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	<id>https://adapt2.sis.pitt.edu/w/api.php?action=feedcontributions&amp;feedformat=atom&amp;user=Peterb</id>
	<title>PAWS Lab - User contributions [en]</title>
	<link rel="self" type="application/atom+xml" href="https://adapt2.sis.pitt.edu/w/api.php?action=feedcontributions&amp;feedformat=atom&amp;user=Peterb"/>
	<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/wiki/Special:Contributions/Peterb"/>
	<updated>2026-09-15T15:36:47Z</updated>
	<subtitle>User contributions</subtitle>
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	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5143</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5143"/>
		<updated>2026-08-13T21:40:29Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Incoming Doctoral Students */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Faculty ==&lt;br /&gt;
&amp;lt;gallery&amp;gt;&lt;br /&gt;
Image:Peter.jpg|&#039;&#039;&#039;[[User:Peterb | Peter Brusilovsky]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Director&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:rully.jpeg|[https://ruhendrawan.com/ Rully Hendrawan]&amp;lt;br/&amp;gt; Projects: [[The_Pitt_Grapevine|Grapevine]], [[Investigating_and_Evaluating_Exploratory_Recommender_Systems|ArtEx]]&lt;br /&gt;
&lt;br /&gt;
Image:moh70.jpg|[https://themhassany.github.io/ Mohammad Hassany]&amp;lt;br/&amp;gt; Projects: [[WEAT|WEAT]], [[CourseAuthoring|Course Authoring]], [[An_Infrastructure_for_Sustainable_Innovation_and_Research_in_Computer_Science_Education|CS SPLICE]]&lt;br /&gt;
&lt;br /&gt;
Image:arun.jpeg|[https://a2un.github.io/ Arun Lekshmi-Narayanan]&amp;lt;br/&amp;gt; Projects: [[CSEdPad|Self Explanations In JAVA Programming]], [[An_Infrastructure_for_Sustainable_Innovation_and_Research_in_Computer_Science_Education|CS SPLICE]], [[Publications#Reading_Mirror|Digital Textbooks]], [[Reading_Mirror|Reading Mirror]]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
Image:QuinnKWolter.png|[https://www.quinnkwolter.com/ Quinn K Wolter]&amp;lt;br/&amp;gt; Projects: [[An_Infrastructure_for_Sustainable_Innovation_and_Research_in_Computer_Science_Education|CS SPLICE]]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Incoming Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Marzieh.jpg|[https://www.linkedin.com/in/marzieh-alidadi/ Marzieh]&lt;br /&gt;
Image:bryan_hollingsworth.jpg|[https://www.linkedin.com/in/bryanhollings/ Bryan]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Rafaella.jpg|[https://www.linkedin.com/in/rafaella-sampaio-de-alencar/ Rafaella Sampaio de Alencar]&lt;br /&gt;
Image:Jordan.jpeg|[http://pitt.edu/~jab464 Jordan Barria-Pineda]&amp;lt;br/&amp;gt;Assistant Professor, Universidad Diego Portales, Chile&lt;br /&gt;
Image:Kamil.jpg|[http://pitt.edu/~kaa108 Kamil Akhuseyinoglu]&amp;lt;br/&amp;gt;PostDoc, Carnegie Mellon&lt;br /&gt;
Image:behnam.jpg|[http://pitt.edu/~ber58 Behnam Rahdari]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]], [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&amp;lt;br/&amp;gt; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker] &amp;lt;br/&amp;gt;PAWS + [https://sites.pitt.edu/~dah44/iris.html IRIS Lab]&amp;lt;br/&amp;gt;Projects: [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&lt;br /&gt;
Image:Arezou.jpg|[https://www.linkedin.com/in/arezou-farzaneh/ Arezou Farzaneh]&amp;lt;br/&amp;gt; PAWS + [https://sites.pitt.edu/~mrfrank/resilientEconomy.html Resilient Economy Lab]&lt;br /&gt;
Image:Avatar.jpg|[http://pitt.edu/~hkc6 Hung Chau]&amp;lt;br /&amp;gt;Applied Scientist, Zillow&lt;br /&gt;
Image:zrisha.png|[https://zakrisha.com Zak Risha] &amp;lt;br /&amp;gt; PAWS + [https://facetlab.pitt.edu/ FACETLab]&lt;br /&gt;
Image:Tsai.jpg|[http://www.cht77.com/ Chun-Hua Tsai] &amp;lt;br/&amp;gt;Assistant Professor, College of Information Science and Technology, University of Nebraska at Omaha&lt;br /&gt;
Image:Roya.jpg|[[User:R.hosseini | Roya Hosseini]]  &amp;lt;br/&amp;gt;Senior Applied Scientist, Microsoft&lt;br /&gt;
Image:yunhuang.png|[http://columbus.exp.sis.pitt.edu/yunhuang/index.htm Yun Huang] &amp;lt;br/&amp;gt; Assistant professor, Universidad Austral de Chile&lt;br /&gt;
Image:Julio.jpg|[[User:Julio | Julio Daniel Guerra]]&amp;lt;br/&amp;gt;Projects: [[Mastery Grids Interface|Mastery Grids]] &amp;lt;br/&amp;gt; Professor of Computer Science, Universidad Austral de Chile&lt;br /&gt;
Image:xidao.jpg|[[User:Xidao| Xidao Wen]]&amp;lt;br/&amp;gt;PAWS + [https://picsolab.github.io/ PISCO Lab]  Postdoctoral Researcher, Tsinghua University&lt;br /&gt;
Image:Shaghayeghsahebi.jpg|[[User:Sherry | Shaghayegh Sahebi (Sherry)]] &amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, University at Albany - State University of New York&lt;br /&gt;
Image:Clau.JPG|[[User:Clau | Claudia López]] &amp;lt;br/&amp;gt;Associate Professor, Departamento de Informática, Universidad Técnica Federico Santa María, Chile&lt;br /&gt;
Image:Kong.png|[[User:Chirayu | Chirayu Wongchokprasitti]] &amp;lt;br/&amp;gt;Projects: [[CN3]], [[CoMeT]]&amp;lt;br/&amp;gt; Department of Biomedical Informatics, University of Pittsburgh&lt;br /&gt;
Image:Tomek.jpeg| [https://www.linkedin.com/in/tomekloboda/ Tomek Loboda]&amp;lt;br/&amp;gt;Projects: [[WADEIn]], [[Mastery Grids Interface|Mastery Grids]]&amp;lt;br/&amp;gt; Data Scientist&lt;br /&gt;
Image:jennifer.jpg|[[User:Jennifer | Jennifer (Yiling) Lin]]&amp;lt;br/&amp;gt;PAWS + [https://sites.pitt.edu/~dah44/iris.html IRIS Lab]&amp;lt;br/&amp;gt;Associate Professor, Department of Information Management, National Sun Yat-Sen University.&lt;br /&gt;
Image:Denis_PAWS_blog.jpg|[[User:Dparra | Denis Parra]]&amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, School of Engineering, Pontificia Universidad Católica de Chile&lt;br /&gt;
Image:Sergey.jpg|[[User:Sergey | Sergey Sosnovsky]]&amp;lt;br&amp;gt;Associate Professor, Utrecht University, Netherlands&lt;br /&gt;
Image:Hsiao.jpg|[[User:Shoha99 | Sharon (I-Han) Hsiao]]&amp;lt;br/&amp;gt;Projects: [[AnnotEx]], [[QuizJET]], [[Progressor]], [[ProgressorPlus]]&amp;lt;br/&amp;gt;Assistant Professor and David Packard endowed junior fellow, Department of Computer Science and Engineering, Santa Clara University&lt;br /&gt;
Image:Danielle.gif|[[User:Suleehs | Danielle H. Lee]]&amp;lt;br/&amp;gt;Projects: [[Eventur]], [[Proactive]]&amp;lt;br/&amp;gt;Professor, Management Information Systems, Chung-Ang University, Korea&lt;br /&gt;
Image:Michael_V_Yudelson.gif|&#039;&#039;&#039;[[User:Myudelson | Michael V. Yudelson]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Projects: [[Knowledge Tree]], [[CUMULATE]], [[PERSEUS]], [[NavEx]], [[CoPE]], [[WebEx]]&amp;lt;br/&amp;gt;Staff Data Scientist, Chegg&lt;br /&gt;
Image:jaewook-1.jpg|[[User:Jahn | Jae-wook Ahn]]&amp;lt;br/&amp;gt;Projects: [[ADVISE]], [[Adaptive VIBE]], [[YourNews]], [[TaskSieve]], [[NameSieve]]&amp;lt;br/&amp;gt;Research Staff Member, Distributed AI, IBM Research&lt;br /&gt;
Image:RostaFarzan.jpg|[[User:Rostaf | Rosta Farzan]]&amp;lt;br/&amp;gt;Professor, School of Computing and Information, University of Pittsburgh.&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Master Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:ZaraBlum.jpeg|[https://www.linkedin.com/in/zarajblum/ Zara Blum]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
Image:Gangeshwari_Rajavelu.png|[https://www.linkedin.com/in/gangeshwari-rajavelu-94991137/ Gangeshwari Rajavelu]&lt;br /&gt;
Image:ShrutiSabusuresh.jpeg|[https://www.linkedin.com/in/shrutisabusuresh/ Shruti Sabusuresh]&amp;lt;br/&amp;gt;Projects: [[Smart Content]]&lt;br /&gt;
Image:WeiJeng.jpeg|[https://homepage.ntu.edu.tw/~wjeng/ Wei Jeng]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:ShaopengZhang.jpeg|[https://www.linkedin.com/in/shaopengzhang/ Shaopeng Zhang]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:Gayathri.jpeg|[https://www.linkedin.com/in/gayathrikrishnamoorthy/ Gayathri Krishnamoorthy]&lt;br /&gt;
Image:Dhruba.jpeg|[https://www.linkedin.com/in/dbaishya/ Dhruba Baishya]&lt;br /&gt;
Image:VikKhenat.jpeg|[https://www.linkedin.com/in/vik-khenat/ Vik Khenat]&lt;br /&gt;
Image:Chavan_girish.jpeg|[https://www.linkedin.com/in/girishchavan Girish Chavan]&amp;lt;br/&amp;gt;CTO Astrata Inc&lt;br /&gt;
Image:Tibor Dumitriu.gif|[http://www.sis.pitt.edu/~dumitriu/ Tibor Dumitriu]&amp;lt;br/&amp;gt;Projects: [http://ir.exp.sis.pitt.edu/advise/ AdVisE]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Faculty ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:dr_bereket_yilma.jpg |[https://bekyilma.github.io/ Dr. Bereket Yilma]&lt;br /&gt;
Image:Jaakko peltonen 215x296.jpg|[http://users.ics.aalto.fi/jtpelto// Jaakko Peltonen]&lt;br /&gt;
Image:IMG_0611.JPG|[http://www.dcs.warwick.ac.uk/~acristea/ Alexandra I. Cristea]&lt;br /&gt;
Image:Sibel.jpg|[http://sibelsomyurek.com/ Sibel Somyürek]&lt;br /&gt;
Image:Susan_bull.png|[https://www.researchgate.net/profile/Susan_Bull2 Susan Bull]&lt;br /&gt;
Image:KatrienVerbert.jpg|[http://people.cs.kuleuven.be/~katrien.verbert/KatrienVerbert/Katrien_Verbert.html Katrien Verbert]&lt;br /&gt;
Image:Roman bednarik.png|[http://cs.uef.fi/~rbednari/ Roman Bednarik]&lt;br /&gt;
Image:TanjaMitrovic.jpg|[http://www.cosc.canterbury.ac.nz/tanja.mitrovic/ Tanja Mitrovic]&lt;br /&gt;
Image:Eva millan.gif|[http://www.lcc.uma.es/~eva/ Eva Millán Valldeperas]&lt;br /&gt;
Image:Julita vasilleva.gif|[http://www.cs.usask.ca/faculty/julita/ Julita Vassileva]&lt;br /&gt;
Image:NicolaHenze.gif|[http://www.kbs.uni-hannover.de/~henze/ Nicola Henze]&lt;br /&gt;
Image:RiccardoRizzo.png|[https://www.icar.cnr.it/persone/rizzo/ Riccardo Rizzo]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Scholars == &lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:Henrik.jpg | [https://www.researchgate.net/profile/Henrik-Bradland-2 Henrik Bradland] &amp;lt;br/&amp;gt; Universitetet i Agder, Norway&lt;br /&gt;
Image:alice.jpg |[https://research-portal.uu.nl/en/persons/alice-micheli Alice Micheli] &amp;lt;br/&amp;gt; Utrecht University, Netherlands&lt;br /&gt;
Image:1648208030273.jpg | [https://www.linkedin.com/in/maxwellszymanski/ Maxwell Szymanski] &amp;lt;br/&amp;gt; KU Leuven, Belgium&lt;br /&gt;
Image:Francesco.jpeg | [https://www.ifi.uzh.ch/en/zest/team/francesco_sovrano.html Francesco Sovrano] &amp;lt;br/&amp;gt; Universita Degli Studi Bologna, Italy&lt;br /&gt;
Image:boet_hubert.jpg |[https://www.linkedin.com/in/hubertboet/ Hubert Boët] &amp;lt;br/&amp;gt; Université Sorbonne Paris Nord&lt;br /&gt;
Image:Laia_alb%C3%B3.png|[https://scholar.google.es/citations?user=G8XglngAAAAJ&amp;amp;hl=ca Laia Albó] &amp;lt;br/&amp;gt; Universitat Pompeu Fabra, Barcelona&lt;br /&gt;
Image:Samuele.jpeg|[https://www.linkedin.com/in/samuele-passalacqua/ Samuele Passalacqua] &amp;lt;br/&amp;gt; Università degli Studi di Genova, Italy &lt;br /&gt;
Image:huhtamaki-jukka-300.jpg|[http://www.linkedin.com/in/jukkahuhtamaki Jukka Huhtamäki]&amp;lt;br/&amp;gt;University of Tampere, Finland&lt;br /&gt;
Image:CECILIA.jpeg|[https://www.linkedin.com/in/cecilia-di-sciascio/ Cecilia di Sciascio]&amp;lt;br/&amp;gt;Know Center, Graz, Austria&lt;br /&gt;
Image:Andrew.jpg|[https://www.researchgate.net/profile/Shuchen-Li Shuchen Li] &amp;lt;br/&amp;gt;Beijing University of Posts and Telecommunications&lt;br /&gt;
Image:Rafael.png|[https://rafaelrda.wordpress.com Rafael Dias Araújo]&amp;lt;br/&amp;gt;Assistant Professor&amp;lt;br/&amp;gt;Federal University of Uberlandia, Brazil&lt;br /&gt;
Image:Ayca cebi.jpg|[https://ktu.academia.edu/aycacebi Ayça ÇEBİ] &amp;lt;br/&amp;gt;Trabzon University&lt;br /&gt;
Image:File crop1 1183908 y 384.jpg|[https://people.aalto.fi/index.html?profilepage=isfor#!teemu_sirkia Teemu Sirkiä]&amp;lt;br/&amp;gt;Aalto University, Finland&lt;br /&gt;
Image:Chris_face.jpg|[https://www.christophtrattner.info/ Christof Trattner]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Bergen&lt;br /&gt;
Image:Michelle_liang.JPG|[https://www.linkedin.com/in/drmichelleliang/ Michelle Liang]&lt;br /&gt;
Image:Yetunde.JPG|[https://wit.edu/directory/yetunde-folajimi Yetunde Folajimi] &amp;lt;br/&amp;gt;Associate Professor&amp;lt;br/&amp;gt;Wentworth Institute of Technology&lt;br /&gt;
Image:Pkraker.jpg|[http://science20.wordpress.com Peter Kraker] &amp;lt;br/&amp;gt;Open Knowledge Maps&lt;br /&gt;
Image:Kim.jpg|Jaekyung Kim&lt;br /&gt;
Image:Jbravo.gif|[http://www.eps.uam.es/esp/personal/ficha.php?empid=367 Javier Bravo Agapito]&lt;br /&gt;
Image:MarkusKetterl1.jpg|[http://studip.serv.uni-osnabrueck.de/extern.php?username=mketterl&amp;amp;page_url=http://www.virtuos.uni-osnabrueck.de/VirtUOS/TemplStudipMitarbDetails&amp;amp;global_id=4c8fb9ddd4dde83366119b2031d39ab3 Markus Ketterl]&lt;br /&gt;
Image:Jillfreyne.jpg|[https://www.linkedin.com/in/jfreyne/ Jill Freyne]&amp;lt;br/&amp;gt;Deputy Chief Scientist&amp;lt;br/&amp;gt;CSIRO&lt;br /&gt;
Image:Robert.jpg|[https://bhh.hamburg.de/prof-dr-robert-mertens/ Robert Mertens] &amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;Berufliche Hochschule Hamburg&lt;br /&gt;
Image:Roman bednarik.png|[https://cs.joensuu.fi/~rbednari/ Roman Bednarik]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Eastern Finland&lt;br /&gt;
Image:Ewald ramp.jpg|[https://www.linkedin.com/in/ewaldramp/ Ewald W. A. Ramp]&amp;lt;br/&amp;gt;Strategic Systems &amp;amp; Technology Corporation&lt;br /&gt;
Image:Jacopo.jpg|[https://www.linkedin.com/in/jacopoarmani/ Jacopo Armani] &amp;lt;br/&amp;gt;Director/Producer &amp;lt;br/&amp;gt;Fireflies&lt;br /&gt;
Image:Liping_wang.jpg|Liping Wang&amp;lt;br/&amp;gt;JiLin University&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5142</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5142"/>
		<updated>2026-08-13T21:40:09Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Past Doctoral Students */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Faculty ==&lt;br /&gt;
&amp;lt;gallery&amp;gt;&lt;br /&gt;
Image:Peter.jpg|&#039;&#039;&#039;[[User:Peterb | Peter Brusilovsky]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Director&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:rully.jpeg|[https://ruhendrawan.com/ Rully Hendrawan]&amp;lt;br/&amp;gt; Projects: [[The_Pitt_Grapevine|Grapevine]], [[Investigating_and_Evaluating_Exploratory_Recommender_Systems|ArtEx]]&lt;br /&gt;
&lt;br /&gt;
Image:moh70.jpg|[https://themhassany.github.io/ Mohammad Hassany]&amp;lt;br/&amp;gt; Projects: [[WEAT|WEAT]], [[CourseAuthoring|Course Authoring]], [[An_Infrastructure_for_Sustainable_Innovation_and_Research_in_Computer_Science_Education|CS SPLICE]]&lt;br /&gt;
&lt;br /&gt;
Image:arun.jpeg|[https://a2un.github.io/ Arun Lekshmi-Narayanan]&amp;lt;br/&amp;gt; Projects: [[CSEdPad|Self Explanations In JAVA Programming]], [[An_Infrastructure_for_Sustainable_Innovation_and_Research_in_Computer_Science_Education|CS SPLICE]], [[Publications#Reading_Mirror|Digital Textbooks]], [[Reading_Mirror|Reading Mirror]]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
Image:QuinnKWolter.png|[https://www.quinnkwolter.com/ Quinn K Wolter]&amp;lt;br/&amp;gt; Projects: [[An_Infrastructure_for_Sustainable_Innovation_and_Research_in_Computer_Science_Education|CS SPLICE]]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Incoming Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Marzieh.jpg|[https://www.linkedin.com/in/marzieh-alidadi/ Marzieh]&lt;br /&gt;
Image:bryan_hollingsworth.jpg|[https://www.linkedin.com/in/bryanhollings/ Bryan]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Rafaella.jpg|[https://www.linkedin.com/in/rafaella-sampaio-de-alencar/ Rafaella Sampaio de Alencar]&lt;br /&gt;
Image:Jordan.jpeg|[http://pitt.edu/~jab464 Jordan Barria-Pineda]&amp;lt;br/&amp;gt;Assistant Professor, Universidad Diego Portales, Chile&lt;br /&gt;
Image:Kamil.jpg|[http://pitt.edu/~kaa108 Kamil Akhuseyinoglu]&amp;lt;br/&amp;gt;PostDoc, Carnegie Mellon&lt;br /&gt;
Image:behnam.jpg|[http://pitt.edu/~ber58 Behnam Rahdari]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]], [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&amp;lt;br/&amp;gt; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker] &amp;lt;br/&amp;gt;PAWS + [https://sites.pitt.edu/~dah44/iris.html IRIS Lab]&amp;lt;br/&amp;gt;Projects: [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&lt;br /&gt;
Image:Arezou.jpg|[https://www.linkedin.com/in/arezou-farzaneh/ Arezou Farzaneh]&amp;lt;br/&amp;gt; PAWS + [https://sites.pitt.edu/~mrfrank/resilientEconomy.html Resilient Economy Lab]&lt;br /&gt;
Image:Avatar.jpg|[http://pitt.edu/~hkc6 Hung Chau]&amp;lt;br /&amp;gt;Applied Scientist, Zillow&lt;br /&gt;
Image:zrisha.png|[https://zakrisha.com Zak Risha] &amp;lt;br /&amp;gt; PAWS + [https://facetlab.pitt.edu/ FACETLab]&lt;br /&gt;
Image:Tsai.jpg|[http://www.cht77.com/ Chun-Hua Tsai] &amp;lt;br/&amp;gt;Assistant Professor, College of Information Science and Technology, University of Nebraska at Omaha&lt;br /&gt;
Image:Roya.jpg|[[User:R.hosseini | Roya Hosseini]]  &amp;lt;br/&amp;gt;Senior Applied Scientist, Microsoft&lt;br /&gt;
Image:yunhuang.png|[http://columbus.exp.sis.pitt.edu/yunhuang/index.htm Yun Huang] &amp;lt;br/&amp;gt; Assistant professor, Universidad Austral de Chile&lt;br /&gt;
Image:Julio.jpg|[[User:Julio | Julio Daniel Guerra]]&amp;lt;br/&amp;gt;Projects: [[Mastery Grids Interface|Mastery Grids]] &amp;lt;br/&amp;gt; Professor of Computer Science, Universidad Austral de Chile&lt;br /&gt;
Image:xidao.jpg|[[User:Xidao| Xidao Wen]]&amp;lt;br/&amp;gt;PAWS + [https://picsolab.github.io/ PISCO Lab]  Postdoctoral Researcher, Tsinghua University&lt;br /&gt;
Image:Shaghayeghsahebi.jpg|[[User:Sherry | Shaghayegh Sahebi (Sherry)]] &amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, University at Albany - State University of New York&lt;br /&gt;
Image:Clau.JPG|[[User:Clau | Claudia López]] &amp;lt;br/&amp;gt;Associate Professor, Departamento de Informática, Universidad Técnica Federico Santa María, Chile&lt;br /&gt;
Image:Kong.png|[[User:Chirayu | Chirayu Wongchokprasitti]] &amp;lt;br/&amp;gt;Projects: [[CN3]], [[CoMeT]]&amp;lt;br/&amp;gt; Department of Biomedical Informatics, University of Pittsburgh&lt;br /&gt;
Image:Tomek.jpeg| [https://www.linkedin.com/in/tomekloboda/ Tomek Loboda]&amp;lt;br/&amp;gt;Projects: [[WADEIn]], [[Mastery Grids Interface|Mastery Grids]]&amp;lt;br/&amp;gt; Data Scientist&lt;br /&gt;
Image:jennifer.jpg|[[User:Jennifer | Jennifer (Yiling) Lin]]&amp;lt;br/&amp;gt;PAWS + [https://sites.pitt.edu/~dah44/iris.html IRIS Lab]&amp;lt;br/&amp;gt;Associate Professor, Department of Information Management, National Sun Yat-Sen University.&lt;br /&gt;
Image:Denis_PAWS_blog.jpg|[[User:Dparra | Denis Parra]]&amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, School of Engineering, Pontificia Universidad Católica de Chile&lt;br /&gt;
Image:Sergey.jpg|[[User:Sergey | Sergey Sosnovsky]]&amp;lt;br&amp;gt;Associate Professor, Utrecht University, Netherlands&lt;br /&gt;
Image:Hsiao.jpg|[[User:Shoha99 | Sharon (I-Han) Hsiao]]&amp;lt;br/&amp;gt;Projects: [[AnnotEx]], [[QuizJET]], [[Progressor]], [[ProgressorPlus]]&amp;lt;br/&amp;gt;Assistant Professor and David Packard endowed junior fellow, Department of Computer Science and Engineering, Santa Clara University&lt;br /&gt;
Image:Danielle.gif|[[User:Suleehs | Danielle H. Lee]]&amp;lt;br/&amp;gt;Projects: [[Eventur]], [[Proactive]]&amp;lt;br/&amp;gt;Professor, Management Information Systems, Chung-Ang University, Korea&lt;br /&gt;
Image:Michael_V_Yudelson.gif|&#039;&#039;&#039;[[User:Myudelson | Michael V. Yudelson]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Projects: [[Knowledge Tree]], [[CUMULATE]], [[PERSEUS]], [[NavEx]], [[CoPE]], [[WebEx]]&amp;lt;br/&amp;gt;Staff Data Scientist, Chegg&lt;br /&gt;
Image:jaewook-1.jpg|[[User:Jahn | Jae-wook Ahn]]&amp;lt;br/&amp;gt;Projects: [[ADVISE]], [[Adaptive VIBE]], [[YourNews]], [[TaskSieve]], [[NameSieve]]&amp;lt;br/&amp;gt;Research Staff Member, Distributed AI, IBM Research&lt;br /&gt;
Image:RostaFarzan.jpg|[[User:Rostaf | Rosta Farzan]]&amp;lt;br/&amp;gt;Professor, School of Computing and Information, University of Pittsburgh.&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Master Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:ZaraBlum.jpeg|[https://www.linkedin.com/in/zarajblum/ Zara Blum]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
Image:Gangeshwari_Rajavelu.png|[https://www.linkedin.com/in/gangeshwari-rajavelu-94991137/ Gangeshwari Rajavelu]&lt;br /&gt;
Image:ShrutiSabusuresh.jpeg|[https://www.linkedin.com/in/shrutisabusuresh/ Shruti Sabusuresh]&amp;lt;br/&amp;gt;Projects: [[Smart Content]]&lt;br /&gt;
Image:WeiJeng.jpeg|[https://homepage.ntu.edu.tw/~wjeng/ Wei Jeng]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:ShaopengZhang.jpeg|[https://www.linkedin.com/in/shaopengzhang/ Shaopeng Zhang]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:Gayathri.jpeg|[https://www.linkedin.com/in/gayathrikrishnamoorthy/ Gayathri Krishnamoorthy]&lt;br /&gt;
Image:Dhruba.jpeg|[https://www.linkedin.com/in/dbaishya/ Dhruba Baishya]&lt;br /&gt;
Image:VikKhenat.jpeg|[https://www.linkedin.com/in/vik-khenat/ Vik Khenat]&lt;br /&gt;
Image:Chavan_girish.jpeg|[https://www.linkedin.com/in/girishchavan Girish Chavan]&amp;lt;br/&amp;gt;CTO Astrata Inc&lt;br /&gt;
Image:Tibor Dumitriu.gif|[http://www.sis.pitt.edu/~dumitriu/ Tibor Dumitriu]&amp;lt;br/&amp;gt;Projects: [http://ir.exp.sis.pitt.edu/advise/ AdVisE]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Faculty ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:dr_bereket_yilma.jpg |[https://bekyilma.github.io/ Dr. Bereket Yilma]&lt;br /&gt;
Image:Jaakko peltonen 215x296.jpg|[http://users.ics.aalto.fi/jtpelto// Jaakko Peltonen]&lt;br /&gt;
Image:IMG_0611.JPG|[http://www.dcs.warwick.ac.uk/~acristea/ Alexandra I. Cristea]&lt;br /&gt;
Image:Sibel.jpg|[http://sibelsomyurek.com/ Sibel Somyürek]&lt;br /&gt;
Image:Susan_bull.png|[https://www.researchgate.net/profile/Susan_Bull2 Susan Bull]&lt;br /&gt;
Image:KatrienVerbert.jpg|[http://people.cs.kuleuven.be/~katrien.verbert/KatrienVerbert/Katrien_Verbert.html Katrien Verbert]&lt;br /&gt;
Image:Roman bednarik.png|[http://cs.uef.fi/~rbednari/ Roman Bednarik]&lt;br /&gt;
Image:TanjaMitrovic.jpg|[http://www.cosc.canterbury.ac.nz/tanja.mitrovic/ Tanja Mitrovic]&lt;br /&gt;
Image:Eva millan.gif|[http://www.lcc.uma.es/~eva/ Eva Millán Valldeperas]&lt;br /&gt;
Image:Julita vasilleva.gif|[http://www.cs.usask.ca/faculty/julita/ Julita Vassileva]&lt;br /&gt;
Image:NicolaHenze.gif|[http://www.kbs.uni-hannover.de/~henze/ Nicola Henze]&lt;br /&gt;
Image:RiccardoRizzo.png|[https://www.icar.cnr.it/persone/rizzo/ Riccardo Rizzo]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Scholars == &lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:Henrik.jpg | [https://www.researchgate.net/profile/Henrik-Bradland-2 Henrik Bradland] &amp;lt;br/&amp;gt; Universitetet i Agder, Norway&lt;br /&gt;
Image:alice.jpg |[https://research-portal.uu.nl/en/persons/alice-micheli Alice Micheli] &amp;lt;br/&amp;gt; Utrecht University, Netherlands&lt;br /&gt;
Image:1648208030273.jpg | [https://www.linkedin.com/in/maxwellszymanski/ Maxwell Szymanski] &amp;lt;br/&amp;gt; KU Leuven, Belgium&lt;br /&gt;
Image:Francesco.jpeg | [https://www.ifi.uzh.ch/en/zest/team/francesco_sovrano.html Francesco Sovrano] &amp;lt;br/&amp;gt; Universita Degli Studi Bologna, Italy&lt;br /&gt;
Image:boet_hubert.jpg |[https://www.linkedin.com/in/hubertboet/ Hubert Boët] &amp;lt;br/&amp;gt; Université Sorbonne Paris Nord&lt;br /&gt;
Image:Laia_alb%C3%B3.png|[https://scholar.google.es/citations?user=G8XglngAAAAJ&amp;amp;hl=ca Laia Albó] &amp;lt;br/&amp;gt; Universitat Pompeu Fabra, Barcelona&lt;br /&gt;
Image:Samuele.jpeg|[https://www.linkedin.com/in/samuele-passalacqua/ Samuele Passalacqua] &amp;lt;br/&amp;gt; Università degli Studi di Genova, Italy &lt;br /&gt;
Image:huhtamaki-jukka-300.jpg|[http://www.linkedin.com/in/jukkahuhtamaki Jukka Huhtamäki]&amp;lt;br/&amp;gt;University of Tampere, Finland&lt;br /&gt;
Image:CECILIA.jpeg|[https://www.linkedin.com/in/cecilia-di-sciascio/ Cecilia di Sciascio]&amp;lt;br/&amp;gt;Know Center, Graz, Austria&lt;br /&gt;
Image:Andrew.jpg|[https://www.researchgate.net/profile/Shuchen-Li Shuchen Li] &amp;lt;br/&amp;gt;Beijing University of Posts and Telecommunications&lt;br /&gt;
Image:Rafael.png|[https://rafaelrda.wordpress.com Rafael Dias Araújo]&amp;lt;br/&amp;gt;Assistant Professor&amp;lt;br/&amp;gt;Federal University of Uberlandia, Brazil&lt;br /&gt;
Image:Ayca cebi.jpg|[https://ktu.academia.edu/aycacebi Ayça ÇEBİ] &amp;lt;br/&amp;gt;Trabzon University&lt;br /&gt;
Image:File crop1 1183908 y 384.jpg|[https://people.aalto.fi/index.html?profilepage=isfor#!teemu_sirkia Teemu Sirkiä]&amp;lt;br/&amp;gt;Aalto University, Finland&lt;br /&gt;
Image:Chris_face.jpg|[https://www.christophtrattner.info/ Christof Trattner]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Bergen&lt;br /&gt;
Image:Michelle_liang.JPG|[https://www.linkedin.com/in/drmichelleliang/ Michelle Liang]&lt;br /&gt;
Image:Yetunde.JPG|[https://wit.edu/directory/yetunde-folajimi Yetunde Folajimi] &amp;lt;br/&amp;gt;Associate Professor&amp;lt;br/&amp;gt;Wentworth Institute of Technology&lt;br /&gt;
Image:Pkraker.jpg|[http://science20.wordpress.com Peter Kraker] &amp;lt;br/&amp;gt;Open Knowledge Maps&lt;br /&gt;
Image:Kim.jpg|Jaekyung Kim&lt;br /&gt;
Image:Jbravo.gif|[http://www.eps.uam.es/esp/personal/ficha.php?empid=367 Javier Bravo Agapito]&lt;br /&gt;
Image:MarkusKetterl1.jpg|[http://studip.serv.uni-osnabrueck.de/extern.php?username=mketterl&amp;amp;page_url=http://www.virtuos.uni-osnabrueck.de/VirtUOS/TemplStudipMitarbDetails&amp;amp;global_id=4c8fb9ddd4dde83366119b2031d39ab3 Markus Ketterl]&lt;br /&gt;
Image:Jillfreyne.jpg|[https://www.linkedin.com/in/jfreyne/ Jill Freyne]&amp;lt;br/&amp;gt;Deputy Chief Scientist&amp;lt;br/&amp;gt;CSIRO&lt;br /&gt;
Image:Robert.jpg|[https://bhh.hamburg.de/prof-dr-robert-mertens/ Robert Mertens] &amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;Berufliche Hochschule Hamburg&lt;br /&gt;
Image:Roman bednarik.png|[https://cs.joensuu.fi/~rbednari/ Roman Bednarik]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Eastern Finland&lt;br /&gt;
Image:Ewald ramp.jpg|[https://www.linkedin.com/in/ewaldramp/ Ewald W. A. Ramp]&amp;lt;br/&amp;gt;Strategic Systems &amp;amp; Technology Corporation&lt;br /&gt;
Image:Jacopo.jpg|[https://www.linkedin.com/in/jacopoarmani/ Jacopo Armani] &amp;lt;br/&amp;gt;Director/Producer &amp;lt;br/&amp;gt;Fireflies&lt;br /&gt;
Image:Liping_wang.jpg|Liping Wang&amp;lt;br/&amp;gt;JiLin University&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5141</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5141"/>
		<updated>2026-08-13T21:39:45Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Doctoral Students */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Faculty ==&lt;br /&gt;
&amp;lt;gallery&amp;gt;&lt;br /&gt;
Image:Peter.jpg|&#039;&#039;&#039;[[User:Peterb | Peter Brusilovsky]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Director&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:rully.jpeg|[https://ruhendrawan.com/ Rully Hendrawan]&amp;lt;br/&amp;gt; Projects: [[The_Pitt_Grapevine|Grapevine]], [[Investigating_and_Evaluating_Exploratory_Recommender_Systems|ArtEx]]&lt;br /&gt;
&lt;br /&gt;
Image:moh70.jpg|[https://themhassany.github.io/ Mohammad Hassany]&amp;lt;br/&amp;gt; Projects: [[WEAT|WEAT]], [[CourseAuthoring|Course Authoring]], [[An_Infrastructure_for_Sustainable_Innovation_and_Research_in_Computer_Science_Education|CS SPLICE]]&lt;br /&gt;
&lt;br /&gt;
Image:arun.jpeg|[https://a2un.github.io/ Arun Lekshmi-Narayanan]&amp;lt;br/&amp;gt; Projects: [[CSEdPad|Self Explanations In JAVA Programming]], [[An_Infrastructure_for_Sustainable_Innovation_and_Research_in_Computer_Science_Education|CS SPLICE]], [[Publications#Reading_Mirror|Digital Textbooks]], [[Reading_Mirror|Reading Mirror]]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
Image:QuinnKWolter.png|[https://www.quinnkwolter.com/ Quinn K Wolter]&amp;lt;br/&amp;gt; Projects: [[An_Infrastructure_for_Sustainable_Innovation_and_Research_in_Computer_Science_Education|CS SPLICE]]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Incoming Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Marzieh.jpg|[https://www.linkedin.com/in/marzieh-alidadi/ Marzieh]&lt;br /&gt;
Image:bryan_hollingsworth.jpg|[https://www.linkedin.com/in/bryanhollings/ Bryan]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Jordan.jpeg|[http://pitt.edu/~jab464 Jordan Barria-Pineda]&amp;lt;br/&amp;gt;Assistant Professor, Universidad Diego Portales, Chile&lt;br /&gt;
Image:Kamil.jpg|[http://pitt.edu/~kaa108 Kamil Akhuseyinoglu]&amp;lt;br/&amp;gt;PostDoc, Carnegie Mellon&lt;br /&gt;
Image:behnam.jpg|[http://pitt.edu/~ber58 Behnam Rahdari]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]], [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&amp;lt;br/&amp;gt; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker] &amp;lt;br/&amp;gt;PAWS + [https://sites.pitt.edu/~dah44/iris.html IRIS Lab]&amp;lt;br/&amp;gt;Projects: [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&lt;br /&gt;
Image:Arezou.jpg|[https://www.linkedin.com/in/arezou-farzaneh/ Arezou Farzaneh]&amp;lt;br/&amp;gt; PAWS + [https://sites.pitt.edu/~mrfrank/resilientEconomy.html Resilient Economy Lab]&lt;br /&gt;
Image:Avatar.jpg|[http://pitt.edu/~hkc6 Hung Chau]&amp;lt;br /&amp;gt;Applied Scientist, Zillow&lt;br /&gt;
Image:zrisha.png|[https://zakrisha.com Zak Risha] &amp;lt;br /&amp;gt; PAWS + [https://facetlab.pitt.edu/ FACETLab]&lt;br /&gt;
Image:Tsai.jpg|[http://www.cht77.com/ Chun-Hua Tsai] &amp;lt;br/&amp;gt;Assistant Professor, College of Information Science and Technology, University of Nebraska at Omaha&lt;br /&gt;
Image:Roya.jpg|[[User:R.hosseini | Roya Hosseini]]  &amp;lt;br/&amp;gt;Senior Applied Scientist, Microsoft&lt;br /&gt;
Image:yunhuang.png|[http://columbus.exp.sis.pitt.edu/yunhuang/index.htm Yun Huang] &amp;lt;br/&amp;gt; Assistant professor, Universidad Austral de Chile&lt;br /&gt;
Image:Julio.jpg|[[User:Julio | Julio Daniel Guerra]]&amp;lt;br/&amp;gt;Projects: [[Mastery Grids Interface|Mastery Grids]] &amp;lt;br/&amp;gt; Professor of Computer Science, Universidad Austral de Chile&lt;br /&gt;
Image:xidao.jpg|[[User:Xidao| Xidao Wen]]&amp;lt;br/&amp;gt;PAWS + [https://picsolab.github.io/ PISCO Lab]  Postdoctoral Researcher, Tsinghua University&lt;br /&gt;
Image:Shaghayeghsahebi.jpg|[[User:Sherry | Shaghayegh Sahebi (Sherry)]] &amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, University at Albany - State University of New York&lt;br /&gt;
Image:Clau.JPG|[[User:Clau | Claudia López]] &amp;lt;br/&amp;gt;Associate Professor, Departamento de Informática, Universidad Técnica Federico Santa María, Chile&lt;br /&gt;
Image:Kong.png|[[User:Chirayu | Chirayu Wongchokprasitti]] &amp;lt;br/&amp;gt;Projects: [[CN3]], [[CoMeT]]&amp;lt;br/&amp;gt; Department of Biomedical Informatics, University of Pittsburgh&lt;br /&gt;
Image:Tomek.jpeg| [https://www.linkedin.com/in/tomekloboda/ Tomek Loboda]&amp;lt;br/&amp;gt;Projects: [[WADEIn]], [[Mastery Grids Interface|Mastery Grids]]&amp;lt;br/&amp;gt; Data Scientist&lt;br /&gt;
Image:jennifer.jpg|[[User:Jennifer | Jennifer (Yiling) Lin]]&amp;lt;br/&amp;gt;PAWS + [https://sites.pitt.edu/~dah44/iris.html IRIS Lab]&amp;lt;br/&amp;gt;Associate Professor, Department of Information Management, National Sun Yat-Sen University.&lt;br /&gt;
Image:Denis_PAWS_blog.jpg|[[User:Dparra | Denis Parra]]&amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, School of Engineering, Pontificia Universidad Católica de Chile&lt;br /&gt;
Image:Sergey.jpg|[[User:Sergey | Sergey Sosnovsky]]&amp;lt;br&amp;gt;Associate Professor, Utrecht University, Netherlands&lt;br /&gt;
Image:Hsiao.jpg|[[User:Shoha99 | Sharon (I-Han) Hsiao]]&amp;lt;br/&amp;gt;Projects: [[AnnotEx]], [[QuizJET]], [[Progressor]], [[ProgressorPlus]]&amp;lt;br/&amp;gt;Assistant Professor and David Packard endowed junior fellow, Department of Computer Science and Engineering, Santa Clara University&lt;br /&gt;
Image:Danielle.gif|[[User:Suleehs | Danielle H. Lee]]&amp;lt;br/&amp;gt;Projects: [[Eventur]], [[Proactive]]&amp;lt;br/&amp;gt;Professor, Management Information Systems, Chung-Ang University, Korea&lt;br /&gt;
Image:Michael_V_Yudelson.gif|&#039;&#039;&#039;[[User:Myudelson | Michael V. Yudelson]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Projects: [[Knowledge Tree]], [[CUMULATE]], [[PERSEUS]], [[NavEx]], [[CoPE]], [[WebEx]]&amp;lt;br/&amp;gt;Staff Data Scientist, Chegg&lt;br /&gt;
Image:jaewook-1.jpg|[[User:Jahn | Jae-wook Ahn]]&amp;lt;br/&amp;gt;Projects: [[ADVISE]], [[Adaptive VIBE]], [[YourNews]], [[TaskSieve]], [[NameSieve]]&amp;lt;br/&amp;gt;Research Staff Member, Distributed AI, IBM Research&lt;br /&gt;
Image:RostaFarzan.jpg|[[User:Rostaf | Rosta Farzan]]&amp;lt;br/&amp;gt;Professor, School of Computing and Information, University of Pittsburgh.&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Master Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:ZaraBlum.jpeg|[https://www.linkedin.com/in/zarajblum/ Zara Blum]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
Image:Gangeshwari_Rajavelu.png|[https://www.linkedin.com/in/gangeshwari-rajavelu-94991137/ Gangeshwari Rajavelu]&lt;br /&gt;
Image:ShrutiSabusuresh.jpeg|[https://www.linkedin.com/in/shrutisabusuresh/ Shruti Sabusuresh]&amp;lt;br/&amp;gt;Projects: [[Smart Content]]&lt;br /&gt;
Image:WeiJeng.jpeg|[https://homepage.ntu.edu.tw/~wjeng/ Wei Jeng]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:ShaopengZhang.jpeg|[https://www.linkedin.com/in/shaopengzhang/ Shaopeng Zhang]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:Gayathri.jpeg|[https://www.linkedin.com/in/gayathrikrishnamoorthy/ Gayathri Krishnamoorthy]&lt;br /&gt;
Image:Dhruba.jpeg|[https://www.linkedin.com/in/dbaishya/ Dhruba Baishya]&lt;br /&gt;
Image:VikKhenat.jpeg|[https://www.linkedin.com/in/vik-khenat/ Vik Khenat]&lt;br /&gt;
Image:Chavan_girish.jpeg|[https://www.linkedin.com/in/girishchavan Girish Chavan]&amp;lt;br/&amp;gt;CTO Astrata Inc&lt;br /&gt;
Image:Tibor Dumitriu.gif|[http://www.sis.pitt.edu/~dumitriu/ Tibor Dumitriu]&amp;lt;br/&amp;gt;Projects: [http://ir.exp.sis.pitt.edu/advise/ AdVisE]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Faculty ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:dr_bereket_yilma.jpg |[https://bekyilma.github.io/ Dr. Bereket Yilma]&lt;br /&gt;
Image:Jaakko peltonen 215x296.jpg|[http://users.ics.aalto.fi/jtpelto// Jaakko Peltonen]&lt;br /&gt;
Image:IMG_0611.JPG|[http://www.dcs.warwick.ac.uk/~acristea/ Alexandra I. Cristea]&lt;br /&gt;
Image:Sibel.jpg|[http://sibelsomyurek.com/ Sibel Somyürek]&lt;br /&gt;
Image:Susan_bull.png|[https://www.researchgate.net/profile/Susan_Bull2 Susan Bull]&lt;br /&gt;
Image:KatrienVerbert.jpg|[http://people.cs.kuleuven.be/~katrien.verbert/KatrienVerbert/Katrien_Verbert.html Katrien Verbert]&lt;br /&gt;
Image:Roman bednarik.png|[http://cs.uef.fi/~rbednari/ Roman Bednarik]&lt;br /&gt;
Image:TanjaMitrovic.jpg|[http://www.cosc.canterbury.ac.nz/tanja.mitrovic/ Tanja Mitrovic]&lt;br /&gt;
Image:Eva millan.gif|[http://www.lcc.uma.es/~eva/ Eva Millán Valldeperas]&lt;br /&gt;
Image:Julita vasilleva.gif|[http://www.cs.usask.ca/faculty/julita/ Julita Vassileva]&lt;br /&gt;
Image:NicolaHenze.gif|[http://www.kbs.uni-hannover.de/~henze/ Nicola Henze]&lt;br /&gt;
Image:RiccardoRizzo.png|[https://www.icar.cnr.it/persone/rizzo/ Riccardo Rizzo]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Scholars == &lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:Henrik.jpg | [https://www.researchgate.net/profile/Henrik-Bradland-2 Henrik Bradland] &amp;lt;br/&amp;gt; Universitetet i Agder, Norway&lt;br /&gt;
Image:alice.jpg |[https://research-portal.uu.nl/en/persons/alice-micheli Alice Micheli] &amp;lt;br/&amp;gt; Utrecht University, Netherlands&lt;br /&gt;
Image:1648208030273.jpg | [https://www.linkedin.com/in/maxwellszymanski/ Maxwell Szymanski] &amp;lt;br/&amp;gt; KU Leuven, Belgium&lt;br /&gt;
Image:Francesco.jpeg | [https://www.ifi.uzh.ch/en/zest/team/francesco_sovrano.html Francesco Sovrano] &amp;lt;br/&amp;gt; Universita Degli Studi Bologna, Italy&lt;br /&gt;
Image:boet_hubert.jpg |[https://www.linkedin.com/in/hubertboet/ Hubert Boët] &amp;lt;br/&amp;gt; Université Sorbonne Paris Nord&lt;br /&gt;
Image:Laia_alb%C3%B3.png|[https://scholar.google.es/citations?user=G8XglngAAAAJ&amp;amp;hl=ca Laia Albó] &amp;lt;br/&amp;gt; Universitat Pompeu Fabra, Barcelona&lt;br /&gt;
Image:Samuele.jpeg|[https://www.linkedin.com/in/samuele-passalacqua/ Samuele Passalacqua] &amp;lt;br/&amp;gt; Università degli Studi di Genova, Italy &lt;br /&gt;
Image:huhtamaki-jukka-300.jpg|[http://www.linkedin.com/in/jukkahuhtamaki Jukka Huhtamäki]&amp;lt;br/&amp;gt;University of Tampere, Finland&lt;br /&gt;
Image:CECILIA.jpeg|[https://www.linkedin.com/in/cecilia-di-sciascio/ Cecilia di Sciascio]&amp;lt;br/&amp;gt;Know Center, Graz, Austria&lt;br /&gt;
Image:Andrew.jpg|[https://www.researchgate.net/profile/Shuchen-Li Shuchen Li] &amp;lt;br/&amp;gt;Beijing University of Posts and Telecommunications&lt;br /&gt;
Image:Rafael.png|[https://rafaelrda.wordpress.com Rafael Dias Araújo]&amp;lt;br/&amp;gt;Assistant Professor&amp;lt;br/&amp;gt;Federal University of Uberlandia, Brazil&lt;br /&gt;
Image:Ayca cebi.jpg|[https://ktu.academia.edu/aycacebi Ayça ÇEBİ] &amp;lt;br/&amp;gt;Trabzon University&lt;br /&gt;
Image:File crop1 1183908 y 384.jpg|[https://people.aalto.fi/index.html?profilepage=isfor#!teemu_sirkia Teemu Sirkiä]&amp;lt;br/&amp;gt;Aalto University, Finland&lt;br /&gt;
Image:Chris_face.jpg|[https://www.christophtrattner.info/ Christof Trattner]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Bergen&lt;br /&gt;
Image:Michelle_liang.JPG|[https://www.linkedin.com/in/drmichelleliang/ Michelle Liang]&lt;br /&gt;
Image:Yetunde.JPG|[https://wit.edu/directory/yetunde-folajimi Yetunde Folajimi] &amp;lt;br/&amp;gt;Associate Professor&amp;lt;br/&amp;gt;Wentworth Institute of Technology&lt;br /&gt;
Image:Pkraker.jpg|[http://science20.wordpress.com Peter Kraker] &amp;lt;br/&amp;gt;Open Knowledge Maps&lt;br /&gt;
Image:Kim.jpg|Jaekyung Kim&lt;br /&gt;
Image:Jbravo.gif|[http://www.eps.uam.es/esp/personal/ficha.php?empid=367 Javier Bravo Agapito]&lt;br /&gt;
Image:MarkusKetterl1.jpg|[http://studip.serv.uni-osnabrueck.de/extern.php?username=mketterl&amp;amp;page_url=http://www.virtuos.uni-osnabrueck.de/VirtUOS/TemplStudipMitarbDetails&amp;amp;global_id=4c8fb9ddd4dde83366119b2031d39ab3 Markus Ketterl]&lt;br /&gt;
Image:Jillfreyne.jpg|[https://www.linkedin.com/in/jfreyne/ Jill Freyne]&amp;lt;br/&amp;gt;Deputy Chief Scientist&amp;lt;br/&amp;gt;CSIRO&lt;br /&gt;
Image:Robert.jpg|[https://bhh.hamburg.de/prof-dr-robert-mertens/ Robert Mertens] &amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;Berufliche Hochschule Hamburg&lt;br /&gt;
Image:Roman bednarik.png|[https://cs.joensuu.fi/~rbednari/ Roman Bednarik]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Eastern Finland&lt;br /&gt;
Image:Ewald ramp.jpg|[https://www.linkedin.com/in/ewaldramp/ Ewald W. A. Ramp]&amp;lt;br/&amp;gt;Strategic Systems &amp;amp; Technology Corporation&lt;br /&gt;
Image:Jacopo.jpg|[https://www.linkedin.com/in/jacopoarmani/ Jacopo Armani] &amp;lt;br/&amp;gt;Director/Producer &amp;lt;br/&amp;gt;Fireflies&lt;br /&gt;
Image:Liping_wang.jpg|Liping Wang&amp;lt;br/&amp;gt;JiLin University&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5140</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5140"/>
		<updated>2026-08-13T21:38:32Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Past Visiting Scholars */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Faculty ==&lt;br /&gt;
&amp;lt;gallery&amp;gt;&lt;br /&gt;
Image:Peter.jpg|&#039;&#039;&#039;[[User:Peterb | Peter Brusilovsky]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Director&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:rully.jpeg|[https://ruhendrawan.com/ Rully Hendrawan]&amp;lt;br/&amp;gt; Projects: [[The_Pitt_Grapevine|Grapevine]], [[Investigating_and_Evaluating_Exploratory_Recommender_Systems|ArtEx]]&lt;br /&gt;
&lt;br /&gt;
Image:moh70.jpg|[https://themhassany.github.io/ Mohammad Hassany]&amp;lt;br/&amp;gt; Projects: [[WEAT|WEAT]], [[CourseAuthoring|Course Authoring]], [[An_Infrastructure_for_Sustainable_Innovation_and_Research_in_Computer_Science_Education|CS SPLICE]]&lt;br /&gt;
&lt;br /&gt;
Image:arun.jpeg|[https://a2un.github.io/ Arun Lekshmi-Narayanan]&amp;lt;br/&amp;gt; Projects: [[CSEdPad|Self Explanations In JAVA Programming]], [[An_Infrastructure_for_Sustainable_Innovation_and_Research_in_Computer_Science_Education|CS SPLICE]], [[Publications#Reading_Mirror|Digital Textbooks]], [[Reading_Mirror|Reading Mirror]]&lt;br /&gt;
&lt;br /&gt;
Image:Rafaella.jpg|[https://www.linkedin.com/in/rafaella-sampaio-de-alencar/ Rafaella Sampaio de Alencar]&lt;br /&gt;
&lt;br /&gt;
Image:QuinnKWolter.png|[https://www.quinnkwolter.com/ Quinn K Wolter]&amp;lt;br/&amp;gt; Projects: [[An_Infrastructure_for_Sustainable_Innovation_and_Research_in_Computer_Science_Education|CS SPLICE]]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Incoming Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Marzieh.jpg|[https://www.linkedin.com/in/marzieh-alidadi/ Marzieh]&lt;br /&gt;
Image:bryan_hollingsworth.jpg|[https://www.linkedin.com/in/bryanhollings/ Bryan]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Jordan.jpeg|[http://pitt.edu/~jab464 Jordan Barria-Pineda]&amp;lt;br/&amp;gt;Assistant Professor, Universidad Diego Portales, Chile&lt;br /&gt;
Image:Kamil.jpg|[http://pitt.edu/~kaa108 Kamil Akhuseyinoglu]&amp;lt;br/&amp;gt;PostDoc, Carnegie Mellon&lt;br /&gt;
Image:behnam.jpg|[http://pitt.edu/~ber58 Behnam Rahdari]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]], [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&amp;lt;br/&amp;gt; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker] &amp;lt;br/&amp;gt;PAWS + [https://sites.pitt.edu/~dah44/iris.html IRIS Lab]&amp;lt;br/&amp;gt;Projects: [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&lt;br /&gt;
Image:Arezou.jpg|[https://www.linkedin.com/in/arezou-farzaneh/ Arezou Farzaneh]&amp;lt;br/&amp;gt; PAWS + [https://sites.pitt.edu/~mrfrank/resilientEconomy.html Resilient Economy Lab]&lt;br /&gt;
Image:Avatar.jpg|[http://pitt.edu/~hkc6 Hung Chau]&amp;lt;br /&amp;gt;Applied Scientist, Zillow&lt;br /&gt;
Image:zrisha.png|[https://zakrisha.com Zak Risha] &amp;lt;br /&amp;gt; PAWS + [https://facetlab.pitt.edu/ FACETLab]&lt;br /&gt;
Image:Tsai.jpg|[http://www.cht77.com/ Chun-Hua Tsai] &amp;lt;br/&amp;gt;Assistant Professor, College of Information Science and Technology, University of Nebraska at Omaha&lt;br /&gt;
Image:Roya.jpg|[[User:R.hosseini | Roya Hosseini]]  &amp;lt;br/&amp;gt;Senior Applied Scientist, Microsoft&lt;br /&gt;
Image:yunhuang.png|[http://columbus.exp.sis.pitt.edu/yunhuang/index.htm Yun Huang] &amp;lt;br/&amp;gt; Assistant professor, Universidad Austral de Chile&lt;br /&gt;
Image:Julio.jpg|[[User:Julio | Julio Daniel Guerra]]&amp;lt;br/&amp;gt;Projects: [[Mastery Grids Interface|Mastery Grids]] &amp;lt;br/&amp;gt; Professor of Computer Science, Universidad Austral de Chile&lt;br /&gt;
Image:xidao.jpg|[[User:Xidao| Xidao Wen]]&amp;lt;br/&amp;gt;PAWS + [https://picsolab.github.io/ PISCO Lab]  Postdoctoral Researcher, Tsinghua University&lt;br /&gt;
Image:Shaghayeghsahebi.jpg|[[User:Sherry | Shaghayegh Sahebi (Sherry)]] &amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, University at Albany - State University of New York&lt;br /&gt;
Image:Clau.JPG|[[User:Clau | Claudia López]] &amp;lt;br/&amp;gt;Associate Professor, Departamento de Informática, Universidad Técnica Federico Santa María, Chile&lt;br /&gt;
Image:Kong.png|[[User:Chirayu | Chirayu Wongchokprasitti]] &amp;lt;br/&amp;gt;Projects: [[CN3]], [[CoMeT]]&amp;lt;br/&amp;gt; Department of Biomedical Informatics, University of Pittsburgh&lt;br /&gt;
Image:Tomek.jpeg| [https://www.linkedin.com/in/tomekloboda/ Tomek Loboda]&amp;lt;br/&amp;gt;Projects: [[WADEIn]], [[Mastery Grids Interface|Mastery Grids]]&amp;lt;br/&amp;gt; Data Scientist&lt;br /&gt;
Image:jennifer.jpg|[[User:Jennifer | Jennifer (Yiling) Lin]]&amp;lt;br/&amp;gt;PAWS + [https://sites.pitt.edu/~dah44/iris.html IRIS Lab]&amp;lt;br/&amp;gt;Associate Professor, Department of Information Management, National Sun Yat-Sen University.&lt;br /&gt;
Image:Denis_PAWS_blog.jpg|[[User:Dparra | Denis Parra]]&amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, School of Engineering, Pontificia Universidad Católica de Chile&lt;br /&gt;
Image:Sergey.jpg|[[User:Sergey | Sergey Sosnovsky]]&amp;lt;br&amp;gt;Associate Professor, Utrecht University, Netherlands&lt;br /&gt;
Image:Hsiao.jpg|[[User:Shoha99 | Sharon (I-Han) Hsiao]]&amp;lt;br/&amp;gt;Projects: [[AnnotEx]], [[QuizJET]], [[Progressor]], [[ProgressorPlus]]&amp;lt;br/&amp;gt;Assistant Professor and David Packard endowed junior fellow, Department of Computer Science and Engineering, Santa Clara University&lt;br /&gt;
Image:Danielle.gif|[[User:Suleehs | Danielle H. Lee]]&amp;lt;br/&amp;gt;Projects: [[Eventur]], [[Proactive]]&amp;lt;br/&amp;gt;Professor, Management Information Systems, Chung-Ang University, Korea&lt;br /&gt;
Image:Michael_V_Yudelson.gif|&#039;&#039;&#039;[[User:Myudelson | Michael V. Yudelson]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Projects: [[Knowledge Tree]], [[CUMULATE]], [[PERSEUS]], [[NavEx]], [[CoPE]], [[WebEx]]&amp;lt;br/&amp;gt;Staff Data Scientist, Chegg&lt;br /&gt;
Image:jaewook-1.jpg|[[User:Jahn | Jae-wook Ahn]]&amp;lt;br/&amp;gt;Projects: [[ADVISE]], [[Adaptive VIBE]], [[YourNews]], [[TaskSieve]], [[NameSieve]]&amp;lt;br/&amp;gt;Research Staff Member, Distributed AI, IBM Research&lt;br /&gt;
Image:RostaFarzan.jpg|[[User:Rostaf | Rosta Farzan]]&amp;lt;br/&amp;gt;Professor, School of Computing and Information, University of Pittsburgh.&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Master Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:ZaraBlum.jpeg|[https://www.linkedin.com/in/zarajblum/ Zara Blum]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
Image:Gangeshwari_Rajavelu.png|[https://www.linkedin.com/in/gangeshwari-rajavelu-94991137/ Gangeshwari Rajavelu]&lt;br /&gt;
Image:ShrutiSabusuresh.jpeg|[https://www.linkedin.com/in/shrutisabusuresh/ Shruti Sabusuresh]&amp;lt;br/&amp;gt;Projects: [[Smart Content]]&lt;br /&gt;
Image:WeiJeng.jpeg|[https://homepage.ntu.edu.tw/~wjeng/ Wei Jeng]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:ShaopengZhang.jpeg|[https://www.linkedin.com/in/shaopengzhang/ Shaopeng Zhang]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:Gayathri.jpeg|[https://www.linkedin.com/in/gayathrikrishnamoorthy/ Gayathri Krishnamoorthy]&lt;br /&gt;
Image:Dhruba.jpeg|[https://www.linkedin.com/in/dbaishya/ Dhruba Baishya]&lt;br /&gt;
Image:VikKhenat.jpeg|[https://www.linkedin.com/in/vik-khenat/ Vik Khenat]&lt;br /&gt;
Image:Chavan_girish.jpeg|[https://www.linkedin.com/in/girishchavan Girish Chavan]&amp;lt;br/&amp;gt;CTO Astrata Inc&lt;br /&gt;
Image:Tibor Dumitriu.gif|[http://www.sis.pitt.edu/~dumitriu/ Tibor Dumitriu]&amp;lt;br/&amp;gt;Projects: [http://ir.exp.sis.pitt.edu/advise/ AdVisE]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Faculty ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:dr_bereket_yilma.jpg |[https://bekyilma.github.io/ Dr. Bereket Yilma]&lt;br /&gt;
Image:Jaakko peltonen 215x296.jpg|[http://users.ics.aalto.fi/jtpelto// Jaakko Peltonen]&lt;br /&gt;
Image:IMG_0611.JPG|[http://www.dcs.warwick.ac.uk/~acristea/ Alexandra I. Cristea]&lt;br /&gt;
Image:Sibel.jpg|[http://sibelsomyurek.com/ Sibel Somyürek]&lt;br /&gt;
Image:Susan_bull.png|[https://www.researchgate.net/profile/Susan_Bull2 Susan Bull]&lt;br /&gt;
Image:KatrienVerbert.jpg|[http://people.cs.kuleuven.be/~katrien.verbert/KatrienVerbert/Katrien_Verbert.html Katrien Verbert]&lt;br /&gt;
Image:Roman bednarik.png|[http://cs.uef.fi/~rbednari/ Roman Bednarik]&lt;br /&gt;
Image:TanjaMitrovic.jpg|[http://www.cosc.canterbury.ac.nz/tanja.mitrovic/ Tanja Mitrovic]&lt;br /&gt;
Image:Eva millan.gif|[http://www.lcc.uma.es/~eva/ Eva Millán Valldeperas]&lt;br /&gt;
Image:Julita vasilleva.gif|[http://www.cs.usask.ca/faculty/julita/ Julita Vassileva]&lt;br /&gt;
Image:NicolaHenze.gif|[http://www.kbs.uni-hannover.de/~henze/ Nicola Henze]&lt;br /&gt;
Image:RiccardoRizzo.png|[https://www.icar.cnr.it/persone/rizzo/ Riccardo Rizzo]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Scholars == &lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:Henrik.jpg | [https://www.researchgate.net/profile/Henrik-Bradland-2 Henrik Bradland] &amp;lt;br/&amp;gt; Universitetet i Agder, Norway&lt;br /&gt;
Image:alice.jpg |[https://research-portal.uu.nl/en/persons/alice-micheli Alice Micheli] &amp;lt;br/&amp;gt; Utrecht University, Netherlands&lt;br /&gt;
Image:1648208030273.jpg | [https://www.linkedin.com/in/maxwellszymanski/ Maxwell Szymanski] &amp;lt;br/&amp;gt; KU Leuven, Belgium&lt;br /&gt;
Image:Francesco.jpeg | [https://www.ifi.uzh.ch/en/zest/team/francesco_sovrano.html Francesco Sovrano] &amp;lt;br/&amp;gt; Universita Degli Studi Bologna, Italy&lt;br /&gt;
Image:boet_hubert.jpg |[https://www.linkedin.com/in/hubertboet/ Hubert Boët] &amp;lt;br/&amp;gt; Université Sorbonne Paris Nord&lt;br /&gt;
Image:Laia_alb%C3%B3.png|[https://scholar.google.es/citations?user=G8XglngAAAAJ&amp;amp;hl=ca Laia Albó] &amp;lt;br/&amp;gt; Universitat Pompeu Fabra, Barcelona&lt;br /&gt;
Image:Samuele.jpeg|[https://www.linkedin.com/in/samuele-passalacqua/ Samuele Passalacqua] &amp;lt;br/&amp;gt; Università degli Studi di Genova, Italy &lt;br /&gt;
Image:huhtamaki-jukka-300.jpg|[http://www.linkedin.com/in/jukkahuhtamaki Jukka Huhtamäki]&amp;lt;br/&amp;gt;University of Tampere, Finland&lt;br /&gt;
Image:CECILIA.jpeg|[https://www.linkedin.com/in/cecilia-di-sciascio/ Cecilia di Sciascio]&amp;lt;br/&amp;gt;Know Center, Graz, Austria&lt;br /&gt;
Image:Andrew.jpg|[https://www.researchgate.net/profile/Shuchen-Li Shuchen Li] &amp;lt;br/&amp;gt;Beijing University of Posts and Telecommunications&lt;br /&gt;
Image:Rafael.png|[https://rafaelrda.wordpress.com Rafael Dias Araújo]&amp;lt;br/&amp;gt;Assistant Professor&amp;lt;br/&amp;gt;Federal University of Uberlandia, Brazil&lt;br /&gt;
Image:Ayca cebi.jpg|[https://ktu.academia.edu/aycacebi Ayça ÇEBİ] &amp;lt;br/&amp;gt;Trabzon University&lt;br /&gt;
Image:File crop1 1183908 y 384.jpg|[https://people.aalto.fi/index.html?profilepage=isfor#!teemu_sirkia Teemu Sirkiä]&amp;lt;br/&amp;gt;Aalto University, Finland&lt;br /&gt;
Image:Chris_face.jpg|[https://www.christophtrattner.info/ Christof Trattner]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Bergen&lt;br /&gt;
Image:Michelle_liang.JPG|[https://www.linkedin.com/in/drmichelleliang/ Michelle Liang]&lt;br /&gt;
Image:Yetunde.JPG|[https://wit.edu/directory/yetunde-folajimi Yetunde Folajimi] &amp;lt;br/&amp;gt;Associate Professor&amp;lt;br/&amp;gt;Wentworth Institute of Technology&lt;br /&gt;
Image:Pkraker.jpg|[http://science20.wordpress.com Peter Kraker] &amp;lt;br/&amp;gt;Open Knowledge Maps&lt;br /&gt;
Image:Kim.jpg|Jaekyung Kim&lt;br /&gt;
Image:Jbravo.gif|[http://www.eps.uam.es/esp/personal/ficha.php?empid=367 Javier Bravo Agapito]&lt;br /&gt;
Image:MarkusKetterl1.jpg|[http://studip.serv.uni-osnabrueck.de/extern.php?username=mketterl&amp;amp;page_url=http://www.virtuos.uni-osnabrueck.de/VirtUOS/TemplStudipMitarbDetails&amp;amp;global_id=4c8fb9ddd4dde83366119b2031d39ab3 Markus Ketterl]&lt;br /&gt;
Image:Jillfreyne.jpg|[https://www.linkedin.com/in/jfreyne/ Jill Freyne]&amp;lt;br/&amp;gt;Deputy Chief Scientist&amp;lt;br/&amp;gt;CSIRO&lt;br /&gt;
Image:Robert.jpg|[https://bhh.hamburg.de/prof-dr-robert-mertens/ Robert Mertens] &amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;Berufliche Hochschule Hamburg&lt;br /&gt;
Image:Roman bednarik.png|[https://cs.joensuu.fi/~rbednari/ Roman Bednarik]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Eastern Finland&lt;br /&gt;
Image:Ewald ramp.jpg|[https://www.linkedin.com/in/ewaldramp/ Ewald W. A. Ramp]&amp;lt;br/&amp;gt;Strategic Systems &amp;amp; Technology Corporation&lt;br /&gt;
Image:Jacopo.jpg|[https://www.linkedin.com/in/jacopoarmani/ Jacopo Armani] &amp;lt;br/&amp;gt;Director/Producer &amp;lt;br/&amp;gt;Fireflies&lt;br /&gt;
Image:Liping_wang.jpg|Liping Wang&amp;lt;br/&amp;gt;JiLin University&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5139</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5139"/>
		<updated>2026-08-13T21:35:50Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Past Visiting Scholars */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Faculty ==&lt;br /&gt;
&amp;lt;gallery&amp;gt;&lt;br /&gt;
Image:Peter.jpg|&#039;&#039;&#039;[[User:Peterb | Peter Brusilovsky]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Director&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:rully.jpeg|[https://ruhendrawan.com/ Rully Hendrawan]&amp;lt;br/&amp;gt; Projects: [[The_Pitt_Grapevine|Grapevine]], [[Investigating_and_Evaluating_Exploratory_Recommender_Systems|ArtEx]]&lt;br /&gt;
&lt;br /&gt;
Image:moh70.jpg|[https://themhassany.github.io/ Mohammad Hassany]&amp;lt;br/&amp;gt; Projects: [[WEAT|WEAT]], [[CourseAuthoring|Course Authoring]], [[An_Infrastructure_for_Sustainable_Innovation_and_Research_in_Computer_Science_Education|CS SPLICE]]&lt;br /&gt;
&lt;br /&gt;
Image:arun.jpeg|[https://a2un.github.io/ Arun Lekshmi-Narayanan]&amp;lt;br/&amp;gt; Projects: [[CSEdPad|Self Explanations In JAVA Programming]], [[An_Infrastructure_for_Sustainable_Innovation_and_Research_in_Computer_Science_Education|CS SPLICE]], [[Publications#Reading_Mirror|Digital Textbooks]], [[Reading_Mirror|Reading Mirror]]&lt;br /&gt;
&lt;br /&gt;
Image:Rafaella.jpg|[https://www.linkedin.com/in/rafaella-sampaio-de-alencar/ Rafaella Sampaio de Alencar]&lt;br /&gt;
&lt;br /&gt;
Image:QuinnKWolter.png|[https://www.quinnkwolter.com/ Quinn K Wolter]&amp;lt;br/&amp;gt; Projects: [[An_Infrastructure_for_Sustainable_Innovation_and_Research_in_Computer_Science_Education|CS SPLICE]]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Incoming Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Marzieh.jpg|[https://www.linkedin.com/in/marzieh-alidadi/ Marzieh]&lt;br /&gt;
Image:bryan_hollingsworth.jpg|[https://www.linkedin.com/in/bryanhollings/ Bryan]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Jordan.jpeg|[http://pitt.edu/~jab464 Jordan Barria-Pineda]&amp;lt;br/&amp;gt;Assistant Professor, Universidad Diego Portales, Chile&lt;br /&gt;
Image:Kamil.jpg|[http://pitt.edu/~kaa108 Kamil Akhuseyinoglu]&amp;lt;br/&amp;gt;PostDoc, Carnegie Mellon&lt;br /&gt;
Image:behnam.jpg|[http://pitt.edu/~ber58 Behnam Rahdari]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]], [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&amp;lt;br/&amp;gt; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker] &amp;lt;br/&amp;gt;PAWS + [https://sites.pitt.edu/~dah44/iris.html IRIS Lab]&amp;lt;br/&amp;gt;Projects: [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&lt;br /&gt;
Image:Arezou.jpg|[https://www.linkedin.com/in/arezou-farzaneh/ Arezou Farzaneh]&amp;lt;br/&amp;gt; PAWS + [https://sites.pitt.edu/~mrfrank/resilientEconomy.html Resilient Economy Lab]&lt;br /&gt;
Image:Avatar.jpg|[http://pitt.edu/~hkc6 Hung Chau]&amp;lt;br /&amp;gt;Applied Scientist, Zillow&lt;br /&gt;
Image:zrisha.png|[https://zakrisha.com Zak Risha] &amp;lt;br /&amp;gt; PAWS + [https://facetlab.pitt.edu/ FACETLab]&lt;br /&gt;
Image:Tsai.jpg|[http://www.cht77.com/ Chun-Hua Tsai] &amp;lt;br/&amp;gt;Assistant Professor, College of Information Science and Technology, University of Nebraska at Omaha&lt;br /&gt;
Image:Roya.jpg|[[User:R.hosseini | Roya Hosseini]]  &amp;lt;br/&amp;gt;Senior Applied Scientist, Microsoft&lt;br /&gt;
Image:yunhuang.png|[http://columbus.exp.sis.pitt.edu/yunhuang/index.htm Yun Huang] &amp;lt;br/&amp;gt; Assistant professor, Universidad Austral de Chile&lt;br /&gt;
Image:Julio.jpg|[[User:Julio | Julio Daniel Guerra]]&amp;lt;br/&amp;gt;Projects: [[Mastery Grids Interface|Mastery Grids]] &amp;lt;br/&amp;gt; Professor of Computer Science, Universidad Austral de Chile&lt;br /&gt;
Image:xidao.jpg|[[User:Xidao| Xidao Wen]]&amp;lt;br/&amp;gt;PAWS + [https://picsolab.github.io/ PISCO Lab]  Postdoctoral Researcher, Tsinghua University&lt;br /&gt;
Image:Shaghayeghsahebi.jpg|[[User:Sherry | Shaghayegh Sahebi (Sherry)]] &amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, University at Albany - State University of New York&lt;br /&gt;
Image:Clau.JPG|[[User:Clau | Claudia López]] &amp;lt;br/&amp;gt;Associate Professor, Departamento de Informática, Universidad Técnica Federico Santa María, Chile&lt;br /&gt;
Image:Kong.png|[[User:Chirayu | Chirayu Wongchokprasitti]] &amp;lt;br/&amp;gt;Projects: [[CN3]], [[CoMeT]]&amp;lt;br/&amp;gt; Department of Biomedical Informatics, University of Pittsburgh&lt;br /&gt;
Image:Tomek.jpeg| [https://www.linkedin.com/in/tomekloboda/ Tomek Loboda]&amp;lt;br/&amp;gt;Projects: [[WADEIn]], [[Mastery Grids Interface|Mastery Grids]]&amp;lt;br/&amp;gt; Data Scientist&lt;br /&gt;
Image:jennifer.jpg|[[User:Jennifer | Jennifer (Yiling) Lin]]&amp;lt;br/&amp;gt;PAWS + [https://sites.pitt.edu/~dah44/iris.html IRIS Lab]&amp;lt;br/&amp;gt;Associate Professor, Department of Information Management, National Sun Yat-Sen University.&lt;br /&gt;
Image:Denis_PAWS_blog.jpg|[[User:Dparra | Denis Parra]]&amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, School of Engineering, Pontificia Universidad Católica de Chile&lt;br /&gt;
Image:Sergey.jpg|[[User:Sergey | Sergey Sosnovsky]]&amp;lt;br&amp;gt;Associate Professor, Utrecht University, Netherlands&lt;br /&gt;
Image:Hsiao.jpg|[[User:Shoha99 | Sharon (I-Han) Hsiao]]&amp;lt;br/&amp;gt;Projects: [[AnnotEx]], [[QuizJET]], [[Progressor]], [[ProgressorPlus]]&amp;lt;br/&amp;gt;Assistant Professor and David Packard endowed junior fellow, Department of Computer Science and Engineering, Santa Clara University&lt;br /&gt;
Image:Danielle.gif|[[User:Suleehs | Danielle H. Lee]]&amp;lt;br/&amp;gt;Projects: [[Eventur]], [[Proactive]]&amp;lt;br/&amp;gt;Professor, Management Information Systems, Chung-Ang University, Korea&lt;br /&gt;
Image:Michael_V_Yudelson.gif|&#039;&#039;&#039;[[User:Myudelson | Michael V. Yudelson]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Projects: [[Knowledge Tree]], [[CUMULATE]], [[PERSEUS]], [[NavEx]], [[CoPE]], [[WebEx]]&amp;lt;br/&amp;gt;Staff Data Scientist, Chegg&lt;br /&gt;
Image:jaewook-1.jpg|[[User:Jahn | Jae-wook Ahn]]&amp;lt;br/&amp;gt;Projects: [[ADVISE]], [[Adaptive VIBE]], [[YourNews]], [[TaskSieve]], [[NameSieve]]&amp;lt;br/&amp;gt;Research Staff Member, Distributed AI, IBM Research&lt;br /&gt;
Image:RostaFarzan.jpg|[[User:Rostaf | Rosta Farzan]]&amp;lt;br/&amp;gt;Professor, School of Computing and Information, University of Pittsburgh.&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Master Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:ZaraBlum.jpeg|[https://www.linkedin.com/in/zarajblum/ Zara Blum]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
Image:Gangeshwari_Rajavelu.png|[https://www.linkedin.com/in/gangeshwari-rajavelu-94991137/ Gangeshwari Rajavelu]&lt;br /&gt;
Image:ShrutiSabusuresh.jpeg|[https://www.linkedin.com/in/shrutisabusuresh/ Shruti Sabusuresh]&amp;lt;br/&amp;gt;Projects: [[Smart Content]]&lt;br /&gt;
Image:WeiJeng.jpeg|[https://homepage.ntu.edu.tw/~wjeng/ Wei Jeng]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:ShaopengZhang.jpeg|[https://www.linkedin.com/in/shaopengzhang/ Shaopeng Zhang]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:Gayathri.jpeg|[https://www.linkedin.com/in/gayathrikrishnamoorthy/ Gayathri Krishnamoorthy]&lt;br /&gt;
Image:Dhruba.jpeg|[https://www.linkedin.com/in/dbaishya/ Dhruba Baishya]&lt;br /&gt;
Image:VikKhenat.jpeg|[https://www.linkedin.com/in/vik-khenat/ Vik Khenat]&lt;br /&gt;
Image:Chavan_girish.jpeg|[https://www.linkedin.com/in/girishchavan Girish Chavan]&amp;lt;br/&amp;gt;CTO Astrata Inc&lt;br /&gt;
Image:Tibor Dumitriu.gif|[http://www.sis.pitt.edu/~dumitriu/ Tibor Dumitriu]&amp;lt;br/&amp;gt;Projects: [http://ir.exp.sis.pitt.edu/advise/ AdVisE]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Faculty ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:dr_bereket_yilma.jpg |[https://bekyilma.github.io/ Dr. Bereket Yilma]&lt;br /&gt;
Image:Jaakko peltonen 215x296.jpg|[http://users.ics.aalto.fi/jtpelto// Jaakko Peltonen]&lt;br /&gt;
Image:IMG_0611.JPG|[http://www.dcs.warwick.ac.uk/~acristea/ Alexandra I. Cristea]&lt;br /&gt;
Image:Sibel.jpg|[http://sibelsomyurek.com/ Sibel Somyürek]&lt;br /&gt;
Image:Susan_bull.png|[https://www.researchgate.net/profile/Susan_Bull2 Susan Bull]&lt;br /&gt;
Image:KatrienVerbert.jpg|[http://people.cs.kuleuven.be/~katrien.verbert/KatrienVerbert/Katrien_Verbert.html Katrien Verbert]&lt;br /&gt;
Image:Roman bednarik.png|[http://cs.uef.fi/~rbednari/ Roman Bednarik]&lt;br /&gt;
Image:TanjaMitrovic.jpg|[http://www.cosc.canterbury.ac.nz/tanja.mitrovic/ Tanja Mitrovic]&lt;br /&gt;
Image:Eva millan.gif|[http://www.lcc.uma.es/~eva/ Eva Millán Valldeperas]&lt;br /&gt;
Image:Julita vasilleva.gif|[http://www.cs.usask.ca/faculty/julita/ Julita Vassileva]&lt;br /&gt;
Image:NicolaHenze.gif|[http://www.kbs.uni-hannover.de/~henze/ Nicola Henze]&lt;br /&gt;
Image:RiccardoRizzo.png|[https://www.icar.cnr.it/persone/rizzo/ Riccardo Rizzo]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Scholars == &lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:Henrik.jpg | [https://www.uia.no/om-uia/ansatte/henrbr16/ Henrik Bradland]&lt;br /&gt;
Image:alice.jpg |[https://research-portal.uu.nl/en/persons/alice-micheli Alice Micheli] &amp;lt;br/&amp;gt; Utrecht University, Netherlands&lt;br /&gt;
Image:1648208030273.jpg | [https://www.linkedin.com/in/maxwellszymanski/ Maxwell Szymanski] &amp;lt;br/&amp;gt; KU Leuven, Belgium&lt;br /&gt;
Image:Francesco.jpeg | [https://www.ifi.uzh.ch/en/zest/team/francesco_sovrano.html Francesco Sovrano] &amp;lt;br/&amp;gt; Universita Degli Studi Bologna, Italy&lt;br /&gt;
Image:boet_hubert.jpg |[https://www.linkedin.com/in/hubertboet/ Hubert Boët] &amp;lt;br/&amp;gt; Université Sorbonne Paris Nord&lt;br /&gt;
Image:Laia_alb%C3%B3.png|[https://scholar.google.es/citations?user=G8XglngAAAAJ&amp;amp;hl=ca Laia Albó] &amp;lt;br/&amp;gt; Universitat Pompeu Fabra, Barcelona&lt;br /&gt;
Image:Samuele.jpeg|[https://www.linkedin.com/in/samuele-passalacqua/ Samuele Passalacqua] &amp;lt;br/&amp;gt; Università degli Studi di Genova, Italy &lt;br /&gt;
Image:huhtamaki-jukka-300.jpg|[http://www.linkedin.com/in/jukkahuhtamaki Jukka Huhtamäki]&amp;lt;br/&amp;gt;University of Tampere, Finland&lt;br /&gt;
Image:CECILIA.jpeg|[https://www.linkedin.com/in/cecilia-di-sciascio/ Cecilia di Sciascio]&amp;lt;br/&amp;gt;Know Center, Graz, Austria&lt;br /&gt;
Image:Andrew.jpg|[https://www.researchgate.net/profile/Shuchen-Li Shuchen Li] &amp;lt;br/&amp;gt;Beijing University of Posts and Telecommunications&lt;br /&gt;
Image:Rafael.png|[https://rafaelrda.wordpress.com Rafael Dias Araújo]&amp;lt;br/&amp;gt;Assistant Professor&amp;lt;br/&amp;gt;Federal University of Uberlandia, Brazil&lt;br /&gt;
Image:Ayca cebi.jpg|[https://ktu.academia.edu/aycacebi Ayça ÇEBİ] &amp;lt;br/&amp;gt;Trabzon University&lt;br /&gt;
Image:File crop1 1183908 y 384.jpg|[https://people.aalto.fi/index.html?profilepage=isfor#!teemu_sirkia Teemu Sirkiä]&amp;lt;br/&amp;gt;Aalto University, Finland&lt;br /&gt;
Image:Chris_face.jpg|[https://www.christophtrattner.info/ Christof Trattner]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Bergen&lt;br /&gt;
Image:Michelle_liang.JPG|[https://www.linkedin.com/in/drmichelleliang/ Michelle Liang]&lt;br /&gt;
Image:Yetunde.JPG|[https://wit.edu/directory/yetunde-folajimi Yetunde Folajimi] &amp;lt;br/&amp;gt;Associate Professor&amp;lt;br/&amp;gt;Wentworth Institute of Technology&lt;br /&gt;
Image:Pkraker.jpg|[http://science20.wordpress.com Peter Kraker] &amp;lt;br/&amp;gt;Open Knowledge Maps&lt;br /&gt;
Image:Kim.jpg|Jaekyung Kim&lt;br /&gt;
Image:Jbravo.gif|[http://www.eps.uam.es/esp/personal/ficha.php?empid=367 Javier Bravo Agapito]&lt;br /&gt;
Image:MarkusKetterl1.jpg|[http://studip.serv.uni-osnabrueck.de/extern.php?username=mketterl&amp;amp;page_url=http://www.virtuos.uni-osnabrueck.de/VirtUOS/TemplStudipMitarbDetails&amp;amp;global_id=4c8fb9ddd4dde83366119b2031d39ab3 Markus Ketterl]&lt;br /&gt;
Image:Jillfreyne.jpg|[https://www.linkedin.com/in/jfreyne/ Jill Freyne]&amp;lt;br/&amp;gt;Deputy Chief Scientist&amp;lt;br/&amp;gt;CSIRO&lt;br /&gt;
Image:Robert.jpg|[https://bhh.hamburg.de/prof-dr-robert-mertens/ Robert Mertens] &amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;Berufliche Hochschule Hamburg&lt;br /&gt;
Image:Roman bednarik.png|[https://cs.joensuu.fi/~rbednari/ Roman Bednarik]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Eastern Finland&lt;br /&gt;
Image:Ewald ramp.jpg|[https://www.linkedin.com/in/ewaldramp/ Ewald W. A. Ramp]&amp;lt;br/&amp;gt;Strategic Systems &amp;amp; Technology Corporation&lt;br /&gt;
Image:Jacopo.jpg|[https://www.linkedin.com/in/jacopoarmani/ Jacopo Armani] &amp;lt;br/&amp;gt;Director/Producer &amp;lt;br/&amp;gt;Fireflies&lt;br /&gt;
Image:Liping_wang.jpg|Liping Wang&amp;lt;br/&amp;gt;JiLin University&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5138</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5138"/>
		<updated>2026-08-13T21:35:05Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Past Visiting Scholars */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Faculty ==&lt;br /&gt;
&amp;lt;gallery&amp;gt;&lt;br /&gt;
Image:Peter.jpg|&#039;&#039;&#039;[[User:Peterb | Peter Brusilovsky]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Director&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:rully.jpeg|[https://ruhendrawan.com/ Rully Hendrawan]&amp;lt;br/&amp;gt; Projects: [[The_Pitt_Grapevine|Grapevine]], [[Investigating_and_Evaluating_Exploratory_Recommender_Systems|ArtEx]]&lt;br /&gt;
&lt;br /&gt;
Image:moh70.jpg|[https://themhassany.github.io/ Mohammad Hassany]&amp;lt;br/&amp;gt; Projects: [[WEAT|WEAT]], [[CourseAuthoring|Course Authoring]], [[An_Infrastructure_for_Sustainable_Innovation_and_Research_in_Computer_Science_Education|CS SPLICE]]&lt;br /&gt;
&lt;br /&gt;
Image:arun.jpeg|[https://a2un.github.io/ Arun Lekshmi-Narayanan]&amp;lt;br/&amp;gt; Projects: [[CSEdPad|Self Explanations In JAVA Programming]], [[An_Infrastructure_for_Sustainable_Innovation_and_Research_in_Computer_Science_Education|CS SPLICE]], [[Publications#Reading_Mirror|Digital Textbooks]], [[Reading_Mirror|Reading Mirror]]&lt;br /&gt;
&lt;br /&gt;
Image:Rafaella.jpg|[https://www.linkedin.com/in/rafaella-sampaio-de-alencar/ Rafaella Sampaio de Alencar]&lt;br /&gt;
&lt;br /&gt;
Image:QuinnKWolter.png|[https://www.quinnkwolter.com/ Quinn K Wolter]&amp;lt;br/&amp;gt; Projects: [[An_Infrastructure_for_Sustainable_Innovation_and_Research_in_Computer_Science_Education|CS SPLICE]]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Incoming Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Marzieh.jpg|[https://www.linkedin.com/in/marzieh-alidadi/ Marzieh]&lt;br /&gt;
Image:bryan_hollingsworth.jpg|[https://www.linkedin.com/in/bryanhollings/ Bryan]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Jordan.jpeg|[http://pitt.edu/~jab464 Jordan Barria-Pineda]&amp;lt;br/&amp;gt;Assistant Professor, Universidad Diego Portales, Chile&lt;br /&gt;
Image:Kamil.jpg|[http://pitt.edu/~kaa108 Kamil Akhuseyinoglu]&amp;lt;br/&amp;gt;PostDoc, Carnegie Mellon&lt;br /&gt;
Image:behnam.jpg|[http://pitt.edu/~ber58 Behnam Rahdari]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]], [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&amp;lt;br/&amp;gt; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker] &amp;lt;br/&amp;gt;PAWS + [https://sites.pitt.edu/~dah44/iris.html IRIS Lab]&amp;lt;br/&amp;gt;Projects: [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&lt;br /&gt;
Image:Arezou.jpg|[https://www.linkedin.com/in/arezou-farzaneh/ Arezou Farzaneh]&amp;lt;br/&amp;gt; PAWS + [https://sites.pitt.edu/~mrfrank/resilientEconomy.html Resilient Economy Lab]&lt;br /&gt;
Image:Avatar.jpg|[http://pitt.edu/~hkc6 Hung Chau]&amp;lt;br /&amp;gt;Applied Scientist, Zillow&lt;br /&gt;
Image:zrisha.png|[https://zakrisha.com Zak Risha] &amp;lt;br /&amp;gt; PAWS + [https://facetlab.pitt.edu/ FACETLab]&lt;br /&gt;
Image:Tsai.jpg|[http://www.cht77.com/ Chun-Hua Tsai] &amp;lt;br/&amp;gt;Assistant Professor, College of Information Science and Technology, University of Nebraska at Omaha&lt;br /&gt;
Image:Roya.jpg|[[User:R.hosseini | Roya Hosseini]]  &amp;lt;br/&amp;gt;Senior Applied Scientist, Microsoft&lt;br /&gt;
Image:yunhuang.png|[http://columbus.exp.sis.pitt.edu/yunhuang/index.htm Yun Huang] &amp;lt;br/&amp;gt; Assistant professor, Universidad Austral de Chile&lt;br /&gt;
Image:Julio.jpg|[[User:Julio | Julio Daniel Guerra]]&amp;lt;br/&amp;gt;Projects: [[Mastery Grids Interface|Mastery Grids]] &amp;lt;br/&amp;gt; Professor of Computer Science, Universidad Austral de Chile&lt;br /&gt;
Image:xidao.jpg|[[User:Xidao| Xidao Wen]]&amp;lt;br/&amp;gt;PAWS + [https://picsolab.github.io/ PISCO Lab]  Postdoctoral Researcher, Tsinghua University&lt;br /&gt;
Image:Shaghayeghsahebi.jpg|[[User:Sherry | Shaghayegh Sahebi (Sherry)]] &amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, University at Albany - State University of New York&lt;br /&gt;
Image:Clau.JPG|[[User:Clau | Claudia López]] &amp;lt;br/&amp;gt;Associate Professor, Departamento de Informática, Universidad Técnica Federico Santa María, Chile&lt;br /&gt;
Image:Kong.png|[[User:Chirayu | Chirayu Wongchokprasitti]] &amp;lt;br/&amp;gt;Projects: [[CN3]], [[CoMeT]]&amp;lt;br/&amp;gt; Department of Biomedical Informatics, University of Pittsburgh&lt;br /&gt;
Image:Tomek.jpeg| [https://www.linkedin.com/in/tomekloboda/ Tomek Loboda]&amp;lt;br/&amp;gt;Projects: [[WADEIn]], [[Mastery Grids Interface|Mastery Grids]]&amp;lt;br/&amp;gt; Data Scientist&lt;br /&gt;
Image:jennifer.jpg|[[User:Jennifer | Jennifer (Yiling) Lin]]&amp;lt;br/&amp;gt;PAWS + [https://sites.pitt.edu/~dah44/iris.html IRIS Lab]&amp;lt;br/&amp;gt;Associate Professor, Department of Information Management, National Sun Yat-Sen University.&lt;br /&gt;
Image:Denis_PAWS_blog.jpg|[[User:Dparra | Denis Parra]]&amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, School of Engineering, Pontificia Universidad Católica de Chile&lt;br /&gt;
Image:Sergey.jpg|[[User:Sergey | Sergey Sosnovsky]]&amp;lt;br&amp;gt;Associate Professor, Utrecht University, Netherlands&lt;br /&gt;
Image:Hsiao.jpg|[[User:Shoha99 | Sharon (I-Han) Hsiao]]&amp;lt;br/&amp;gt;Projects: [[AnnotEx]], [[QuizJET]], [[Progressor]], [[ProgressorPlus]]&amp;lt;br/&amp;gt;Assistant Professor and David Packard endowed junior fellow, Department of Computer Science and Engineering, Santa Clara University&lt;br /&gt;
Image:Danielle.gif|[[User:Suleehs | Danielle H. Lee]]&amp;lt;br/&amp;gt;Projects: [[Eventur]], [[Proactive]]&amp;lt;br/&amp;gt;Professor, Management Information Systems, Chung-Ang University, Korea&lt;br /&gt;
Image:Michael_V_Yudelson.gif|&#039;&#039;&#039;[[User:Myudelson | Michael V. Yudelson]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Projects: [[Knowledge Tree]], [[CUMULATE]], [[PERSEUS]], [[NavEx]], [[CoPE]], [[WebEx]]&amp;lt;br/&amp;gt;Staff Data Scientist, Chegg&lt;br /&gt;
Image:jaewook-1.jpg|[[User:Jahn | Jae-wook Ahn]]&amp;lt;br/&amp;gt;Projects: [[ADVISE]], [[Adaptive VIBE]], [[YourNews]], [[TaskSieve]], [[NameSieve]]&amp;lt;br/&amp;gt;Research Staff Member, Distributed AI, IBM Research&lt;br /&gt;
Image:RostaFarzan.jpg|[[User:Rostaf | Rosta Farzan]]&amp;lt;br/&amp;gt;Professor, School of Computing and Information, University of Pittsburgh.&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Master Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:ZaraBlum.jpeg|[https://www.linkedin.com/in/zarajblum/ Zara Blum]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
Image:Gangeshwari_Rajavelu.png|[https://www.linkedin.com/in/gangeshwari-rajavelu-94991137/ Gangeshwari Rajavelu]&lt;br /&gt;
Image:ShrutiSabusuresh.jpeg|[https://www.linkedin.com/in/shrutisabusuresh/ Shruti Sabusuresh]&amp;lt;br/&amp;gt;Projects: [[Smart Content]]&lt;br /&gt;
Image:WeiJeng.jpeg|[https://homepage.ntu.edu.tw/~wjeng/ Wei Jeng]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:ShaopengZhang.jpeg|[https://www.linkedin.com/in/shaopengzhang/ Shaopeng Zhang]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:Gayathri.jpeg|[https://www.linkedin.com/in/gayathrikrishnamoorthy/ Gayathri Krishnamoorthy]&lt;br /&gt;
Image:Dhruba.jpeg|[https://www.linkedin.com/in/dbaishya/ Dhruba Baishya]&lt;br /&gt;
Image:VikKhenat.jpeg|[https://www.linkedin.com/in/vik-khenat/ Vik Khenat]&lt;br /&gt;
Image:Chavan_girish.jpeg|[https://www.linkedin.com/in/girishchavan Girish Chavan]&amp;lt;br/&amp;gt;CTO Astrata Inc&lt;br /&gt;
Image:Tibor Dumitriu.gif|[http://www.sis.pitt.edu/~dumitriu/ Tibor Dumitriu]&amp;lt;br/&amp;gt;Projects: [http://ir.exp.sis.pitt.edu/advise/ AdVisE]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Faculty ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:dr_bereket_yilma.jpg |[https://bekyilma.github.io/ Dr. Bereket Yilma]&lt;br /&gt;
Image:Jaakko peltonen 215x296.jpg|[http://users.ics.aalto.fi/jtpelto// Jaakko Peltonen]&lt;br /&gt;
Image:IMG_0611.JPG|[http://www.dcs.warwick.ac.uk/~acristea/ Alexandra I. Cristea]&lt;br /&gt;
Image:Sibel.jpg|[http://sibelsomyurek.com/ Sibel Somyürek]&lt;br /&gt;
Image:Susan_bull.png|[https://www.researchgate.net/profile/Susan_Bull2 Susan Bull]&lt;br /&gt;
Image:KatrienVerbert.jpg|[http://people.cs.kuleuven.be/~katrien.verbert/KatrienVerbert/Katrien_Verbert.html Katrien Verbert]&lt;br /&gt;
Image:Roman bednarik.png|[http://cs.uef.fi/~rbednari/ Roman Bednarik]&lt;br /&gt;
Image:TanjaMitrovic.jpg|[http://www.cosc.canterbury.ac.nz/tanja.mitrovic/ Tanja Mitrovic]&lt;br /&gt;
Image:Eva millan.gif|[http://www.lcc.uma.es/~eva/ Eva Millán Valldeperas]&lt;br /&gt;
Image:Julita vasilleva.gif|[http://www.cs.usask.ca/faculty/julita/ Julita Vassileva]&lt;br /&gt;
Image:NicolaHenze.gif|[http://www.kbs.uni-hannover.de/~henze/ Nicola Henze]&lt;br /&gt;
Image:RiccardoRizzo.png|[https://www.icar.cnr.it/persone/rizzo/ Riccardo Rizzo]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Scholars == &lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:Henrik.jpg | [https://www.uia.no/om-uia/ansatte/henrbr16/ Henrik Bradland]&lt;br /&gt;
Image:alice.jpg |[https://research-portal.uu.nl/en/persons/alice-micheli Alice Micheli] &amp;lt;br/&amp;gt; Utrecht University, Netherlands&lt;br /&gt;
Image:1648208030273.jpg | [https://www.linkedin.com/in/maxwellszymanski/ Maxwell Szymanski] &amp;lt;br/&amp;gt; KU Leuven, Belgium&lt;br /&gt;
Image:Francesco.jpeg | [https://www.ifi.uzh.ch/en/zest/team/francesco_sovrano.html Francesco Sovrano] &amp;lt;br/&amp;gt; Universita Degli Studi Bologna, Italy&lt;br /&gt;
Image:boet_hubert.jpg |[https://www.linkedin.com/in/hubertboet/ Hubert Boët] &amp;lt;br/&amp;gt; Université Sorbonne Paris Nord&lt;br /&gt;
Image:Laia_alb%C3%B3.png|[https://scholar.google.es/citations?user=G8XglngAAAAJ&amp;amp;hl=ca Laia Albó] &amp;lt;br/&amp;gt; Universitat Pompeu Fabra, Barcelona&lt;br /&gt;
Image:Samuele.jpg|[https://www.linkedin.com/in/samuele-passalacqua/ Samuele Passalacqua] &amp;lt;br/&amp;gt; Università degli Studi di Genova, Italy &lt;br /&gt;
Image:huhtamaki-jukka-300.jpg|[http://www.linkedin.com/in/jukkahuhtamaki Jukka Huhtamäki]&amp;lt;br/&amp;gt;University of Tampere, Finland&lt;br /&gt;
Image:CECILIA.jpeg|[https://www.linkedin.com/in/cecilia-di-sciascio/ Cecilia di Sciascio]&amp;lt;br/&amp;gt;Know Center, Graz, Austria&lt;br /&gt;
Image:Andrew.jpg|[https://www.researchgate.net/profile/Shuchen-Li Shuchen Li] &amp;lt;br/&amp;gt;Beijing University of Posts and Telecommunications&lt;br /&gt;
Image:Rafael.png|[https://rafaelrda.wordpress.com Rafael Dias Araújo]&amp;lt;br/&amp;gt;Assistant Professor&amp;lt;br/&amp;gt;Federal University of Uberlandia, Brazil&lt;br /&gt;
Image:Ayca cebi.jpg|[https://ktu.academia.edu/aycacebi Ayça ÇEBİ] &amp;lt;br/&amp;gt;Trabzon University&lt;br /&gt;
Image:File crop1 1183908 y 384.jpg|[https://people.aalto.fi/index.html?profilepage=isfor#!teemu_sirkia Teemu Sirkiä]&amp;lt;br/&amp;gt;Aalto University, Finland&lt;br /&gt;
Image:Chris_face.jpg|[https://www.christophtrattner.info/ Christof Trattner]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Bergen&lt;br /&gt;
Image:Michelle_liang.JPG|[https://www.linkedin.com/in/drmichelleliang/ Michelle Liang]&lt;br /&gt;
Image:Yetunde.JPG|[https://wit.edu/directory/yetunde-folajimi Yetunde Folajimi] &amp;lt;br/&amp;gt;Associate Professor&amp;lt;br/&amp;gt;Wentworth Institute of Technology&lt;br /&gt;
Image:Pkraker.jpg|[http://science20.wordpress.com Peter Kraker] &amp;lt;br/&amp;gt;Open Knowledge Maps&lt;br /&gt;
Image:Kim.jpg|Jaekyung Kim&lt;br /&gt;
Image:Jbravo.gif|[http://www.eps.uam.es/esp/personal/ficha.php?empid=367 Javier Bravo Agapito]&lt;br /&gt;
Image:MarkusKetterl1.jpg|[http://studip.serv.uni-osnabrueck.de/extern.php?username=mketterl&amp;amp;page_url=http://www.virtuos.uni-osnabrueck.de/VirtUOS/TemplStudipMitarbDetails&amp;amp;global_id=4c8fb9ddd4dde83366119b2031d39ab3 Markus Ketterl]&lt;br /&gt;
Image:Jillfreyne.jpg|[https://www.linkedin.com/in/jfreyne/ Jill Freyne]&amp;lt;br/&amp;gt;Deputy Chief Scientist&amp;lt;br/&amp;gt;CSIRO&lt;br /&gt;
Image:Robert.jpg|[https://bhh.hamburg.de/prof-dr-robert-mertens/ Robert Mertens] &amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;Berufliche Hochschule Hamburg&lt;br /&gt;
Image:Roman bednarik.png|[https://cs.joensuu.fi/~rbednari/ Roman Bednarik]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Eastern Finland&lt;br /&gt;
Image:Ewald ramp.jpg|[https://www.linkedin.com/in/ewaldramp/ Ewald W. A. Ramp]&amp;lt;br/&amp;gt;Strategic Systems &amp;amp; Technology Corporation&lt;br /&gt;
Image:Jacopo.jpg|[https://www.linkedin.com/in/jacopoarmani/ Jacopo Armani] &amp;lt;br/&amp;gt;Director/Producer &amp;lt;br/&amp;gt;Fireflies&lt;br /&gt;
Image:Liping_wang.jpg|Liping Wang&amp;lt;br/&amp;gt;JiLin University&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=File:Samuele.jpeg&amp;diff=5137</id>
		<title>File:Samuele.jpeg</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=File:Samuele.jpeg&amp;diff=5137"/>
		<updated>2026-08-13T21:33:09Z</updated>

		<summary type="html">&lt;p&gt;Peterb: Samuele Passalqua&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Summary ==&lt;br /&gt;
Samuele Passalqua&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5136</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5136"/>
		<updated>2026-08-13T21:32:12Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Past Visiting Scholars */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Faculty ==&lt;br /&gt;
&amp;lt;gallery&amp;gt;&lt;br /&gt;
Image:Peter.jpg|&#039;&#039;&#039;[[User:Peterb | Peter Brusilovsky]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Director&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:rully.jpeg|[https://ruhendrawan.com/ Rully Hendrawan]&amp;lt;br/&amp;gt; Projects: [[The_Pitt_Grapevine|Grapevine]], [[Investigating_and_Evaluating_Exploratory_Recommender_Systems|ArtEx]]&lt;br /&gt;
&lt;br /&gt;
Image:moh70.jpg|[https://themhassany.github.io/ Mohammad Hassany]&amp;lt;br/&amp;gt; Projects: [[WEAT|WEAT]], [[CourseAuthoring|Course Authoring]], [[An_Infrastructure_for_Sustainable_Innovation_and_Research_in_Computer_Science_Education|CS SPLICE]]&lt;br /&gt;
&lt;br /&gt;
Image:arun.jpeg|[https://a2un.github.io/ Arun Lekshmi-Narayanan]&amp;lt;br/&amp;gt; Projects: [[CSEdPad|Self Explanations In JAVA Programming]], [[An_Infrastructure_for_Sustainable_Innovation_and_Research_in_Computer_Science_Education|CS SPLICE]], [[Publications#Reading_Mirror|Digital Textbooks]], [[Reading_Mirror|Reading Mirror]]&lt;br /&gt;
&lt;br /&gt;
Image:Rafaella.jpg|[https://www.linkedin.com/in/rafaella-sampaio-de-alencar/ Rafaella Sampaio de Alencar]&lt;br /&gt;
&lt;br /&gt;
Image:QuinnKWolter.png|[https://www.quinnkwolter.com/ Quinn K Wolter]&amp;lt;br/&amp;gt; Projects: [[An_Infrastructure_for_Sustainable_Innovation_and_Research_in_Computer_Science_Education|CS SPLICE]]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Incoming Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Marzieh.jpg|[https://www.linkedin.com/in/marzieh-alidadi/ Marzieh]&lt;br /&gt;
Image:bryan_hollingsworth.jpg|[https://www.linkedin.com/in/bryanhollings/ Bryan]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Jordan.jpeg|[http://pitt.edu/~jab464 Jordan Barria-Pineda]&amp;lt;br/&amp;gt;Assistant Professor, Universidad Diego Portales, Chile&lt;br /&gt;
Image:Kamil.jpg|[http://pitt.edu/~kaa108 Kamil Akhuseyinoglu]&amp;lt;br/&amp;gt;PostDoc, Carnegie Mellon&lt;br /&gt;
Image:behnam.jpg|[http://pitt.edu/~ber58 Behnam Rahdari]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]], [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&amp;lt;br/&amp;gt; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker] &amp;lt;br/&amp;gt;PAWS + [https://sites.pitt.edu/~dah44/iris.html IRIS Lab]&amp;lt;br/&amp;gt;Projects: [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&lt;br /&gt;
Image:Arezou.jpg|[https://www.linkedin.com/in/arezou-farzaneh/ Arezou Farzaneh]&amp;lt;br/&amp;gt; PAWS + [https://sites.pitt.edu/~mrfrank/resilientEconomy.html Resilient Economy Lab]&lt;br /&gt;
Image:Avatar.jpg|[http://pitt.edu/~hkc6 Hung Chau]&amp;lt;br /&amp;gt;Applied Scientist, Zillow&lt;br /&gt;
Image:zrisha.png|[https://zakrisha.com Zak Risha] &amp;lt;br /&amp;gt; PAWS + [https://facetlab.pitt.edu/ FACETLab]&lt;br /&gt;
Image:Tsai.jpg|[http://www.cht77.com/ Chun-Hua Tsai] &amp;lt;br/&amp;gt;Assistant Professor, College of Information Science and Technology, University of Nebraska at Omaha&lt;br /&gt;
Image:Roya.jpg|[[User:R.hosseini | Roya Hosseini]]  &amp;lt;br/&amp;gt;Senior Applied Scientist, Microsoft&lt;br /&gt;
Image:yunhuang.png|[http://columbus.exp.sis.pitt.edu/yunhuang/index.htm Yun Huang] &amp;lt;br/&amp;gt; Assistant professor, Universidad Austral de Chile&lt;br /&gt;
Image:Julio.jpg|[[User:Julio | Julio Daniel Guerra]]&amp;lt;br/&amp;gt;Projects: [[Mastery Grids Interface|Mastery Grids]] &amp;lt;br/&amp;gt; Professor of Computer Science, Universidad Austral de Chile&lt;br /&gt;
Image:xidao.jpg|[[User:Xidao| Xidao Wen]]&amp;lt;br/&amp;gt;PAWS + [https://picsolab.github.io/ PISCO Lab]  Postdoctoral Researcher, Tsinghua University&lt;br /&gt;
Image:Shaghayeghsahebi.jpg|[[User:Sherry | Shaghayegh Sahebi (Sherry)]] &amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, University at Albany - State University of New York&lt;br /&gt;
Image:Clau.JPG|[[User:Clau | Claudia López]] &amp;lt;br/&amp;gt;Associate Professor, Departamento de Informática, Universidad Técnica Federico Santa María, Chile&lt;br /&gt;
Image:Kong.png|[[User:Chirayu | Chirayu Wongchokprasitti]] &amp;lt;br/&amp;gt;Projects: [[CN3]], [[CoMeT]]&amp;lt;br/&amp;gt; Department of Biomedical Informatics, University of Pittsburgh&lt;br /&gt;
Image:Tomek.jpeg| [https://www.linkedin.com/in/tomekloboda/ Tomek Loboda]&amp;lt;br/&amp;gt;Projects: [[WADEIn]], [[Mastery Grids Interface|Mastery Grids]]&amp;lt;br/&amp;gt; Data Scientist&lt;br /&gt;
Image:jennifer.jpg|[[User:Jennifer | Jennifer (Yiling) Lin]]&amp;lt;br/&amp;gt;PAWS + [https://sites.pitt.edu/~dah44/iris.html IRIS Lab]&amp;lt;br/&amp;gt;Associate Professor, Department of Information Management, National Sun Yat-Sen University.&lt;br /&gt;
Image:Denis_PAWS_blog.jpg|[[User:Dparra | Denis Parra]]&amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, School of Engineering, Pontificia Universidad Católica de Chile&lt;br /&gt;
Image:Sergey.jpg|[[User:Sergey | Sergey Sosnovsky]]&amp;lt;br&amp;gt;Associate Professor, Utrecht University, Netherlands&lt;br /&gt;
Image:Hsiao.jpg|[[User:Shoha99 | Sharon (I-Han) Hsiao]]&amp;lt;br/&amp;gt;Projects: [[AnnotEx]], [[QuizJET]], [[Progressor]], [[ProgressorPlus]]&amp;lt;br/&amp;gt;Assistant Professor and David Packard endowed junior fellow, Department of Computer Science and Engineering, Santa Clara University&lt;br /&gt;
Image:Danielle.gif|[[User:Suleehs | Danielle H. Lee]]&amp;lt;br/&amp;gt;Projects: [[Eventur]], [[Proactive]]&amp;lt;br/&amp;gt;Professor, Management Information Systems, Chung-Ang University, Korea&lt;br /&gt;
Image:Michael_V_Yudelson.gif|&#039;&#039;&#039;[[User:Myudelson | Michael V. Yudelson]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Projects: [[Knowledge Tree]], [[CUMULATE]], [[PERSEUS]], [[NavEx]], [[CoPE]], [[WebEx]]&amp;lt;br/&amp;gt;Staff Data Scientist, Chegg&lt;br /&gt;
Image:jaewook-1.jpg|[[User:Jahn | Jae-wook Ahn]]&amp;lt;br/&amp;gt;Projects: [[ADVISE]], [[Adaptive VIBE]], [[YourNews]], [[TaskSieve]], [[NameSieve]]&amp;lt;br/&amp;gt;Research Staff Member, Distributed AI, IBM Research&lt;br /&gt;
Image:RostaFarzan.jpg|[[User:Rostaf | Rosta Farzan]]&amp;lt;br/&amp;gt;Professor, School of Computing and Information, University of Pittsburgh.&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Master Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:ZaraBlum.jpeg|[https://www.linkedin.com/in/zarajblum/ Zara Blum]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
Image:Gangeshwari_Rajavelu.png|[https://www.linkedin.com/in/gangeshwari-rajavelu-94991137/ Gangeshwari Rajavelu]&lt;br /&gt;
Image:ShrutiSabusuresh.jpeg|[https://www.linkedin.com/in/shrutisabusuresh/ Shruti Sabusuresh]&amp;lt;br/&amp;gt;Projects: [[Smart Content]]&lt;br /&gt;
Image:WeiJeng.jpeg|[https://homepage.ntu.edu.tw/~wjeng/ Wei Jeng]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:ShaopengZhang.jpeg|[https://www.linkedin.com/in/shaopengzhang/ Shaopeng Zhang]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:Gayathri.jpeg|[https://www.linkedin.com/in/gayathrikrishnamoorthy/ Gayathri Krishnamoorthy]&lt;br /&gt;
Image:Dhruba.jpeg|[https://www.linkedin.com/in/dbaishya/ Dhruba Baishya]&lt;br /&gt;
Image:VikKhenat.jpeg|[https://www.linkedin.com/in/vik-khenat/ Vik Khenat]&lt;br /&gt;
Image:Chavan_girish.jpeg|[https://www.linkedin.com/in/girishchavan Girish Chavan]&amp;lt;br/&amp;gt;CTO Astrata Inc&lt;br /&gt;
Image:Tibor Dumitriu.gif|[http://www.sis.pitt.edu/~dumitriu/ Tibor Dumitriu]&amp;lt;br/&amp;gt;Projects: [http://ir.exp.sis.pitt.edu/advise/ AdVisE]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Faculty ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:dr_bereket_yilma.jpg |[https://bekyilma.github.io/ Dr. Bereket Yilma]&lt;br /&gt;
Image:Jaakko peltonen 215x296.jpg|[http://users.ics.aalto.fi/jtpelto// Jaakko Peltonen]&lt;br /&gt;
Image:IMG_0611.JPG|[http://www.dcs.warwick.ac.uk/~acristea/ Alexandra I. Cristea]&lt;br /&gt;
Image:Sibel.jpg|[http://sibelsomyurek.com/ Sibel Somyürek]&lt;br /&gt;
Image:Susan_bull.png|[https://www.researchgate.net/profile/Susan_Bull2 Susan Bull]&lt;br /&gt;
Image:KatrienVerbert.jpg|[http://people.cs.kuleuven.be/~katrien.verbert/KatrienVerbert/Katrien_Verbert.html Katrien Verbert]&lt;br /&gt;
Image:Roman bednarik.png|[http://cs.uef.fi/~rbednari/ Roman Bednarik]&lt;br /&gt;
Image:TanjaMitrovic.jpg|[http://www.cosc.canterbury.ac.nz/tanja.mitrovic/ Tanja Mitrovic]&lt;br /&gt;
Image:Eva millan.gif|[http://www.lcc.uma.es/~eva/ Eva Millán Valldeperas]&lt;br /&gt;
Image:Julita vasilleva.gif|[http://www.cs.usask.ca/faculty/julita/ Julita Vassileva]&lt;br /&gt;
Image:NicolaHenze.gif|[http://www.kbs.uni-hannover.de/~henze/ Nicola Henze]&lt;br /&gt;
Image:RiccardoRizzo.png|[https://www.icar.cnr.it/persone/rizzo/ Riccardo Rizzo]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Scholars == &lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:Henrik.jpg | [https://www.uia.no/om-uia/ansatte/henrbr16/ Henrik Bradland]&lt;br /&gt;
Image:alice.jpg |[https://research-portal.uu.nl/en/persons/alice-micheli Alice Micheli] &amp;lt;br/&amp;gt; Utrecht University, Netherlands&lt;br /&gt;
Image:1648208030273.jpg | [https://www.linkedin.com/in/maxwellszymanski/ Maxwell Szymanski] &amp;lt;br/&amp;gt; KU Leuven, Belgium&lt;br /&gt;
Image:Francesco.jpeg | [https://www.ifi.uzh.ch/en/zest/team/francesco_sovrano.html Francesco Sovrano] &amp;lt;br/&amp;gt; Universita Degli Studi Bologna, Italy&lt;br /&gt;
Image:boet_hubert.jpg |[https://www.linkedin.com/in/hubertboet/ Hubert Boët] &amp;lt;br/&amp;gt; Université Sorbonne Paris Nord&lt;br /&gt;
Image:Laia_alb%C3%B3.png|[https://scholar.google.es/citations?user=G8XglngAAAAJ&amp;amp;hl=ca Laia Albó] &amp;lt;br/&amp;gt; Universitat Pompeu Fabra, Barcelona&lt;br /&gt;
Image:samuele.jpg|[https://www.linkedin.com/in/samuele-passalacqua/ Samuele Passalacqua] &amp;lt;br/&amp;gt; Università degli Studi di Genova, Italy &lt;br /&gt;
Image:huhtamaki-jukka-300.jpg|[http://www.linkedin.com/in/jukkahuhtamaki Jukka Huhtamäki]&amp;lt;br/&amp;gt;University of Tampere, Finland&lt;br /&gt;
Image:CECILIA.jpeg|[https://www.linkedin.com/in/cecilia-di-sciascio/ Cecilia di Sciascio]&amp;lt;br/&amp;gt;Know Center, Graz, Austria&lt;br /&gt;
Image:Andrew.jpg|[https://www.researchgate.net/profile/Shuchen-Li Shuchen Li] &amp;lt;br/&amp;gt;Beijing University of Posts and Telecommunications&lt;br /&gt;
Image:Rafael.png|[https://rafaelrda.wordpress.com Rafael Dias Araújo]&amp;lt;br/&amp;gt;Assistant Professor&amp;lt;br/&amp;gt;Federal University of Uberlandia, Brazil&lt;br /&gt;
Image:Ayca cebi.jpg|[https://ktu.academia.edu/aycacebi Ayça ÇEBİ] &amp;lt;br/&amp;gt;Trabzon University&lt;br /&gt;
Image:File crop1 1183908 y 384.jpg|[https://people.aalto.fi/index.html?profilepage=isfor#!teemu_sirkia Teemu Sirkiä]&amp;lt;br/&amp;gt;Aalto University, Finland&lt;br /&gt;
Image:Chris_face.jpg|[https://www.christophtrattner.info/ Christof Trattner]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Bergen&lt;br /&gt;
Image:Michelle_liang.JPG|[https://www.linkedin.com/in/drmichelleliang/ Michelle Liang]&lt;br /&gt;
Image:Yetunde.JPG|[https://wit.edu/directory/yetunde-folajimi Yetunde Folajimi] &amp;lt;br/&amp;gt;Associate Professor&amp;lt;br/&amp;gt;Wentworth Institute of Technology&lt;br /&gt;
Image:Pkraker.jpg|[http://science20.wordpress.com Peter Kraker] &amp;lt;br/&amp;gt;Open Knowledge Maps&lt;br /&gt;
Image:Kim.jpg|Jaekyung Kim&lt;br /&gt;
Image:Jbravo.gif|[http://www.eps.uam.es/esp/personal/ficha.php?empid=367 Javier Bravo Agapito]&lt;br /&gt;
Image:MarkusKetterl1.jpg|[http://studip.serv.uni-osnabrueck.de/extern.php?username=mketterl&amp;amp;page_url=http://www.virtuos.uni-osnabrueck.de/VirtUOS/TemplStudipMitarbDetails&amp;amp;global_id=4c8fb9ddd4dde83366119b2031d39ab3 Markus Ketterl]&lt;br /&gt;
Image:Jillfreyne.jpg|[https://www.linkedin.com/in/jfreyne/ Jill Freyne]&amp;lt;br/&amp;gt;Deputy Chief Scientist&amp;lt;br/&amp;gt;CSIRO&lt;br /&gt;
Image:Robert.jpg|[https://bhh.hamburg.de/prof-dr-robert-mertens/ Robert Mertens] &amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;Berufliche Hochschule Hamburg&lt;br /&gt;
Image:Roman bednarik.png|[https://cs.joensuu.fi/~rbednari/ Roman Bednarik]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Eastern Finland&lt;br /&gt;
Image:Ewald ramp.jpg|[https://www.linkedin.com/in/ewaldramp/ Ewald W. A. Ramp]&amp;lt;br/&amp;gt;Strategic Systems &amp;amp; Technology Corporation&lt;br /&gt;
Image:Jacopo.jpg|[https://www.linkedin.com/in/jacopoarmani/ Jacopo Armani] &amp;lt;br/&amp;gt;Director/Producer &amp;lt;br/&amp;gt;Fireflies&lt;br /&gt;
Image:Liping_wang.jpg|Liping Wang&amp;lt;br/&amp;gt;JiLin University&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5081</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5081"/>
		<updated>2026-07-02T14:06:03Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Past Visiting Faculty */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Faculty ==&lt;br /&gt;
&amp;lt;gallery&amp;gt;&lt;br /&gt;
Image:Peter.jpg|&#039;&#039;&#039;[[User:Peterb | Peter Brusilovsky]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Director&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:rully.jpeg|[https://ruhendrawan.com/ Rully Hendrawan]&amp;lt;br/&amp;gt; Projects: [[The_Pitt_Grapevine|Grapevine]], [[Investigating_and_Evaluating_Exploratory_Recommender_Systems|ArtEx]]&lt;br /&gt;
&lt;br /&gt;
Image:moh70.jpg|[https://themhassany.github.io/ Mohammad Hassany]&lt;br /&gt;
&lt;br /&gt;
Image:arun.jpeg|[https://a2un.github.io/ Arun Lekshmi-Narayanan]&lt;br /&gt;
&lt;br /&gt;
Image:Rafaella.jpg|[https://www.linkedin.com/in/rafaella-sampaio-de-alencar/ Rafaella Sampaio de Alencar]&lt;br /&gt;
&lt;br /&gt;
Image:QuinnKWolter.png|[https://www.quinnkwolter.com/ Quinn K Wolter]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Incoming Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Marzieh.jpg|[https://www.linkedin.com/in/marzieh-alidadi/ Marzieh]&lt;br /&gt;
Image:bryan_hollingsworth.jpg|[https://www.linkedin.com/in/bryanhollings/ Bryan]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Jordan.jpeg|[http://pitt.edu/~jab464 Jordan Barria-Pineda]&amp;lt;br/&amp;gt;Assistant Professor, Universidad Diego Portales, Chile&lt;br /&gt;
Image:Kamil.jpg|[http://pitt.edu/~kaa108 Kamil Akhuseyinoglu]&amp;lt;br/&amp;gt;PostDoc, Carnegie Mellon&lt;br /&gt;
Image:behnam.jpg|[http://pitt.edu/~ber58 Behnam Rahdari]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]], [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&amp;lt;br/&amp;gt; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker] &amp;lt;br/&amp;gt;PAWS + [https://sites.pitt.edu/~dah44/iris.html IRIS Lab]&amp;lt;br/&amp;gt;Projects: [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&lt;br /&gt;
Image:Arezou.jpg|[https://www.linkedin.com/in/arezou-farzaneh/ Arezou Farzaneh]&amp;lt;br/&amp;gt; PAWS + [https://sites.pitt.edu/~mrfrank/resilientEconomy.html Resilient Economy Lab]&lt;br /&gt;
Image:Avatar.jpg|[http://pitt.edu/~hkc6 Hung Chau]&amp;lt;br /&amp;gt;Applied Scientist, Zillow&lt;br /&gt;
Image:zrisha.png|[https://zakrisha.com Zak Risha] &amp;lt;br /&amp;gt; PAWS + [https://facetlab.pitt.edu/ FACETLab]&lt;br /&gt;
Image:Tsai.jpg|[http://www.cht77.com/ Chun-Hua Tsai] &amp;lt;br/&amp;gt;Assistant Professor, College of Information Science and Technology, University of Nebraska at Omaha&lt;br /&gt;
Image:Roya.jpg|[[User:R.hosseini | Roya Hosseini]]  &amp;lt;br/&amp;gt;Senior Applied Scientist, Microsoft&lt;br /&gt;
Image:yunhuang.png|[http://columbus.exp.sis.pitt.edu/yunhuang/index.htm Yun Huang] &amp;lt;br/&amp;gt; Assistant professor, Universidad Austral de Chile&lt;br /&gt;
Image:Julio.jpg|[[User:Julio | Julio Daniel Guerra]]&amp;lt;br/&amp;gt;Projects: [[Mastery Grids Interface|Mastery Grids]] &amp;lt;br/&amp;gt; Professor of Computer Science, Universidad Austral de Chile&lt;br /&gt;
Image:xidao.jpg|[[User:Xidao| Xidao Wen]]&amp;lt;br/&amp;gt;PAWS + [https://picsolab.github.io/ PISCO Lab]  Postdoctoral Researcher, Tsinghua University&lt;br /&gt;
Image:Shaghayeghsahebi.jpg|[[User:Sherry | Shaghayegh Sahebi (Sherry)]] &amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, University at Albany - State University of New York&lt;br /&gt;
Image:Clau.JPG|[[User:Clau | Claudia López]] &amp;lt;br/&amp;gt;Associate Professor, Departamento de Informática, Universidad Técnica Federico Santa María, Chile&lt;br /&gt;
Image:Kong.png|[[User:Chirayu | Chirayu Wongchokprasitti]] &amp;lt;br/&amp;gt;Projects: [[CN3]], [[CoMeT]]&amp;lt;br/&amp;gt; Department of Biomedical Informatics, University of Pittsburgh&lt;br /&gt;
Image:Tomek.jpeg| [https://www.linkedin.com/in/tomekloboda/ Tomek Loboda]&amp;lt;br/&amp;gt;Projects: [[WADEIn]], [[Mastery Grids Interface|Mastery Grids]]&amp;lt;br/&amp;gt; Data Scientist&lt;br /&gt;
Image:jennifer.jpg|[[User:Jennifer | Jennifer (Yiling) Lin]]&amp;lt;br/&amp;gt;PAWS + [https://sites.pitt.edu/~dah44/iris.html IRIS Lab]&amp;lt;br/&amp;gt;Associate Professor, Department of Information Management, National Sun Yat-Sen University.&lt;br /&gt;
Image:Denis_PAWS_blog.jpg|[[User:Dparra | Denis Parra]]&amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, School of Engineering, Pontificia Universidad Católica de Chile&lt;br /&gt;
Image:Sergey.jpg|[[User:Sergey | Sergey Sosnovsky]]&amp;lt;br&amp;gt;Associate Professor, Utrecht University, Netherlands&lt;br /&gt;
Image:Hsiao.jpg|[[User:Shoha99 | Sharon (I-Han) Hsiao]]&amp;lt;br/&amp;gt;Projects: [[AnnotEx]], [[QuizJET]], [[Progressor]], [[ProgressorPlus]]&amp;lt;br/&amp;gt;Assistant Professor and David Packard endowed junior fellow, Department of Computer Science and Engineering, Santa Clara University&lt;br /&gt;
Image:Danielle.gif|[[User:Suleehs | Danielle H. Lee]]&amp;lt;br/&amp;gt;Projects: [[Eventur]], [[Proactive]]&amp;lt;br/&amp;gt;Professor, Management Information Systems, Chung-Ang University, Korea&lt;br /&gt;
Image:Michael_V_Yudelson.gif|&#039;&#039;&#039;[[User:Myudelson | Michael V. Yudelson]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Projects: [[Knowledge Tree]], [[CUMULATE]], [[PERSEUS]], [[NavEx]], [[CoPE]], [[WebEx]]&amp;lt;br/&amp;gt;Staff Data Scientist, Chegg&lt;br /&gt;
Image:jaewook-1.jpg|[[User:Jahn | Jae-wook Ahn]]&amp;lt;br/&amp;gt;Projects: [[ADVISE]], [[Adaptive VIBE]], [[YourNews]], [[TaskSieve]], [[NameSieve]]&amp;lt;br/&amp;gt;Research Staff Member, Distributed AI, IBM Research&lt;br /&gt;
Image:RostaFarzan.jpg|[[User:Rostaf | Rosta Farzan]]&amp;lt;br/&amp;gt;Professor, School of Computing and Information, University of Pittsburgh.&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Master Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:ZaraBlum.jpeg|[https://www.linkedin.com/in/zarajblum/ Zara Blum]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
Image:Gangeshwari_Rajavelu.png|[https://www.linkedin.com/in/gangeshwari-rajavelu-94991137/ Gangeshwari Rajavelu]&lt;br /&gt;
Image:ShrutiSabusuresh.jpeg|[https://www.linkedin.com/in/shrutisabusuresh/ Shruti Sabusuresh]&amp;lt;br/&amp;gt;Projects: [[Smart Content]]&lt;br /&gt;
Image:WeiJeng.jpeg|[https://homepage.ntu.edu.tw/~wjeng/ Wei Jeng]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:ShaopengZhang.jpeg|[https://www.linkedin.com/in/shaopengzhang/ Shaopeng Zhang]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:Gayathri.jpeg|[https://www.linkedin.com/in/gayathrikrishnamoorthy/ Gayathri Krishnamoorthy]&lt;br /&gt;
Image:Dhruba.jpeg|[https://www.linkedin.com/in/dbaishya/ Dhruba Baishya]&lt;br /&gt;
Image:VikKhenat.jpeg|[https://www.linkedin.com/in/vik-khenat/ Vik Khenat]&lt;br /&gt;
Image:Chavan_girish.jpeg|[https://www.linkedin.com/in/girishchavan Girish Chavan]&amp;lt;br/&amp;gt;CTO Astrata Inc&lt;br /&gt;
Image:Tibor Dumitriu.gif|[http://www.sis.pitt.edu/~dumitriu/ Tibor Dumitriu]&amp;lt;br/&amp;gt;Projects: [http://ir.exp.sis.pitt.edu/advise/ AdVisE]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Faculty ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:dr_bereket_yilma.jpg |[https://bekyilma.github.io/ Dr. Bereket Yilma]&lt;br /&gt;
Image:Jaakko peltonen 215x296.jpg|[http://users.ics.aalto.fi/jtpelto// Jaakko Peltonen]&lt;br /&gt;
Image:IMG_0611.JPG|[http://www.dcs.warwick.ac.uk/~acristea/ Alexandra I. Cristea]&lt;br /&gt;
Image:Sibel.jpg|[http://sibelsomyurek.com/ Sibel Somyürek]&lt;br /&gt;
Image:Susan_bull.png|[https://www.researchgate.net/profile/Susan_Bull2 Susan Bull]&lt;br /&gt;
Image:KatrienVerbert.jpg|[http://people.cs.kuleuven.be/~katrien.verbert/KatrienVerbert/Katrien_Verbert.html Katrien Verbert]&lt;br /&gt;
Image:Roman bednarik.png|[http://cs.uef.fi/~rbednari/ Roman Bednarik]&lt;br /&gt;
Image:TanjaMitrovic.jpg|[http://www.cosc.canterbury.ac.nz/tanja.mitrovic/ Tanja Mitrovic]&lt;br /&gt;
Image:Eva millan.gif|[http://www.lcc.uma.es/~eva/ Eva Millán Valldeperas]&lt;br /&gt;
Image:Julita vasilleva.gif|[http://www.cs.usask.ca/faculty/julita/ Julita Vassileva]&lt;br /&gt;
Image:NicolaHenze.gif|[http://www.kbs.uni-hannover.de/~henze/ Nicola Henze]&lt;br /&gt;
Image:RiccardoRizzo.png|[https://www.icar.cnr.it/persone/rizzo/ Riccardo Rizzo]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Scholars == &lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:Henrik.jpg | [https://www.uia.no/om-uia/ansatte/henrbr16/ Henrik Bradland]&lt;br /&gt;
Image:alice.jpg |[https://research-portal.uu.nl/en/persons/alice-micheli Alice Micheli] &amp;lt;br/&amp;gt; Utrecht University, Netherlands&lt;br /&gt;
Image:1648208030273.jpg | [https://www.linkedin.com/in/maxwellszymanski/ Maxwell Szymanski] &amp;lt;br/&amp;gt; KU Leuven, Belgium&lt;br /&gt;
Image:Francesco.jpeg | [https://www.ifi.uzh.ch/en/zest/team/francesco_sovrano.html Francesco Sovrano] &amp;lt;br/&amp;gt; Universita Degli Studi Bologna, Italy&lt;br /&gt;
Image:boet_hubert.jpg |[https://www.linkedin.com/in/hubertboet/ Hubert Boët] &amp;lt;br/&amp;gt; Université Sorbonne Paris Nord&lt;br /&gt;
Image:Laia_alb%C3%B3.png|[https://scholar.google.es/citations?user=G8XglngAAAAJ&amp;amp;hl=ca Laia Albó] &amp;lt;br/&amp;gt; Universitat Pompeu Fabra, Barcelona&lt;br /&gt;
Image:huhtamaki-jukka-300.jpg|[http://www.linkedin.com/in/jukkahuhtamaki Jukka Huhtamäki]&amp;lt;br/&amp;gt;University of Tampere, Finland&lt;br /&gt;
Image:CECILIA.jpeg|[https://www.linkedin.com/in/cecilia-di-sciascio/ Cecilia di Sciascio]&amp;lt;br/&amp;gt;Know Center, Graz, Austria&lt;br /&gt;
Image:Andrew.jpg|[https://www.researchgate.net/profile/Shuchen-Li Shuchen Li] &amp;lt;br/&amp;gt;Beijing University of Posts and Telecommunications&lt;br /&gt;
Image:Rafael.png|[https://rafaelrda.wordpress.com Rafael Dias Araújo]&amp;lt;br/&amp;gt;Assistant Professor&amp;lt;br/&amp;gt;Federal University of Uberlandia, Brazil&lt;br /&gt;
Image:Ayca cebi.jpg|[https://ktu.academia.edu/aycacebi Ayça ÇEBİ] &amp;lt;br/&amp;gt;Trabzon University&lt;br /&gt;
Image:File crop1 1183908 y 384.jpg|[https://people.aalto.fi/index.html?profilepage=isfor#!teemu_sirkia Teemu Sirkiä]&amp;lt;br/&amp;gt;Aalto University, Finland&lt;br /&gt;
Image:Chris_face.jpg|[https://www.christophtrattner.info/ Christof Trattner]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Bergen&lt;br /&gt;
Image:Michelle_liang.JPG|[https://www.linkedin.com/in/drmichelleliang/ Michelle Liang]&lt;br /&gt;
Image:Yetunde.JPG|[https://wit.edu/directory/yetunde-folajimi Yetunde Folajimi] &amp;lt;br/&amp;gt;Associate Professor&amp;lt;br/&amp;gt;Wentworth Institute of Technology&lt;br /&gt;
Image:Pkraker.jpg|[http://science20.wordpress.com Peter Kraker] &amp;lt;br/&amp;gt;Open Knowledge Maps&lt;br /&gt;
Image:Kim.jpg|Jaekyung Kim&lt;br /&gt;
Image:Jbravo.gif|[http://www.eps.uam.es/esp/personal/ficha.php?empid=367 Javier Bravo Agapito]&lt;br /&gt;
Image:MarkusKetterl1.jpg|[http://studip.serv.uni-osnabrueck.de/extern.php?username=mketterl&amp;amp;page_url=http://www.virtuos.uni-osnabrueck.de/VirtUOS/TemplStudipMitarbDetails&amp;amp;global_id=4c8fb9ddd4dde83366119b2031d39ab3 Markus Ketterl]&lt;br /&gt;
Image:Jillfreyne.jpg|[https://www.linkedin.com/in/jfreyne/ Jill Freyne]&amp;lt;br/&amp;gt;Deputy Chief Scientist&amp;lt;br/&amp;gt;CSIRO&lt;br /&gt;
Image:Robert.jpg|[https://bhh.hamburg.de/prof-dr-robert-mertens/ Robert Mertens] &amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;Berufliche Hochschule Hamburg&lt;br /&gt;
Image:Roman bednarik.png|[https://cs.joensuu.fi/~rbednari/ Roman Bednarik]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Eastern Finland&lt;br /&gt;
Image:Ewald ramp.jpg|[https://www.linkedin.com/in/ewaldramp/ Ewald W. A. Ramp]&amp;lt;br/&amp;gt;Strategic Systems &amp;amp; Technology Corporation&lt;br /&gt;
Image:Jacopo.jpg|[https://www.linkedin.com/in/jacopoarmani/ Jacopo Armani] &amp;lt;br/&amp;gt;Director/Producer &amp;lt;br/&amp;gt;Fireflies&lt;br /&gt;
Image:Liping_wang.jpg|Liping Wang&amp;lt;br/&amp;gt;JiLin University&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=File:RiccardoRizzo.png&amp;diff=5080</id>
		<title>File:RiccardoRizzo.png</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=File:RiccardoRizzo.png&amp;diff=5080"/>
		<updated>2026-07-02T14:04:57Z</updated>

		<summary type="html">&lt;p&gt;Peterb: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5079</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5079"/>
		<updated>2026-07-02T14:04:40Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Past Visiting Faculty */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Faculty ==&lt;br /&gt;
&amp;lt;gallery&amp;gt;&lt;br /&gt;
Image:Peter.jpg|&#039;&#039;&#039;[[User:Peterb | Peter Brusilovsky]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Director&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:rully.jpeg|[https://ruhendrawan.com/ Rully Hendrawan]&amp;lt;br/&amp;gt; Projects: [[The_Pitt_Grapevine|Grapevine]], [[Investigating_and_Evaluating_Exploratory_Recommender_Systems|ArtEx]]&lt;br /&gt;
&lt;br /&gt;
Image:moh70.jpg|[https://themhassany.github.io/ Mohammad Hassany]&lt;br /&gt;
&lt;br /&gt;
Image:arun.jpeg|[https://a2un.github.io/ Arun Lekshmi-Narayanan]&lt;br /&gt;
&lt;br /&gt;
Image:Rafaella.jpg|[https://www.linkedin.com/in/rafaella-sampaio-de-alencar/ Rafaella Sampaio de Alencar]&lt;br /&gt;
&lt;br /&gt;
Image:QuinnKWolter.png|[https://www.quinnkwolter.com/ Quinn K Wolter]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Incoming Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Marzieh.jpg|[https://www.linkedin.com/in/marzieh-alidadi/ Marzieh]&lt;br /&gt;
Image:bryan_hollingsworth.jpg|[https://www.linkedin.com/in/bryanhollings/ Bryan]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Jordan.jpeg|[http://pitt.edu/~jab464 Jordan Barria-Pineda]&amp;lt;br/&amp;gt;Assistant Professor, Universidad Diego Portales, Chile&lt;br /&gt;
Image:Kamil.jpg|[http://pitt.edu/~kaa108 Kamil Akhuseyinoglu]&amp;lt;br/&amp;gt;PostDoc, Carnegie Mellon&lt;br /&gt;
Image:behnam.jpg|[http://pitt.edu/~ber58 Behnam Rahdari]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]], [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&amp;lt;br/&amp;gt; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker] &amp;lt;br/&amp;gt;PAWS + [https://sites.pitt.edu/~dah44/iris.html IRIS Lab]&amp;lt;br/&amp;gt;Projects: [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&lt;br /&gt;
Image:Arezou.jpg|[https://www.linkedin.com/in/arezou-farzaneh/ Arezou Farzaneh]&amp;lt;br/&amp;gt; PAWS + [https://sites.pitt.edu/~mrfrank/resilientEconomy.html Resilient Economy Lab]&lt;br /&gt;
Image:Avatar.jpg|[http://pitt.edu/~hkc6 Hung Chau]&amp;lt;br /&amp;gt;Applied Scientist, Zillow&lt;br /&gt;
Image:zrisha.png|[https://zakrisha.com Zak Risha] &amp;lt;br /&amp;gt; PAWS + [https://facetlab.pitt.edu/ FACETLab]&lt;br /&gt;
Image:Tsai.jpg|[http://www.cht77.com/ Chun-Hua Tsai] &amp;lt;br/&amp;gt;Assistant Professor, College of Information Science and Technology, University of Nebraska at Omaha&lt;br /&gt;
Image:Roya.jpg|[[User:R.hosseini | Roya Hosseini]]  &amp;lt;br/&amp;gt;Senior Applied Scientist, Microsoft&lt;br /&gt;
Image:yunhuang.png|[http://columbus.exp.sis.pitt.edu/yunhuang/index.htm Yun Huang] &amp;lt;br/&amp;gt; Assistant professor, Universidad Austral de Chile&lt;br /&gt;
Image:Julio.jpg|[[User:Julio | Julio Daniel Guerra]]&amp;lt;br/&amp;gt;Projects: [[Mastery Grids Interface|Mastery Grids]] &amp;lt;br/&amp;gt; Professor of Computer Science, Universidad Austral de Chile&lt;br /&gt;
Image:xidao.jpg|[[User:Xidao| Xidao Wen]]&amp;lt;br/&amp;gt;PAWS + [https://picsolab.github.io/ PISCO Lab]  Postdoctoral Researcher, Tsinghua University&lt;br /&gt;
Image:Shaghayeghsahebi.jpg|[[User:Sherry | Shaghayegh Sahebi (Sherry)]] &amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, University at Albany - State University of New York&lt;br /&gt;
Image:Clau.JPG|[[User:Clau | Claudia López]] &amp;lt;br/&amp;gt;Associate Professor, Departamento de Informática, Universidad Técnica Federico Santa María, Chile&lt;br /&gt;
Image:Kong.png|[[User:Chirayu | Chirayu Wongchokprasitti]] &amp;lt;br/&amp;gt;Projects: [[CN3]], [[CoMeT]]&amp;lt;br/&amp;gt; Department of Biomedical Informatics, University of Pittsburgh&lt;br /&gt;
Image:Tomek.jpeg| [https://www.linkedin.com/in/tomekloboda/ Tomek Loboda]&amp;lt;br/&amp;gt;Projects: [[WADEIn]], [[Mastery Grids Interface|Mastery Grids]]&amp;lt;br/&amp;gt; Data Scientist&lt;br /&gt;
Image:jennifer.jpg|[[User:Jennifer | Jennifer (Yiling) Lin]]&amp;lt;br/&amp;gt;PAWS + [https://sites.pitt.edu/~dah44/iris.html IRIS Lab]&amp;lt;br/&amp;gt;Associate Professor, Department of Information Management, National Sun Yat-Sen University.&lt;br /&gt;
Image:Denis_PAWS_blog.jpg|[[User:Dparra | Denis Parra]]&amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, School of Engineering, Pontificia Universidad Católica de Chile&lt;br /&gt;
Image:Sergey.jpg|[[User:Sergey | Sergey Sosnovsky]]&amp;lt;br&amp;gt;Associate Professor, Utrecht University, Netherlands&lt;br /&gt;
Image:Hsiao.jpg|[[User:Shoha99 | Sharon (I-Han) Hsiao]]&amp;lt;br/&amp;gt;Projects: [[AnnotEx]], [[QuizJET]], [[Progressor]], [[ProgressorPlus]]&amp;lt;br/&amp;gt;Assistant Professor and David Packard endowed junior fellow, Department of Computer Science and Engineering, Santa Clara University&lt;br /&gt;
Image:Danielle.gif|[[User:Suleehs | Danielle H. Lee]]&amp;lt;br/&amp;gt;Projects: [[Eventur]], [[Proactive]]&amp;lt;br/&amp;gt;Professor, Management Information Systems, Chung-Ang University, Korea&lt;br /&gt;
Image:Michael_V_Yudelson.gif|&#039;&#039;&#039;[[User:Myudelson | Michael V. Yudelson]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Projects: [[Knowledge Tree]], [[CUMULATE]], [[PERSEUS]], [[NavEx]], [[CoPE]], [[WebEx]]&amp;lt;br/&amp;gt;Staff Data Scientist, Chegg&lt;br /&gt;
Image:jaewook-1.jpg|[[User:Jahn | Jae-wook Ahn]]&amp;lt;br/&amp;gt;Projects: [[ADVISE]], [[Adaptive VIBE]], [[YourNews]], [[TaskSieve]], [[NameSieve]]&amp;lt;br/&amp;gt;Research Staff Member, Distributed AI, IBM Research&lt;br /&gt;
Image:RostaFarzan.jpg|[[User:Rostaf | Rosta Farzan]]&amp;lt;br/&amp;gt;Professor, School of Computing and Information, University of Pittsburgh.&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Master Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:ZaraBlum.jpeg|[https://www.linkedin.com/in/zarajblum/ Zara Blum]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
Image:Gangeshwari_Rajavelu.png|[https://www.linkedin.com/in/gangeshwari-rajavelu-94991137/ Gangeshwari Rajavelu]&lt;br /&gt;
Image:ShrutiSabusuresh.jpeg|[https://www.linkedin.com/in/shrutisabusuresh/ Shruti Sabusuresh]&amp;lt;br/&amp;gt;Projects: [[Smart Content]]&lt;br /&gt;
Image:WeiJeng.jpeg|[https://homepage.ntu.edu.tw/~wjeng/ Wei Jeng]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:ShaopengZhang.jpeg|[https://www.linkedin.com/in/shaopengzhang/ Shaopeng Zhang]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:Gayathri.jpeg|[https://www.linkedin.com/in/gayathrikrishnamoorthy/ Gayathri Krishnamoorthy]&lt;br /&gt;
Image:Dhruba.jpeg|[https://www.linkedin.com/in/dbaishya/ Dhruba Baishya]&lt;br /&gt;
Image:VikKhenat.jpeg|[https://www.linkedin.com/in/vik-khenat/ Vik Khenat]&lt;br /&gt;
Image:Chavan_girish.jpeg|[https://www.linkedin.com/in/girishchavan Girish Chavan]&amp;lt;br/&amp;gt;CTO Astrata Inc&lt;br /&gt;
Image:Tibor Dumitriu.gif|[http://www.sis.pitt.edu/~dumitriu/ Tibor Dumitriu]&amp;lt;br/&amp;gt;Projects: [http://ir.exp.sis.pitt.edu/advise/ AdVisE]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Faculty ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:dr_bereket_yilma.jpg |[https://bekyilma.github.io/ Dr. Bereket Yilma]&lt;br /&gt;
Image:Jaakko peltonen 215x296.jpg|[http://users.ics.aalto.fi/jtpelto// Jaakko Peltonen]&lt;br /&gt;
Image:IMG_0611.JPG|[http://www.dcs.warwick.ac.uk/~acristea/ Alexandra I. Cristea]&lt;br /&gt;
Image:Sibel.jpg|[http://sibelsomyurek.com/ Sibel Somyürek]&lt;br /&gt;
Image:Susan_bull.png|[https://www.researchgate.net/profile/Susan_Bull2 Susan Bull]&lt;br /&gt;
Image:KatrienVerbert.jpg|[http://people.cs.kuleuven.be/~katrien.verbert/KatrienVerbert/Katrien_Verbert.html Katrien Verbert]&lt;br /&gt;
Image:Roman bednarik.png|[http://cs.uef.fi/~rbednari/ Roman Bednarik]&lt;br /&gt;
Image:TanjaMitrovic.jpg|[http://www.cosc.canterbury.ac.nz/tanja.mitrovic/ Tanja Mitrovic]&lt;br /&gt;
Image:Eva millan.gif|[http://www.lcc.uma.es/~eva/ Eva Millán Valldeperas]&lt;br /&gt;
Image:Julita vasilleva.gif|[http://www.cs.usask.ca/faculty/julita/ Julita Vassileva]&lt;br /&gt;
Image:NicolaHenze.gif|[http://www.kbs.uni-hannover.de/~henze/ Nicola Henze]&lt;br /&gt;
Image:RiccardoRizzo.png|[https://www.icar.cnr.it/persone/rizzo/]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Scholars == &lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:Henrik.jpg | [https://www.uia.no/om-uia/ansatte/henrbr16/ Henrik Bradland]&lt;br /&gt;
Image:alice.jpg |[https://research-portal.uu.nl/en/persons/alice-micheli Alice Micheli] &amp;lt;br/&amp;gt; Utrecht University, Netherlands&lt;br /&gt;
Image:1648208030273.jpg | [https://www.linkedin.com/in/maxwellszymanski/ Maxwell Szymanski] &amp;lt;br/&amp;gt; KU Leuven, Belgium&lt;br /&gt;
Image:Francesco.jpeg | [https://www.ifi.uzh.ch/en/zest/team/francesco_sovrano.html Francesco Sovrano] &amp;lt;br/&amp;gt; Universita Degli Studi Bologna, Italy&lt;br /&gt;
Image:boet_hubert.jpg |[https://www.linkedin.com/in/hubertboet/ Hubert Boët] &amp;lt;br/&amp;gt; Université Sorbonne Paris Nord&lt;br /&gt;
Image:Laia_alb%C3%B3.png|[https://scholar.google.es/citations?user=G8XglngAAAAJ&amp;amp;hl=ca Laia Albó] &amp;lt;br/&amp;gt; Universitat Pompeu Fabra, Barcelona&lt;br /&gt;
Image:huhtamaki-jukka-300.jpg|[http://www.linkedin.com/in/jukkahuhtamaki Jukka Huhtamäki]&amp;lt;br/&amp;gt;University of Tampere, Finland&lt;br /&gt;
Image:CECILIA.jpeg|[https://www.linkedin.com/in/cecilia-di-sciascio/ Cecilia di Sciascio]&amp;lt;br/&amp;gt;Know Center, Graz, Austria&lt;br /&gt;
Image:Andrew.jpg|[https://www.researchgate.net/profile/Shuchen-Li Shuchen Li] &amp;lt;br/&amp;gt;Beijing University of Posts and Telecommunications&lt;br /&gt;
Image:Rafael.png|[https://rafaelrda.wordpress.com Rafael Dias Araújo]&amp;lt;br/&amp;gt;Assistant Professor&amp;lt;br/&amp;gt;Federal University of Uberlandia, Brazil&lt;br /&gt;
Image:Ayca cebi.jpg|[https://ktu.academia.edu/aycacebi Ayça ÇEBİ] &amp;lt;br/&amp;gt;Trabzon University&lt;br /&gt;
Image:File crop1 1183908 y 384.jpg|[https://people.aalto.fi/index.html?profilepage=isfor#!teemu_sirkia Teemu Sirkiä]&amp;lt;br/&amp;gt;Aalto University, Finland&lt;br /&gt;
Image:Chris_face.jpg|[https://www.christophtrattner.info/ Christof Trattner]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Bergen&lt;br /&gt;
Image:Michelle_liang.JPG|[https://www.linkedin.com/in/drmichelleliang/ Michelle Liang]&lt;br /&gt;
Image:Yetunde.JPG|[https://wit.edu/directory/yetunde-folajimi Yetunde Folajimi] &amp;lt;br/&amp;gt;Associate Professor&amp;lt;br/&amp;gt;Wentworth Institute of Technology&lt;br /&gt;
Image:Pkraker.jpg|[http://science20.wordpress.com Peter Kraker] &amp;lt;br/&amp;gt;Open Knowledge Maps&lt;br /&gt;
Image:Kim.jpg|Jaekyung Kim&lt;br /&gt;
Image:Jbravo.gif|[http://www.eps.uam.es/esp/personal/ficha.php?empid=367 Javier Bravo Agapito]&lt;br /&gt;
Image:MarkusKetterl1.jpg|[http://studip.serv.uni-osnabrueck.de/extern.php?username=mketterl&amp;amp;page_url=http://www.virtuos.uni-osnabrueck.de/VirtUOS/TemplStudipMitarbDetails&amp;amp;global_id=4c8fb9ddd4dde83366119b2031d39ab3 Markus Ketterl]&lt;br /&gt;
Image:Jillfreyne.jpg|[https://www.linkedin.com/in/jfreyne/ Jill Freyne]&amp;lt;br/&amp;gt;Deputy Chief Scientist&amp;lt;br/&amp;gt;CSIRO&lt;br /&gt;
Image:Robert.jpg|[https://bhh.hamburg.de/prof-dr-robert-mertens/ Robert Mertens] &amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;Berufliche Hochschule Hamburg&lt;br /&gt;
Image:Roman bednarik.png|[https://cs.joensuu.fi/~rbednari/ Roman Bednarik]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Eastern Finland&lt;br /&gt;
Image:Ewald ramp.jpg|[https://www.linkedin.com/in/ewaldramp/ Ewald W. A. Ramp]&amp;lt;br/&amp;gt;Strategic Systems &amp;amp; Technology Corporation&lt;br /&gt;
Image:Jacopo.jpg|[https://www.linkedin.com/in/jacopoarmani/ Jacopo Armani] &amp;lt;br/&amp;gt;Director/Producer &amp;lt;br/&amp;gt;Fireflies&lt;br /&gt;
Image:Liping_wang.jpg|Liping Wang&amp;lt;br/&amp;gt;JiLin University&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5078</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5078"/>
		<updated>2026-07-02T14:00:06Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Past Visiting Faculty */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Faculty ==&lt;br /&gt;
&amp;lt;gallery&amp;gt;&lt;br /&gt;
Image:Peter.jpg|&#039;&#039;&#039;[[User:Peterb | Peter Brusilovsky]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Director&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:rully.jpeg|[https://ruhendrawan.com/ Rully Hendrawan]&amp;lt;br/&amp;gt; Projects: [[The_Pitt_Grapevine|Grapevine]], [[Investigating_and_Evaluating_Exploratory_Recommender_Systems|ArtEx]]&lt;br /&gt;
&lt;br /&gt;
Image:moh70.jpg|[https://themhassany.github.io/ Mohammad Hassany]&lt;br /&gt;
&lt;br /&gt;
Image:arun.jpeg|[https://a2un.github.io/ Arun Lekshmi-Narayanan]&lt;br /&gt;
&lt;br /&gt;
Image:Rafaella.jpg|[https://www.linkedin.com/in/rafaella-sampaio-de-alencar/ Rafaella Sampaio de Alencar]&lt;br /&gt;
&lt;br /&gt;
Image:QuinnKWolter.png|[https://www.quinnkwolter.com/ Quinn K Wolter]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Incoming Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Marzieh.jpg|[https://www.linkedin.com/in/marzieh-alidadi/ Marzieh]&lt;br /&gt;
Image:bryan_hollingsworth.jpg|[https://www.linkedin.com/in/bryanhollings/ Bryan]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Jordan.jpeg|[http://pitt.edu/~jab464 Jordan Barria-Pineda]&amp;lt;br/&amp;gt;Assistant Professor, Universidad Diego Portales, Chile&lt;br /&gt;
Image:Kamil.jpg|[http://pitt.edu/~kaa108 Kamil Akhuseyinoglu]&amp;lt;br/&amp;gt;PostDoc, Carnegie Mellon&lt;br /&gt;
Image:behnam.jpg|[http://pitt.edu/~ber58 Behnam Rahdari]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]], [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&amp;lt;br/&amp;gt; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker] &amp;lt;br/&amp;gt;PAWS + [https://sites.pitt.edu/~dah44/iris.html IRIS Lab]&amp;lt;br/&amp;gt;Projects: [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&lt;br /&gt;
Image:Arezou.jpg|[https://www.linkedin.com/in/arezou-farzaneh/ Arezou Farzaneh]&amp;lt;br/&amp;gt; PAWS + [https://sites.pitt.edu/~mrfrank/resilientEconomy.html Resilient Economy Lab]&lt;br /&gt;
Image:Avatar.jpg|[http://pitt.edu/~hkc6 Hung Chau]&amp;lt;br /&amp;gt;Applied Scientist, Zillow&lt;br /&gt;
Image:zrisha.png|[https://zakrisha.com Zak Risha] &amp;lt;br /&amp;gt; PAWS + [https://facetlab.pitt.edu/ FACETLab]&lt;br /&gt;
Image:Tsai.jpg|[http://www.cht77.com/ Chun-Hua Tsai] &amp;lt;br/&amp;gt;Assistant Professor, College of Information Science and Technology, University of Nebraska at Omaha&lt;br /&gt;
Image:Roya.jpg|[[User:R.hosseini | Roya Hosseini]]  &amp;lt;br/&amp;gt;Senior Applied Scientist, Microsoft&lt;br /&gt;
Image:yunhuang.png|[http://columbus.exp.sis.pitt.edu/yunhuang/index.htm Yun Huang] &amp;lt;br/&amp;gt; Assistant professor, Universidad Austral de Chile&lt;br /&gt;
Image:Julio.jpg|[[User:Julio | Julio Daniel Guerra]]&amp;lt;br/&amp;gt;Projects: [[Mastery Grids Interface|Mastery Grids]] &amp;lt;br/&amp;gt; Professor of Computer Science, Universidad Austral de Chile&lt;br /&gt;
Image:xidao.jpg|[[User:Xidao| Xidao Wen]]&amp;lt;br/&amp;gt;PAWS + [https://picsolab.github.io/ PISCO Lab]  Postdoctoral Researcher, Tsinghua University&lt;br /&gt;
Image:Shaghayeghsahebi.jpg|[[User:Sherry | Shaghayegh Sahebi (Sherry)]] &amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, University at Albany - State University of New York&lt;br /&gt;
Image:Clau.JPG|[[User:Clau | Claudia López]] &amp;lt;br/&amp;gt;Associate Professor, Departamento de Informática, Universidad Técnica Federico Santa María, Chile&lt;br /&gt;
Image:Kong.png|[[User:Chirayu | Chirayu Wongchokprasitti]] &amp;lt;br/&amp;gt;Projects: [[CN3]], [[CoMeT]]&amp;lt;br/&amp;gt; Department of Biomedical Informatics, University of Pittsburgh&lt;br /&gt;
Image:Tomek.jpeg| [https://www.linkedin.com/in/tomekloboda/ Tomek Loboda]&amp;lt;br/&amp;gt;Projects: [[WADEIn]], [[Mastery Grids Interface|Mastery Grids]]&amp;lt;br/&amp;gt; Data Scientist&lt;br /&gt;
Image:jennifer.jpg|[[User:Jennifer | Jennifer (Yiling) Lin]]&amp;lt;br/&amp;gt;PAWS + [https://sites.pitt.edu/~dah44/iris.html IRIS Lab]&amp;lt;br/&amp;gt;Associate Professor, Department of Information Management, National Sun Yat-Sen University.&lt;br /&gt;
Image:Denis_PAWS_blog.jpg|[[User:Dparra | Denis Parra]]&amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, School of Engineering, Pontificia Universidad Católica de Chile&lt;br /&gt;
Image:Sergey.jpg|[[User:Sergey | Sergey Sosnovsky]]&amp;lt;br&amp;gt;Associate Professor, Utrecht University, Netherlands&lt;br /&gt;
Image:Hsiao.jpg|[[User:Shoha99 | Sharon (I-Han) Hsiao]]&amp;lt;br/&amp;gt;Projects: [[AnnotEx]], [[QuizJET]], [[Progressor]], [[ProgressorPlus]]&amp;lt;br/&amp;gt;Assistant Professor and David Packard endowed junior fellow, Department of Computer Science and Engineering, Santa Clara University&lt;br /&gt;
Image:Danielle.gif|[[User:Suleehs | Danielle H. Lee]]&amp;lt;br/&amp;gt;Projects: [[Eventur]], [[Proactive]]&amp;lt;br/&amp;gt;Professor, Management Information Systems, Chung-Ang University, Korea&lt;br /&gt;
Image:Michael_V_Yudelson.gif|&#039;&#039;&#039;[[User:Myudelson | Michael V. Yudelson]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Projects: [[Knowledge Tree]], [[CUMULATE]], [[PERSEUS]], [[NavEx]], [[CoPE]], [[WebEx]]&amp;lt;br/&amp;gt;Staff Data Scientist, Chegg&lt;br /&gt;
Image:jaewook-1.jpg|[[User:Jahn | Jae-wook Ahn]]&amp;lt;br/&amp;gt;Projects: [[ADVISE]], [[Adaptive VIBE]], [[YourNews]], [[TaskSieve]], [[NameSieve]]&amp;lt;br/&amp;gt;Research Staff Member, Distributed AI, IBM Research&lt;br /&gt;
Image:RostaFarzan.jpg|[[User:Rostaf | Rosta Farzan]]&amp;lt;br/&amp;gt;Professor, School of Computing and Information, University of Pittsburgh.&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Master Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:ZaraBlum.jpeg|[https://www.linkedin.com/in/zarajblum/ Zara Blum]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
Image:Gangeshwari_Rajavelu.png|[https://www.linkedin.com/in/gangeshwari-rajavelu-94991137/ Gangeshwari Rajavelu]&lt;br /&gt;
Image:ShrutiSabusuresh.jpeg|[https://www.linkedin.com/in/shrutisabusuresh/ Shruti Sabusuresh]&amp;lt;br/&amp;gt;Projects: [[Smart Content]]&lt;br /&gt;
Image:WeiJeng.jpeg|[https://homepage.ntu.edu.tw/~wjeng/ Wei Jeng]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:ShaopengZhang.jpeg|[https://www.linkedin.com/in/shaopengzhang/ Shaopeng Zhang]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:Gayathri.jpeg|[https://www.linkedin.com/in/gayathrikrishnamoorthy/ Gayathri Krishnamoorthy]&lt;br /&gt;
Image:Dhruba.jpeg|[https://www.linkedin.com/in/dbaishya/ Dhruba Baishya]&lt;br /&gt;
Image:VikKhenat.jpeg|[https://www.linkedin.com/in/vik-khenat/ Vik Khenat]&lt;br /&gt;
Image:Chavan_girish.jpeg|[https://www.linkedin.com/in/girishchavan Girish Chavan]&amp;lt;br/&amp;gt;CTO Astrata Inc&lt;br /&gt;
Image:Tibor Dumitriu.gif|[http://www.sis.pitt.edu/~dumitriu/ Tibor Dumitriu]&amp;lt;br/&amp;gt;Projects: [http://ir.exp.sis.pitt.edu/advise/ AdVisE]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Faculty ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:dr_bereket_yilma.jpg |[https://bekyilma.github.io/ Dr. Bereket Yilma]&lt;br /&gt;
Image:Jaakko peltonen 215x296.jpg|[http://users.ics.aalto.fi/jtpelto// Jaakko Peltonen]&lt;br /&gt;
Image:IMG_0611.JPG|[http://www.dcs.warwick.ac.uk/~acristea/ Alexandra I. Cristea]&lt;br /&gt;
Image:Sibel.jpg|[http://sibelsomyurek.com/ Sibel Somyürek]&lt;br /&gt;
Image:Susan_bull.png|[https://www.researchgate.net/profile/Susan_Bull2 Susan Bull]&lt;br /&gt;
Image:KatrienVerbert.jpg|[http://people.cs.kuleuven.be/~katrien.verbert/KatrienVerbert/Katrien_Verbert.html Katrien Verbert]&lt;br /&gt;
Image:Roman bednarik.png|[http://cs.uef.fi/~rbednari/ Roman Bednarik]&lt;br /&gt;
Image:TanjaMitrovic.jpg|[http://www.cosc.canterbury.ac.nz/tanja.mitrovic/ Tanja Mitrovic]&lt;br /&gt;
Image:Eva millan.gif|[http://www.lcc.uma.es/~eva/ Eva Millán Valldeperas]&lt;br /&gt;
Image:Julita vasilleva.gif|[http://www.cs.usask.ca/faculty/julita/ Julita Vassileva]&lt;br /&gt;
Image:NicolaHenze.gif|[http://www.kbs.uni-hannover.de/~henze/ Nicola Henze]&lt;br /&gt;
Image:RiccardoRizzo.gif|[https://www.icar.cnr.it/persone/rizzo/]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Scholars == &lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:Henrik.jpg | [https://www.uia.no/om-uia/ansatte/henrbr16/ Henrik Bradland]&lt;br /&gt;
Image:alice.jpg |[https://research-portal.uu.nl/en/persons/alice-micheli Alice Micheli] &amp;lt;br/&amp;gt; Utrecht University, Netherlands&lt;br /&gt;
Image:1648208030273.jpg | [https://www.linkedin.com/in/maxwellszymanski/ Maxwell Szymanski] &amp;lt;br/&amp;gt; KU Leuven, Belgium&lt;br /&gt;
Image:Francesco.jpeg | [https://www.ifi.uzh.ch/en/zest/team/francesco_sovrano.html Francesco Sovrano] &amp;lt;br/&amp;gt; Universita Degli Studi Bologna, Italy&lt;br /&gt;
Image:boet_hubert.jpg |[https://www.linkedin.com/in/hubertboet/ Hubert Boët] &amp;lt;br/&amp;gt; Université Sorbonne Paris Nord&lt;br /&gt;
Image:Laia_alb%C3%B3.png|[https://scholar.google.es/citations?user=G8XglngAAAAJ&amp;amp;hl=ca Laia Albó] &amp;lt;br/&amp;gt; Universitat Pompeu Fabra, Barcelona&lt;br /&gt;
Image:huhtamaki-jukka-300.jpg|[http://www.linkedin.com/in/jukkahuhtamaki Jukka Huhtamäki]&amp;lt;br/&amp;gt;University of Tampere, Finland&lt;br /&gt;
Image:CECILIA.jpeg|[https://www.linkedin.com/in/cecilia-di-sciascio/ Cecilia di Sciascio]&amp;lt;br/&amp;gt;Know Center, Graz, Austria&lt;br /&gt;
Image:Andrew.jpg|[https://www.researchgate.net/profile/Shuchen-Li Shuchen Li] &amp;lt;br/&amp;gt;Beijing University of Posts and Telecommunications&lt;br /&gt;
Image:Rafael.png|[https://rafaelrda.wordpress.com Rafael Dias Araújo]&amp;lt;br/&amp;gt;Assistant Professor&amp;lt;br/&amp;gt;Federal University of Uberlandia, Brazil&lt;br /&gt;
Image:Ayca cebi.jpg|[https://ktu.academia.edu/aycacebi Ayça ÇEBİ] &amp;lt;br/&amp;gt;Trabzon University&lt;br /&gt;
Image:File crop1 1183908 y 384.jpg|[https://people.aalto.fi/index.html?profilepage=isfor#!teemu_sirkia Teemu Sirkiä]&amp;lt;br/&amp;gt;Aalto University, Finland&lt;br /&gt;
Image:Chris_face.jpg|[https://www.christophtrattner.info/ Christof Trattner]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Bergen&lt;br /&gt;
Image:Michelle_liang.JPG|[https://www.linkedin.com/in/drmichelleliang/ Michelle Liang]&lt;br /&gt;
Image:Yetunde.JPG|[https://wit.edu/directory/yetunde-folajimi Yetunde Folajimi] &amp;lt;br/&amp;gt;Associate Professor&amp;lt;br/&amp;gt;Wentworth Institute of Technology&lt;br /&gt;
Image:Pkraker.jpg|[http://science20.wordpress.com Peter Kraker] &amp;lt;br/&amp;gt;Open Knowledge Maps&lt;br /&gt;
Image:Kim.jpg|Jaekyung Kim&lt;br /&gt;
Image:Jbravo.gif|[http://www.eps.uam.es/esp/personal/ficha.php?empid=367 Javier Bravo Agapito]&lt;br /&gt;
Image:MarkusKetterl1.jpg|[http://studip.serv.uni-osnabrueck.de/extern.php?username=mketterl&amp;amp;page_url=http://www.virtuos.uni-osnabrueck.de/VirtUOS/TemplStudipMitarbDetails&amp;amp;global_id=4c8fb9ddd4dde83366119b2031d39ab3 Markus Ketterl]&lt;br /&gt;
Image:Jillfreyne.jpg|[https://www.linkedin.com/in/jfreyne/ Jill Freyne]&amp;lt;br/&amp;gt;Deputy Chief Scientist&amp;lt;br/&amp;gt;CSIRO&lt;br /&gt;
Image:Robert.jpg|[https://bhh.hamburg.de/prof-dr-robert-mertens/ Robert Mertens] &amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;Berufliche Hochschule Hamburg&lt;br /&gt;
Image:Roman bednarik.png|[https://cs.joensuu.fi/~rbednari/ Roman Bednarik]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Eastern Finland&lt;br /&gt;
Image:Ewald ramp.jpg|[https://www.linkedin.com/in/ewaldramp/ Ewald W. A. Ramp]&amp;lt;br/&amp;gt;Strategic Systems &amp;amp; Technology Corporation&lt;br /&gt;
Image:Jacopo.jpg|[https://www.linkedin.com/in/jacopoarmani/ Jacopo Armani] &amp;lt;br/&amp;gt;Director/Producer &amp;lt;br/&amp;gt;Fireflies&lt;br /&gt;
Image:Liping_wang.jpg|Liping Wang&amp;lt;br/&amp;gt;JiLin University&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5053</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5053"/>
		<updated>2026-03-02T17:29:23Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Past Doctoral Students */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Faculty ==&lt;br /&gt;
&amp;lt;gallery&amp;gt;&lt;br /&gt;
Image:Peter.jpg|&#039;&#039;&#039;[[User:Peterb | Peter Brusilovsky]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Director&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:rully.jpeg|[https://ruhendrawan.com/ Rully Hendrawan]&amp;lt;br/&amp;gt; Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
&lt;br /&gt;
Image:moh70.jpg|[https://themhassany.github.io/ Mohammad Hassany]&lt;br /&gt;
&lt;br /&gt;
Image:arun.jpeg|[https://a2un.github.io/ Arun Lekshmi-Narayanan]&lt;br /&gt;
&lt;br /&gt;
Image:Rafaella.jpg|[https://www.linkedin.com/in/rafaella-sampaio-de-alencar/ Rafaella Sampaio de Alencar]&lt;br /&gt;
&lt;br /&gt;
Image:Quinn.jpg|[https://quinnkwolter.com/#page-top Quinn Wolter]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Incoming Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Marzieh.jpg|[https://www.linkedin.com/in/marzieh-alidadi/ Marzieh]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Jordan.jpeg|[http://pitt.edu/~jab464 Jordan Barria-Pineda]&amp;lt;br/&amp;gt;Assistant Professor, Universidad Diego Portales, Chile&lt;br /&gt;
Image:Kamil.jpg|[http://pitt.edu/~kaa108 Kamil Akhuseyinoglu]&amp;lt;br/&amp;gt;PostDoc, Carnegie Mellon&lt;br /&gt;
Image:behnam.jpg|[http://pitt.edu/~ber58 Behnam Rahdari]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]], [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&amp;lt;br/&amp;gt; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker] &amp;lt;br/&amp;gt;PAWS + [https://sites.pitt.edu/~dah44/iris.html IRIS Lab]&amp;lt;br/&amp;gt;Projects: [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&lt;br /&gt;
Image:Arezou.jpg|[https://www.linkedin.com/in/arezou-farzaneh/ Arezou Farzaneh]&amp;lt;br/&amp;gt; PAWS + [https://sites.pitt.edu/~mrfrank/resilientEconomy.html Resilient Economy Lab]&lt;br /&gt;
Image:Avatar.jpg|[http://pitt.edu/~hkc6 Hung Chau]&amp;lt;br /&amp;gt;Applied Scientist, Zillow&lt;br /&gt;
Image:zrisha.png|[https://zakrisha.com Zak Risha] &amp;lt;br /&amp;gt; PAWS + [https://facetlab.pitt.edu/ FACETLab]&lt;br /&gt;
Image:Tsai.jpg|[http://www.cht77.com/ Chun-Hua Tsai] &amp;lt;br/&amp;gt;Assistant Professor, College of Information Science and Technology, University of Nebraska at Omaha&lt;br /&gt;
Image:Roya.jpg|[[User:R.hosseini | Roya Hosseini]]  &amp;lt;br/&amp;gt;Senior Applied Scientist, Microsoft&lt;br /&gt;
Image:yunhuang.png|[http://columbus.exp.sis.pitt.edu/yunhuang/index.htm Yun Huang] &amp;lt;br/&amp;gt; Assistant professor, Universidad Austral de Chile&lt;br /&gt;
Image:Julio.jpg|[[User:Julio | Julio Daniel Guerra]]&amp;lt;br/&amp;gt;Projects: [[Mastery Grids Interface|Mastery Grids]] &amp;lt;br/&amp;gt; Professor of Computer Science, Universidad Austral de Chile&lt;br /&gt;
Image:xidao.jpg|[[User:Xidao| Xidao Wen]]&amp;lt;br/&amp;gt;PAWS + [https://picsolab.github.io/ PISCO Lab]  Postdoctoral Researcher, Tsinghua University&lt;br /&gt;
Image:Shaghayeghsahebi.jpg|[[User:Sherry | Shaghayegh Sahebi (Sherry)]] &amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, University at Albany - State University of New York&lt;br /&gt;
Image:Clau.JPG|[[User:Clau | Claudia López]] &amp;lt;br/&amp;gt;Associate Professor, Departamento de Informática, Universidad Técnica Federico Santa María, Chile&lt;br /&gt;
Image:Kong.png|[[User:Chirayu | Chirayu Wongchokprasitti]] &amp;lt;br/&amp;gt;Projects: [[CN3]], [[CoMeT]]&amp;lt;br/&amp;gt; Department of Biomedical Informatics, University of Pittsburgh&lt;br /&gt;
Image:Tomek.jpeg| [https://www.linkedin.com/in/tomekloboda/ Tomek Loboda]&amp;lt;br/&amp;gt;Projects: [[WADEIn]], [[Mastery Grids Interface|Mastery Grids]]&amp;lt;br/&amp;gt; Data Scientist&lt;br /&gt;
Image:jennifer.jpg|[[User:Jennifer | Jennifer (Yiling) Lin]]&amp;lt;br/&amp;gt;PAWS + [https://sites.pitt.edu/~dah44/iris.html IRIS Lab]&amp;lt;br/&amp;gt;Associate Professor, Department of Information Management, National Sun Yat-Sen University.&lt;br /&gt;
Image:Denis_PAWS_blog.jpg|[[User:Dparra | Denis Parra]]&amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, School of Engineering, Pontificia Universidad Católica de Chile&lt;br /&gt;
Image:Sergey.jpg|[[User:Sergey | Sergey Sosnovsky]]&amp;lt;br&amp;gt;Associate Professor, Utrecht University, Netherlands&lt;br /&gt;
Image:Hsiao.jpg|[[User:Shoha99 | Sharon (I-Han) Hsiao]]&amp;lt;br/&amp;gt;Projects: [[AnnotEx]], [[QuizJET]], [[Progressor]], [[ProgressorPlus]]&amp;lt;br/&amp;gt;Assistant Professor and David Packard endowed junior fellow, Department of Computer Science and Engineering, Santa Clara University&lt;br /&gt;
Image:Danielle.gif|[[User:Suleehs | Danielle H. Lee]]&amp;lt;br/&amp;gt;Projects: [[Eventur]], [[Proactive]]&amp;lt;br/&amp;gt;Professor, Management Information Systems, Chung-Ang University, Korea&lt;br /&gt;
Image:Michael_V_Yudelson.gif|&#039;&#039;&#039;[[User:Myudelson | Michael V. Yudelson]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Projects: [[Knowledge Tree]], [[CUMULATE]], [[PERSEUS]], [[NavEx]], [[CoPE]], [[WebEx]]&amp;lt;br/&amp;gt;Staff Data Scientist, Chegg&lt;br /&gt;
Image:jaewook-1.jpg|[[User:Jahn | Jae-wook Ahn]]&amp;lt;br/&amp;gt;Projects: [[ADVISE]], [[Adaptive VIBE]], [[YourNews]], [[TaskSieve]], [[NameSieve]]&amp;lt;br/&amp;gt;Research Staff Member, Distributed AI, IBM Research&lt;br /&gt;
Image:RostaFarzan.jpg|[[User:Rostaf | Rosta Farzan]]&amp;lt;br/&amp;gt;Professor, School of Computing and Information, University of Pittsburgh.&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Master Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:ZaraBlum.jpeg|[https://www.linkedin.com/in/zarajblum/ Zara Blum]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
Image:Gangeshwari_Rajavelu.png|[https://www.linkedin.com/in/gangeshwari-rajavelu-94991137/ Gangeshwari Rajavelu]&lt;br /&gt;
Image:ShrutiSabusuresh.jpeg|[https://www.linkedin.com/in/shrutisabusuresh/ Shruti Sabusuresh]&amp;lt;br/&amp;gt;Projects: [[Smart Content]]&lt;br /&gt;
Image:WeiJeng.jpeg|[https://homepage.ntu.edu.tw/~wjeng/ Wei Jeng]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:ShaopengZhang.jpeg|[https://www.linkedin.com/in/shaopengzhang/ Shaopeng Zhang]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:Gayathri.jpeg|[https://www.linkedin.com/in/gayathrikrishnamoorthy/ Gayathri Krishnamoorthy]&lt;br /&gt;
Image:Dhruba.jpeg|[https://www.linkedin.com/in/dbaishya/ Dhruba Baishya]&lt;br /&gt;
Image:VikKhenat.jpeg|[https://www.linkedin.com/in/vik-khenat/ Vik Khenat]&lt;br /&gt;
Image:Chavan_girish.jpeg|[https://www.linkedin.com/in/girishchavan Girish Chavan]&amp;lt;br/&amp;gt;CTO Astrata Inc&lt;br /&gt;
Image:Tibor Dumitriu.gif|[http://www.sis.pitt.edu/~dumitriu/ Tibor Dumitriu]&amp;lt;br/&amp;gt;Projects: [http://ir.exp.sis.pitt.edu/advise/ AdVisE]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Faculty ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:dr_bereket_yilma.jpg |[https://bekyilma.github.io/ Dr. Bereket Yilma]&lt;br /&gt;
Image:Jaakko peltonen 215x296.jpg|[http://users.ics.aalto.fi/jtpelto// Jaakko Peltonen]&lt;br /&gt;
Image:IMG_0611.JPG|[http://www.dcs.warwick.ac.uk/~acristea/ Alexandra I. Cristea]&lt;br /&gt;
Image:Sibel.jpg|[http://sibelsomyurek.com/ Sibel Somyürek]&lt;br /&gt;
Image:Susan_bull.png|[https://www.researchgate.net/profile/Susan_Bull2 Susan Bull]&lt;br /&gt;
Image:KatrienVerbert.jpg|[http://people.cs.kuleuven.be/~katrien.verbert/KatrienVerbert/Katrien_Verbert.html Katrien Verbert]&lt;br /&gt;
Image:Roman bednarik.png|[http://cs.uef.fi/~rbednari/ Roman Bednarik]&lt;br /&gt;
Image:TanjaMitrovic.jpg|[http://www.cosc.canterbury.ac.nz/tanja.mitrovic/ Tanja Mitrovic]&lt;br /&gt;
Image:Eva millan.gif|[http://www.lcc.uma.es/~eva/ Eva Millán Valldeperas]&lt;br /&gt;
Image:Julita vasilleva.gif|[http://www.cs.usask.ca/faculty/julita/ Julita Vassileva]&lt;br /&gt;
Image:NicolaHenze.gif|[http://www.kbs.uni-hannover.de/~henze/ Nicola Henze]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Scholars == &lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:Henrik.jpg | [https://www.uia.no/om-uia/ansatte/henrbr16/ Henrik Bradland]&lt;br /&gt;
Image:alice.jpg |[https://research-portal.uu.nl/en/persons/alice-micheli Alice Micheli] &amp;lt;br/&amp;gt; Utrecht University, Netherlands&lt;br /&gt;
Image:1648208030273.jpg | [https://www.linkedin.com/in/maxwellszymanski/ Maxwell Szymanski] &amp;lt;br/&amp;gt; KU Leuven, Belgium&lt;br /&gt;
Image:Francesco.jpeg | [https://www.ifi.uzh.ch/en/zest/team/francesco_sovrano.html Francesco Sovrano] &amp;lt;br/&amp;gt; Universita Degli Studi Bologna, Italy&lt;br /&gt;
Image:boet_hubert.jpg |[https://www.linkedin.com/in/hubertboet/ Hubert Boët] &amp;lt;br/&amp;gt; Université Sorbonne Paris Nord&lt;br /&gt;
Image:Laia_alb%C3%B3.png|[https://scholar.google.es/citations?user=G8XglngAAAAJ&amp;amp;hl=ca Laia Albó] &amp;lt;br/&amp;gt; Universitat Pompeu Fabra, Barcelona&lt;br /&gt;
Image:huhtamaki-jukka-300.jpg|[http://www.linkedin.com/in/jukkahuhtamaki Jukka Huhtamäki]&amp;lt;br/&amp;gt;University of Tampere, Finland&lt;br /&gt;
Image:CECILIA.jpeg|[https://www.linkedin.com/in/cecilia-di-sciascio/ Cecilia di Sciascio]&amp;lt;br/&amp;gt;Know Center, Graz, Austria&lt;br /&gt;
Image:Andrew.jpg|[https://www.researchgate.net/profile/Shuchen-Li Shuchen Li] &amp;lt;br/&amp;gt;Beijing University of Posts and Telecommunications&lt;br /&gt;
Image:Rafael.png|[https://rafaelrda.wordpress.com Rafael Dias Araújo]&amp;lt;br/&amp;gt;Assistant Professor&amp;lt;br/&amp;gt;Federal University of Uberlandia, Brazil&lt;br /&gt;
Image:Ayca cebi.jpg|[https://ktu.academia.edu/aycacebi Ayça ÇEBİ] &amp;lt;br/&amp;gt;Trabzon University&lt;br /&gt;
Image:File crop1 1183908 y 384.jpg|[https://people.aalto.fi/index.html?profilepage=isfor#!teemu_sirkia Teemu Sirkiä]&amp;lt;br/&amp;gt;Aalto University, Finland&lt;br /&gt;
Image:Chris_face.jpg|[https://www.christophtrattner.info/ Christof Trattner]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Bergen&lt;br /&gt;
Image:Michelle_liang.JPG|[https://www.linkedin.com/in/drmichelleliang/ Michelle Liang]&lt;br /&gt;
Image:Yetunde.JPG|[https://wit.edu/directory/yetunde-folajimi Yetunde Folajimi] &amp;lt;br/&amp;gt;Associate Professor&amp;lt;br/&amp;gt;Wentworth Institute of Technology&lt;br /&gt;
Image:Pkraker.jpg|[http://science20.wordpress.com Peter Kraker] &amp;lt;br/&amp;gt;Open Knowledge Maps&lt;br /&gt;
Image:Kim.jpg|Jaekyung Kim&lt;br /&gt;
Image:Jbravo.gif|[http://www.eps.uam.es/esp/personal/ficha.php?empid=367 Javier Bravo Agapito]&lt;br /&gt;
Image:MarkusKetterl1.jpg|[http://studip.serv.uni-osnabrueck.de/extern.php?username=mketterl&amp;amp;page_url=http://www.virtuos.uni-osnabrueck.de/VirtUOS/TemplStudipMitarbDetails&amp;amp;global_id=4c8fb9ddd4dde83366119b2031d39ab3 Markus Ketterl]&lt;br /&gt;
Image:Jillfreyne.jpg|[https://www.linkedin.com/in/jfreyne/ Jill Freyne]&amp;lt;br/&amp;gt;Deputy Chief Scientist&amp;lt;br/&amp;gt;CSIRO&lt;br /&gt;
Image:Robert.jpg|[https://bhh.hamburg.de/prof-dr-robert-mertens/ Robert Mertens] &amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;Berufliche Hochschule Hamburg&lt;br /&gt;
Image:Roman bednarik.png|[https://cs.joensuu.fi/~rbednari/ Roman Bednarik]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Eastern Finland&lt;br /&gt;
Image:Ewald ramp.jpg|[https://www.linkedin.com/in/ewaldramp/ Ewald W. A. Ramp]&amp;lt;br/&amp;gt;Strategic Systems &amp;amp; Technology Corporation&lt;br /&gt;
Image:Jacopo.jpg|[https://www.linkedin.com/in/jacopoarmani/ Jacopo Armani] &amp;lt;br/&amp;gt;Director/Producer &amp;lt;br/&amp;gt;Fireflies&lt;br /&gt;
Image:Liping_wang.jpg|Liping Wang&amp;lt;br/&amp;gt;JiLin University&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5052</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5052"/>
		<updated>2026-03-02T17:07:53Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Past Doctoral Students */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Faculty ==&lt;br /&gt;
&amp;lt;gallery&amp;gt;&lt;br /&gt;
Image:Peter.jpg|&#039;&#039;&#039;[[User:Peterb | Peter Brusilovsky]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Director&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:rully.jpeg|[https://ruhendrawan.com/ Rully Hendrawan]&amp;lt;br/&amp;gt; Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
&lt;br /&gt;
Image:moh70.jpg|[https://themhassany.github.io/ Mohammad Hassany]&lt;br /&gt;
&lt;br /&gt;
Image:arun.jpeg|[https://a2un.github.io/ Arun Lekshmi-Narayanan]&lt;br /&gt;
&lt;br /&gt;
Image:Rafaella.jpg|[https://www.linkedin.com/in/rafaella-sampaio-de-alencar/ Rafaella Sampaio de Alencar]&lt;br /&gt;
&lt;br /&gt;
Image:Quinn.jpg|[https://quinnkwolter.com/#page-top Quinn Wolter]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Incoming Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Marzieh.jpg|[https://www.linkedin.com/in/marzieh-alidadi/ Marzieh]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Jordan.jpeg|[http://pitt.edu/~jab464 Jordan Barria-Pineda]&amp;lt;br/&amp;gt;Assistant Professor, Universidad Diego Portales, Chile&lt;br /&gt;
Image:Kamil.jpg|[http://pitt.edu/~kaa108 Kamil Akhuseyinoglu]&amp;lt;br/&amp;gt;PostDoc, Carnegie Mellon&lt;br /&gt;
Image:behnam.jpg|[http://pitt.edu/~ber58 Behnam Rahdari]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]], [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&amp;lt;br/&amp;gt; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker] &amp;lt;br/&amp;gt;PAWS + [https://sites.pitt.edu/~dah44/iris.htm IRIS Lab]&amp;lt;br/&amp;gt;Projects: [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&lt;br /&gt;
Image:Arezou.jpg|[https://www.linkedin.com/in/arezou-farzaneh/ Arezou Farzaneh]&amp;lt;br/&amp;gt; PAWS + [https://sites.pitt.edu/~mrfrank/resilientEconomy.html Resilient Economy Lab]&lt;br /&gt;
Image:Avatar.jpg|[http://pitt.edu/~hkc6 Hung Chau]&amp;lt;br /&amp;gt;Applied Scientist, Zillow&lt;br /&gt;
Image:zrisha.png|[https://zakrisha.com Zak Risha] &amp;lt;br /&amp;gt; PAWS + [https://facetlab.pitt.edu/ FACETLab]&lt;br /&gt;
Image:Tsai.jpg|[http://www.cht77.com/ Chun-Hua Tsai] &amp;lt;br/&amp;gt;Assistant Professor, College of Information Science and Technology, University of Nebraska at Omaha&lt;br /&gt;
Image:Roya.jpg|[[User:R.hosseini | Roya Hosseini]]  &amp;lt;br/&amp;gt;Senior Applied Scientist, Microsoft&lt;br /&gt;
Image:yunhuang.png|[http://columbus.exp.sis.pitt.edu/yunhuang/index.htm Yun Huang] &amp;lt;br/&amp;gt; Assistant professor, Universidad Austral de Chile&lt;br /&gt;
Image:Julio.jpg|[[User:Julio | Julio Daniel Guerra]]&amp;lt;br/&amp;gt;Projects: [[Mastery Grids Interface|Mastery Grids]] &amp;lt;br/&amp;gt; Professor of Computer Science, Universidad Austral de Chile&lt;br /&gt;
Image:xidao.jpg|[[User:Xidao| Xidao Wen]]&amp;lt;br/&amp;gt;PAWS + [https://picsolab.github.io/ PISCO Lab]  Postdoctoral Researcher, Tsinghua University&lt;br /&gt;
Image:Shaghayeghsahebi.jpg|[[User:Sherry | Shaghayegh Sahebi (Sherry)]] &amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, University at Albany - State University of New York&lt;br /&gt;
Image:Clau.JPG|[[User:Clau | Claudia López]] &amp;lt;br/&amp;gt;Associate Professor, Departamento de Informática, Universidad Técnica Federico Santa María, Chile&lt;br /&gt;
Image:Kong.png|[[User:Chirayu | Chirayu Wongchokprasitti]] &amp;lt;br/&amp;gt;Projects: [[CN3]], [[CoMeT]]&amp;lt;br/&amp;gt; Department of Biomedical Informatics, University of Pittsburgh&lt;br /&gt;
Image:Tomek.jpeg| [https://www.linkedin.com/in/tomekloboda/ Tomek Loboda]&amp;lt;br/&amp;gt;Projects: [[WADEIn]], [[Mastery Grids Interface|Mastery Grids]]&amp;lt;br/&amp;gt; Data Scientist&lt;br /&gt;
Image:jennifer.jpg|[[User:Jennifer | Jennifer (Yiling) Lin]]&amp;lt;br/&amp;gt;PAWS + [https://sites.pitt.edu/~dah44/iris.htm IRIS Lab]&amp;lt;br/&amp;gt;Associate Professor, Department of Information Management, National Sun Yat-Sen University.&lt;br /&gt;
Image:Denis_PAWS_blog.jpg|[[User:Dparra | Denis Parra]]&amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, School of Engineering, Pontificia Universidad Católica de Chile&lt;br /&gt;
Image:Sergey.jpg|[[User:Sergey | Sergey Sosnovsky]]&amp;lt;br&amp;gt;Associate Professor, Utrecht University, Netherlands&lt;br /&gt;
Image:Hsiao.jpg|[[User:Shoha99 | Sharon (I-Han) Hsiao]]&amp;lt;br/&amp;gt;Projects: [[AnnotEx]], [[QuizJET]], [[Progressor]], [[ProgressorPlus]]&amp;lt;br/&amp;gt;Assistant Professor and David Packard endowed junior fellow, Department of Computer Science and Engineering, Santa Clara University&lt;br /&gt;
Image:Danielle.gif|[[User:Suleehs | Danielle H. Lee]]&amp;lt;br/&amp;gt;Projects: [[Eventur]], [[Proactive]]&amp;lt;br/&amp;gt;Professor, Management Information Systems, Chung-Ang University, Korea&lt;br /&gt;
Image:Michael_V_Yudelson.gif|&#039;&#039;&#039;[[User:Myudelson | Michael V. Yudelson]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Projects: [[Knowledge Tree]], [[CUMULATE]], [[PERSEUS]], [[NavEx]], [[CoPE]], [[WebEx]]&amp;lt;br/&amp;gt;Staff Data Scientist, Chegg&lt;br /&gt;
Image:jaewook-1.jpg|[[User:Jahn | Jae-wook Ahn]]&amp;lt;br/&amp;gt;Projects: [[ADVISE]], [[Adaptive VIBE]], [[YourNews]], [[TaskSieve]], [[NameSieve]]&amp;lt;br/&amp;gt;Research Staff Member, Distributed AI, IBM Research&lt;br /&gt;
Image:RostaFarzan.jpg|[[User:Rostaf | Rosta Farzan]]&amp;lt;br/&amp;gt;Professor, School of Computing and Information, University of Pittsburgh.&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Master Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:ZaraBlum.jpeg|[https://www.linkedin.com/in/zarajblum/ Zara Blum]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
Image:Gangeshwari_Rajavelu.png|[https://www.linkedin.com/in/gangeshwari-rajavelu-94991137/ Gangeshwari Rajavelu]&lt;br /&gt;
Image:ShrutiSabusuresh.jpeg|[https://www.linkedin.com/in/shrutisabusuresh/ Shruti Sabusuresh]&amp;lt;br/&amp;gt;Projects: [[Smart Content]]&lt;br /&gt;
Image:WeiJeng.jpeg|[https://homepage.ntu.edu.tw/~wjeng/ Wei Jeng]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:ShaopengZhang.jpeg|[https://www.linkedin.com/in/shaopengzhang/ Shaopeng Zhang]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:Gayathri.jpeg|[https://www.linkedin.com/in/gayathrikrishnamoorthy/ Gayathri Krishnamoorthy]&lt;br /&gt;
Image:Dhruba.jpeg|[https://www.linkedin.com/in/dbaishya/ Dhruba Baishya]&lt;br /&gt;
Image:VikKhenat.jpeg|[https://www.linkedin.com/in/vik-khenat/ Vik Khenat]&lt;br /&gt;
Image:Chavan_girish.jpeg|[https://www.linkedin.com/in/girishchavan Girish Chavan]&amp;lt;br/&amp;gt;CTO Astrata Inc&lt;br /&gt;
Image:Tibor Dumitriu.gif|[http://www.sis.pitt.edu/~dumitriu/ Tibor Dumitriu]&amp;lt;br/&amp;gt;Projects: [http://ir.exp.sis.pitt.edu/advise/ AdVisE]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Faculty ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:dr_bereket_yilma.jpg |[https://bekyilma.github.io/ Dr. Bereket Yilma]&lt;br /&gt;
Image:Jaakko peltonen 215x296.jpg|[http://users.ics.aalto.fi/jtpelto// Jaakko Peltonen]&lt;br /&gt;
Image:IMG_0611.JPG|[http://www.dcs.warwick.ac.uk/~acristea/ Alexandra I. Cristea]&lt;br /&gt;
Image:Sibel.jpg|[http://sibelsomyurek.com/ Sibel Somyürek]&lt;br /&gt;
Image:Susan_bull.png|[https://www.researchgate.net/profile/Susan_Bull2 Susan Bull]&lt;br /&gt;
Image:KatrienVerbert.jpg|[http://people.cs.kuleuven.be/~katrien.verbert/KatrienVerbert/Katrien_Verbert.html Katrien Verbert]&lt;br /&gt;
Image:Roman bednarik.png|[http://cs.uef.fi/~rbednari/ Roman Bednarik]&lt;br /&gt;
Image:TanjaMitrovic.jpg|[http://www.cosc.canterbury.ac.nz/tanja.mitrovic/ Tanja Mitrovic]&lt;br /&gt;
Image:Eva millan.gif|[http://www.lcc.uma.es/~eva/ Eva Millán Valldeperas]&lt;br /&gt;
Image:Julita vasilleva.gif|[http://www.cs.usask.ca/faculty/julita/ Julita Vassileva]&lt;br /&gt;
Image:NicolaHenze.gif|[http://www.kbs.uni-hannover.de/~henze/ Nicola Henze]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Scholars == &lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:Henrik.jpg | [https://www.uia.no/om-uia/ansatte/henrbr16/ Henrik Bradland]&lt;br /&gt;
Image:alice.jpg |[https://research-portal.uu.nl/en/persons/alice-micheli Alice Micheli] &amp;lt;br/&amp;gt; Utrecht University, Netherlands&lt;br /&gt;
Image:1648208030273.jpg | [https://www.linkedin.com/in/maxwellszymanski/ Maxwell Szymanski] &amp;lt;br/&amp;gt; KU Leuven, Belgium&lt;br /&gt;
Image:Francesco.jpeg | [https://www.ifi.uzh.ch/en/zest/team/francesco_sovrano.html Francesco Sovrano] &amp;lt;br/&amp;gt; Universita Degli Studi Bologna, Italy&lt;br /&gt;
Image:boet_hubert.jpg |[https://www.linkedin.com/in/hubertboet/ Hubert Boët] &amp;lt;br/&amp;gt; Université Sorbonne Paris Nord&lt;br /&gt;
Image:Laia_alb%C3%B3.png|[https://scholar.google.es/citations?user=G8XglngAAAAJ&amp;amp;hl=ca Laia Albó] &amp;lt;br/&amp;gt; Universitat Pompeu Fabra, Barcelona&lt;br /&gt;
Image:huhtamaki-jukka-300.jpg|[http://www.linkedin.com/in/jukkahuhtamaki Jukka Huhtamäki]&amp;lt;br/&amp;gt;University of Tampere, Finland&lt;br /&gt;
Image:CECILIA.jpeg|[https://www.linkedin.com/in/cecilia-di-sciascio/ Cecilia di Sciascio]&amp;lt;br/&amp;gt;Know Center, Graz, Austria&lt;br /&gt;
Image:Andrew.jpg|[https://www.researchgate.net/profile/Shuchen-Li Shuchen Li] &amp;lt;br/&amp;gt;Beijing University of Posts and Telecommunications&lt;br /&gt;
Image:Rafael.png|[https://rafaelrda.wordpress.com Rafael Dias Araújo]&amp;lt;br/&amp;gt;Assistant Professor&amp;lt;br/&amp;gt;Federal University of Uberlandia, Brazil&lt;br /&gt;
Image:Ayca cebi.jpg|[https://ktu.academia.edu/aycacebi Ayça ÇEBİ] &amp;lt;br/&amp;gt;Trabzon University&lt;br /&gt;
Image:File crop1 1183908 y 384.jpg|[https://people.aalto.fi/index.html?profilepage=isfor#!teemu_sirkia Teemu Sirkiä]&amp;lt;br/&amp;gt;Aalto University, Finland&lt;br /&gt;
Image:Chris_face.jpg|[https://www.christophtrattner.info/ Christof Trattner]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Bergen&lt;br /&gt;
Image:Michelle_liang.JPG|[https://www.linkedin.com/in/drmichelleliang/ Michelle Liang]&lt;br /&gt;
Image:Yetunde.JPG|[https://wit.edu/directory/yetunde-folajimi Yetunde Folajimi] &amp;lt;br/&amp;gt;Associate Professor&amp;lt;br/&amp;gt;Wentworth Institute of Technology&lt;br /&gt;
Image:Pkraker.jpg|[http://science20.wordpress.com Peter Kraker] &amp;lt;br/&amp;gt;Open Knowledge Maps&lt;br /&gt;
Image:Kim.jpg|Jaekyung Kim&lt;br /&gt;
Image:Jbravo.gif|[http://www.eps.uam.es/esp/personal/ficha.php?empid=367 Javier Bravo Agapito]&lt;br /&gt;
Image:MarkusKetterl1.jpg|[http://studip.serv.uni-osnabrueck.de/extern.php?username=mketterl&amp;amp;page_url=http://www.virtuos.uni-osnabrueck.de/VirtUOS/TemplStudipMitarbDetails&amp;amp;global_id=4c8fb9ddd4dde83366119b2031d39ab3 Markus Ketterl]&lt;br /&gt;
Image:Jillfreyne.jpg|[https://www.linkedin.com/in/jfreyne/ Jill Freyne]&amp;lt;br/&amp;gt;Deputy Chief Scientist&amp;lt;br/&amp;gt;CSIRO&lt;br /&gt;
Image:Robert.jpg|[https://bhh.hamburg.de/prof-dr-robert-mertens/ Robert Mertens] &amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;Berufliche Hochschule Hamburg&lt;br /&gt;
Image:Roman bednarik.png|[https://cs.joensuu.fi/~rbednari/ Roman Bednarik]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Eastern Finland&lt;br /&gt;
Image:Ewald ramp.jpg|[https://www.linkedin.com/in/ewaldramp/ Ewald W. A. Ramp]&amp;lt;br/&amp;gt;Strategic Systems &amp;amp; Technology Corporation&lt;br /&gt;
Image:Jacopo.jpg|[https://www.linkedin.com/in/jacopoarmani/ Jacopo Armani] &amp;lt;br/&amp;gt;Director/Producer &amp;lt;br/&amp;gt;Fireflies&lt;br /&gt;
Image:Liping_wang.jpg|Liping Wang&amp;lt;br/&amp;gt;JiLin University&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5051</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5051"/>
		<updated>2026-03-02T17:03:21Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Past Doctoral Students */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Faculty ==&lt;br /&gt;
&amp;lt;gallery&amp;gt;&lt;br /&gt;
Image:Peter.jpg|&#039;&#039;&#039;[[User:Peterb | Peter Brusilovsky]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Director&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:rully.jpeg|[https://ruhendrawan.com/ Rully Hendrawan]&amp;lt;br/&amp;gt; Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
&lt;br /&gt;
Image:moh70.jpg|[https://themhassany.github.io/ Mohammad Hassany]&lt;br /&gt;
&lt;br /&gt;
Image:arun.jpeg|[https://a2un.github.io/ Arun Lekshmi-Narayanan]&lt;br /&gt;
&lt;br /&gt;
Image:Rafaella.jpg|[https://www.linkedin.com/in/rafaella-sampaio-de-alencar/ Rafaella Sampaio de Alencar]&lt;br /&gt;
&lt;br /&gt;
Image:Quinn.jpg|[https://quinnkwolter.com/#page-top Quinn Wolter]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Incoming Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Marzieh.jpg|[https://www.linkedin.com/in/marzieh-alidadi/ Marzieh]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Jordan.jpeg|[http://pitt.edu/~jab464 Jordan Barria-Pineda]&amp;lt;br/&amp;gt;Assistant Professor, Universidad Diego Portales, Chile&lt;br /&gt;
Image:Kamil.jpg|[http://pitt.edu/~kaa108 Kamil Akhuseyinoglu]&amp;lt;br/&amp;gt;PostDoc, Carnegie Mellon&lt;br /&gt;
Image:behnam.jpg|[http://pitt.edu/~ber58 Behnam Rahdari]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]], [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&amp;lt;br/&amp;gt; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker] &amp;lt;br/&amp;gt;Projects: [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&lt;br /&gt;
Image:Arezou.jpg|[https://www.linkedin.com/in/arezou-farzaneh/ Arezou Farzaneh]&amp;lt;br/&amp;gt; PAWS + [https://sites.pitt.edu/~mrfrank/resilientEconomy.html Resilient Economy Lab]&lt;br /&gt;
Image:Avatar.jpg|[http://pitt.edu/~hkc6 Hung Chau]&amp;lt;br /&amp;gt;Applied Scientist, Zillow&lt;br /&gt;
Image:zrisha.png|[https://zakrisha.com Zak Risha] &amp;lt;br /&amp;gt; PAWS + [https://facetlab.pitt.edu/ FACETLab]&lt;br /&gt;
Image:Tsai.jpg|[http://www.cht77.com/ Chun-Hua Tsai] &amp;lt;br/&amp;gt;Assistant Professor, College of Information Science and Technology, University of Nebraska at Omaha&lt;br /&gt;
Image:Roya.jpg|[[User:R.hosseini | Roya Hosseini]]  &amp;lt;br/&amp;gt;Senior Applied Scientist, Microsoft&lt;br /&gt;
Image:yunhuang.png|[http://columbus.exp.sis.pitt.edu/yunhuang/index.htm Yun Huang] &amp;lt;br/&amp;gt; Assistant professor, Universidad Austral de Chile&lt;br /&gt;
Image:Julio.jpg|[[User:Julio | Julio Daniel Guerra]]&amp;lt;br/&amp;gt;Projects: [[Mastery Grids Interface|Mastery Grids]] &amp;lt;br/&amp;gt; Professor of Computer Science, Universidad Austral de Chile&lt;br /&gt;
Image:xidao.jpg|[[User:Xidao| Xidao Wen]]&amp;lt;br/&amp;gt;PAWS + [https://picsolab.github.io/ PISCO Lab]  Postdoctoral Researcher, Tsinghua University&lt;br /&gt;
Image:Shaghayeghsahebi.jpg|[[User:Sherry | Shaghayegh Sahebi (Sherry)]] &amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, University at Albany - State University of New York&lt;br /&gt;
Image:Clau.JPG|[[User:Clau | Claudia López]] &amp;lt;br/&amp;gt;Associate Professor, Departamento de Informática, Universidad Técnica Federico Santa María, Chile&lt;br /&gt;
Image:Kong.png|[[User:Chirayu | Chirayu Wongchokprasitti]] &amp;lt;br/&amp;gt;Projects: [[CN3]], [[CoMeT]]&amp;lt;br/&amp;gt; Department of Biomedical Informatics, University of Pittsburgh&lt;br /&gt;
Image:Tomek.jpeg| [https://www.linkedin.com/in/tomekloboda/ Tomek Loboda]&amp;lt;br/&amp;gt;Projects: [[WADEIn]], [[Mastery Grids Interface|Mastery Grids]]&amp;lt;br/&amp;gt; Data Scientist&lt;br /&gt;
Image:jennifer.jpg|[[User:Jennifer | Jennifer (Yiling) Lin]]&amp;lt;br/&amp;gt;Associate Professor, Department of Information Management, National Sun Yat-Sen University.&lt;br /&gt;
Image:Denis_PAWS_blog.jpg|[[User:Dparra | Denis Parra]]&amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, School of Engineering, Pontificia Universidad Católica de Chile&lt;br /&gt;
Image:Sergey.jpg|[[User:Sergey | Sergey Sosnovsky]]&amp;lt;br&amp;gt;Associate Professor, Utrecht University, Netherlands&lt;br /&gt;
Image:Hsiao.jpg|[[User:Shoha99 | Sharon (I-Han) Hsiao]]&amp;lt;br/&amp;gt;Projects: [[AnnotEx]], [[QuizJET]], [[Progressor]], [[ProgressorPlus]]&amp;lt;br/&amp;gt;Assistant Professor and David Packard endowed junior fellow, Department of Computer Science and Engineering, Santa Clara University&lt;br /&gt;
Image:Danielle.gif|[[User:Suleehs | Danielle H. Lee]]&amp;lt;br/&amp;gt;Projects: [[Eventur]], [[Proactive]]&amp;lt;br/&amp;gt;Professor, Management Information Systems, Chung-Ang University, Korea&lt;br /&gt;
Image:Michael_V_Yudelson.gif|&#039;&#039;&#039;[[User:Myudelson | Michael V. Yudelson]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Projects: [[Knowledge Tree]], [[CUMULATE]], [[PERSEUS]], [[NavEx]], [[CoPE]], [[WebEx]]&amp;lt;br/&amp;gt;Staff Data Scientist, Chegg&lt;br /&gt;
Image:jaewook-1.jpg|[[User:Jahn | Jae-wook Ahn]]&amp;lt;br/&amp;gt;Projects: [[ADVISE]], [[Adaptive VIBE]], [[YourNews]], [[TaskSieve]], [[NameSieve]]&amp;lt;br/&amp;gt;Research Staff Member, Distributed AI, IBM Research&lt;br /&gt;
Image:RostaFarzan.jpg|[[User:Rostaf | Rosta Farzan]]&amp;lt;br/&amp;gt;Professor, School of Computing and Information, University of Pittsburgh.&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Master Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:ZaraBlum.jpeg|[https://www.linkedin.com/in/zarajblum/ Zara Blum]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
Image:Gangeshwari_Rajavelu.png|[https://www.linkedin.com/in/gangeshwari-rajavelu-94991137/ Gangeshwari Rajavelu]&lt;br /&gt;
Image:ShrutiSabusuresh.jpeg|[https://www.linkedin.com/in/shrutisabusuresh/ Shruti Sabusuresh]&amp;lt;br/&amp;gt;Projects: [[Smart Content]]&lt;br /&gt;
Image:WeiJeng.jpeg|[https://homepage.ntu.edu.tw/~wjeng/ Wei Jeng]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:ShaopengZhang.jpeg|[https://www.linkedin.com/in/shaopengzhang/ Shaopeng Zhang]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:Gayathri.jpeg|[https://www.linkedin.com/in/gayathrikrishnamoorthy/ Gayathri Krishnamoorthy]&lt;br /&gt;
Image:Dhruba.jpeg|[https://www.linkedin.com/in/dbaishya/ Dhruba Baishya]&lt;br /&gt;
Image:VikKhenat.jpeg|[https://www.linkedin.com/in/vik-khenat/ Vik Khenat]&lt;br /&gt;
Image:Chavan_girish.jpeg|[https://www.linkedin.com/in/girishchavan Girish Chavan]&amp;lt;br/&amp;gt;CTO Astrata Inc&lt;br /&gt;
Image:Tibor Dumitriu.gif|[http://www.sis.pitt.edu/~dumitriu/ Tibor Dumitriu]&amp;lt;br/&amp;gt;Projects: [http://ir.exp.sis.pitt.edu/advise/ AdVisE]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Faculty ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:dr_bereket_yilma.jpg |[https://bekyilma.github.io/ Dr. Bereket Yilma]&lt;br /&gt;
Image:Jaakko peltonen 215x296.jpg|[http://users.ics.aalto.fi/jtpelto// Jaakko Peltonen]&lt;br /&gt;
Image:IMG_0611.JPG|[http://www.dcs.warwick.ac.uk/~acristea/ Alexandra I. Cristea]&lt;br /&gt;
Image:Sibel.jpg|[http://sibelsomyurek.com/ Sibel Somyürek]&lt;br /&gt;
Image:Susan_bull.png|[https://www.researchgate.net/profile/Susan_Bull2 Susan Bull]&lt;br /&gt;
Image:KatrienVerbert.jpg|[http://people.cs.kuleuven.be/~katrien.verbert/KatrienVerbert/Katrien_Verbert.html Katrien Verbert]&lt;br /&gt;
Image:Roman bednarik.png|[http://cs.uef.fi/~rbednari/ Roman Bednarik]&lt;br /&gt;
Image:TanjaMitrovic.jpg|[http://www.cosc.canterbury.ac.nz/tanja.mitrovic/ Tanja Mitrovic]&lt;br /&gt;
Image:Eva millan.gif|[http://www.lcc.uma.es/~eva/ Eva Millán Valldeperas]&lt;br /&gt;
Image:Julita vasilleva.gif|[http://www.cs.usask.ca/faculty/julita/ Julita Vassileva]&lt;br /&gt;
Image:NicolaHenze.gif|[http://www.kbs.uni-hannover.de/~henze/ Nicola Henze]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Scholars == &lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:Henrik.jpg | [https://www.uia.no/om-uia/ansatte/henrbr16/ Henrik Bradland]&lt;br /&gt;
Image:alice.jpg |[https://research-portal.uu.nl/en/persons/alice-micheli Alice Micheli] &amp;lt;br/&amp;gt; Utrecht University, Netherlands&lt;br /&gt;
Image:1648208030273.jpg | [https://www.linkedin.com/in/maxwellszymanski/ Maxwell Szymanski] &amp;lt;br/&amp;gt; KU Leuven, Belgium&lt;br /&gt;
Image:Francesco.jpeg | [https://www.ifi.uzh.ch/en/zest/team/francesco_sovrano.html Francesco Sovrano] &amp;lt;br/&amp;gt; Universita Degli Studi Bologna, Italy&lt;br /&gt;
Image:boet_hubert.jpg |[https://www.linkedin.com/in/hubertboet/ Hubert Boët] &amp;lt;br/&amp;gt; Université Sorbonne Paris Nord&lt;br /&gt;
Image:Laia_alb%C3%B3.png|[https://scholar.google.es/citations?user=G8XglngAAAAJ&amp;amp;hl=ca Laia Albó] &amp;lt;br/&amp;gt; Universitat Pompeu Fabra, Barcelona&lt;br /&gt;
Image:huhtamaki-jukka-300.jpg|[http://www.linkedin.com/in/jukkahuhtamaki Jukka Huhtamäki]&amp;lt;br/&amp;gt;University of Tampere, Finland&lt;br /&gt;
Image:CECILIA.jpeg|[https://www.linkedin.com/in/cecilia-di-sciascio/ Cecilia di Sciascio]&amp;lt;br/&amp;gt;Know Center, Graz, Austria&lt;br /&gt;
Image:Andrew.jpg|[https://www.researchgate.net/profile/Shuchen-Li Shuchen Li] &amp;lt;br/&amp;gt;Beijing University of Posts and Telecommunications&lt;br /&gt;
Image:Rafael.png|[https://rafaelrda.wordpress.com Rafael Dias Araújo]&amp;lt;br/&amp;gt;Assistant Professor&amp;lt;br/&amp;gt;Federal University of Uberlandia, Brazil&lt;br /&gt;
Image:Ayca cebi.jpg|[https://ktu.academia.edu/aycacebi Ayça ÇEBİ] &amp;lt;br/&amp;gt;Trabzon University&lt;br /&gt;
Image:File crop1 1183908 y 384.jpg|[https://people.aalto.fi/index.html?profilepage=isfor#!teemu_sirkia Teemu Sirkiä]&amp;lt;br/&amp;gt;Aalto University, Finland&lt;br /&gt;
Image:Chris_face.jpg|[https://www.christophtrattner.info/ Christof Trattner]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Bergen&lt;br /&gt;
Image:Michelle_liang.JPG|[https://www.linkedin.com/in/drmichelleliang/ Michelle Liang]&lt;br /&gt;
Image:Yetunde.JPG|[https://wit.edu/directory/yetunde-folajimi Yetunde Folajimi] &amp;lt;br/&amp;gt;Associate Professor&amp;lt;br/&amp;gt;Wentworth Institute of Technology&lt;br /&gt;
Image:Pkraker.jpg|[http://science20.wordpress.com Peter Kraker] &amp;lt;br/&amp;gt;Open Knowledge Maps&lt;br /&gt;
Image:Kim.jpg|Jaekyung Kim&lt;br /&gt;
Image:Jbravo.gif|[http://www.eps.uam.es/esp/personal/ficha.php?empid=367 Javier Bravo Agapito]&lt;br /&gt;
Image:MarkusKetterl1.jpg|[http://studip.serv.uni-osnabrueck.de/extern.php?username=mketterl&amp;amp;page_url=http://www.virtuos.uni-osnabrueck.de/VirtUOS/TemplStudipMitarbDetails&amp;amp;global_id=4c8fb9ddd4dde83366119b2031d39ab3 Markus Ketterl]&lt;br /&gt;
Image:Jillfreyne.jpg|[https://www.linkedin.com/in/jfreyne/ Jill Freyne]&amp;lt;br/&amp;gt;Deputy Chief Scientist&amp;lt;br/&amp;gt;CSIRO&lt;br /&gt;
Image:Robert.jpg|[https://bhh.hamburg.de/prof-dr-robert-mertens/ Robert Mertens] &amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;Berufliche Hochschule Hamburg&lt;br /&gt;
Image:Roman bednarik.png|[https://cs.joensuu.fi/~rbednari/ Roman Bednarik]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Eastern Finland&lt;br /&gt;
Image:Ewald ramp.jpg|[https://www.linkedin.com/in/ewaldramp/ Ewald W. A. Ramp]&amp;lt;br/&amp;gt;Strategic Systems &amp;amp; Technology Corporation&lt;br /&gt;
Image:Jacopo.jpg|[https://www.linkedin.com/in/jacopoarmani/ Jacopo Armani] &amp;lt;br/&amp;gt;Director/Producer &amp;lt;br/&amp;gt;Fireflies&lt;br /&gt;
Image:Liping_wang.jpg|Liping Wang&amp;lt;br/&amp;gt;JiLin University&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5050</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5050"/>
		<updated>2026-03-02T17:02:25Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Past Doctoral Students */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Faculty ==&lt;br /&gt;
&amp;lt;gallery&amp;gt;&lt;br /&gt;
Image:Peter.jpg|&#039;&#039;&#039;[[User:Peterb | Peter Brusilovsky]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Director&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:rully.jpeg|[https://ruhendrawan.com/ Rully Hendrawan]&amp;lt;br/&amp;gt; Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
&lt;br /&gt;
Image:moh70.jpg|[https://themhassany.github.io/ Mohammad Hassany]&lt;br /&gt;
&lt;br /&gt;
Image:arun.jpeg|[https://a2un.github.io/ Arun Lekshmi-Narayanan]&lt;br /&gt;
&lt;br /&gt;
Image:Rafaella.jpg|[https://www.linkedin.com/in/rafaella-sampaio-de-alencar/ Rafaella Sampaio de Alencar]&lt;br /&gt;
&lt;br /&gt;
Image:Quinn.jpg|[https://quinnkwolter.com/#page-top Quinn Wolter]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Incoming Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Marzieh.jpg|[https://www.linkedin.com/in/marzieh-alidadi/ Marzieh]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Jordan.jpeg|[http://pitt.edu/~jab464 Jordan Barria-Pineda]&amp;lt;br/&amp;gt;Assistant Professor, Universidad Diego Portales, Chile&lt;br /&gt;
Image:Kamil.jpg|[http://pitt.edu/~kaa108 Kamil Akhuseyinoglu]&amp;lt;br/&amp;gt;PostDoc, Carnegie Mellon&lt;br /&gt;
Image:behnam.jpg|[http://pitt.edu/~ber58 Behnam Rahdari]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]], [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&amp;lt;br/&amp;gt; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker] &amp;lt;br/&amp;gt;Projects: [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&lt;br /&gt;
Image:Arezou.jpg|[https://www.linkedin.com/in/arezou-farzaneh/ Arezou Farzaneh]&amp;lt;br/&amp;gt; PAWS + [https://sites.pitt.edu/~mrfrank/resilientEconomy.html Resilient Economy Lab]&lt;br /&gt;
Image:Avatar.jpg|[http://pitt.edu/~hkc6 Hung Chau]&amp;lt;br /&amp;gt;Applied Scientist, Zillow&lt;br /&gt;
Image:zrisha.png|[https://zakrisha.com Zak Risha] &amp;lt;br /&amp;gt; PAWS + [https://facetlab.pitt.edu/ FACETLab]&lt;br /&gt;
Image:Tsai.jpg|[http://www.cht77.com/ Chun-Hua Tsai] &amp;lt;br/&amp;gt;Assistant Professor, College of Information Science and Technology, University of Nebraska at Omaha&lt;br /&gt;
Image:Roya.jpg|[[User:R.hosseini | Roya Hosseini]]  &amp;lt;br/&amp;gt;Senior Applied Scientist, Microsoft&lt;br /&gt;
Image:yunhuang.png|[http://columbus.exp.sis.pitt.edu/yunhuang/index.htm Yun Huang] &amp;lt;br/&amp;gt; Assistant professor, Universidad Austral de Chile&lt;br /&gt;
Image:Julio.jpg|[[User:Julio | Julio Daniel Guerra]]&amp;lt;br/&amp;gt;Projects: [[Mastery Grids Interface|Mastery Grids]] &amp;lt;br/&amp;gt; Professor of Computer Science, Universidad Austral de Chile&lt;br /&gt;
Image:xidao.jpg|[[User:Xidao| Xidao Wen]]&amp;lt;br/&amp;gt;PAWS + [https://picsolab.github.io/ PISCO Lab]  Postdoctoral Researcher, Tsinghua University&lt;br /&gt;
Image:Shaghayeghsahebi.jpg|[[User:Sherry | Shaghayegh Sahebi (Sherry)]] &amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, University at Albany - State University of New York&lt;br /&gt;
Image:Clau.JPG|[[User:Clau | Claudia López]] &amp;lt;br/&amp;gt;Associate Professor, Departamento de Informática, Universidad Técnica Federico Santa María, Chile&lt;br /&gt;
Image:Kong.png|[[User:Chirayu | Chirayu Wongchokprasitti]] &amp;lt;br/&amp;gt;Projects: [[CN3]], [[CoMeT]]&amp;lt;br/&amp;gt; Department of Biomedical Informatics, University of Pittsburgh&lt;br /&gt;
Image:Tomek.jpeg| [https://www.linkedin.com/in/tomekloboda/ Tomek Loboda]&amp;lt;br/&amp;gt;Projects: [[WADEIn]], [[Mastery Grids Interface|Mastery Grids]]&amp;lt;br/&amp;gt; Data Scientist&lt;br /&gt;
Image:jennifer.jpg|[[User:Jennifer | Jennifer (Yiling) Lin]]&amp;lt;br/&amp;gt;Associate Professor, Department of Information Management, National Sun Yat-Sen University.&lt;br /&gt;
Image:Denis_PAWS_blog.jpg|[[User:Dparra | Denis Parra]]&amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, School of Engineering, Pontificia Universidad Católica de Chile&lt;br /&gt;
Image:Sergey.jpg|[[User:Sergey | Sergey Sosnovsky]]&amp;lt;br&amp;gt;Associate Professor, Utrecht University, Netherlands&lt;br /&gt;
Image:Hsiao.jpg|[[User:Shoha99 | Sharon (I-Han) Hsiao]]&amp;lt;br/&amp;gt;Projects: [[AnnotEx]], [[QuizJET]], [[Progressor]], [[ProgressorPlus]]&amp;lt;br/&amp;gt;Assistant Professor and David Packard endowed junior fellow, Department of Computer Science and Engineering, Santa Clara University&lt;br /&gt;
Image:Danielle.gif|[[User:Suleehs | Danielle H. Lee]]&amp;lt;br/&amp;gt;Projects: [[Eventur]], [[Proactive]]&amp;lt;br/&amp;gt;Full Professor, Management Information Systems, Chung-Ang University, Korea&lt;br /&gt;
Image:Michael_V_Yudelson.gif|&#039;&#039;&#039;[[User:Myudelson | Michael V. Yudelson]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Projects: [[Knowledge Tree]], [[CUMULATE]], [[PERSEUS]], [[NavEx]], [[CoPE]], [[WebEx]]&amp;lt;br/&amp;gt;Staff Data Scientist, Chegg&lt;br /&gt;
Image:jaewook-1.jpg|[[User:Jahn | Jae-wook Ahn]]&amp;lt;br/&amp;gt;Projects: [[ADVISE]], [[Adaptive VIBE]], [[YourNews]], [[TaskSieve]], [[NameSieve]]&amp;lt;br/&amp;gt;Research Staff Member, Distributed AI, IBM Research&lt;br /&gt;
Image:RostaFarzan.jpg|[[User:Rostaf | Rosta Farzan]]&amp;lt;br/&amp;gt;Professor, School of Computing and Information, University of Pittsburgh.&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Master Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:ZaraBlum.jpeg|[https://www.linkedin.com/in/zarajblum/ Zara Blum]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
Image:Gangeshwari_Rajavelu.png|[https://www.linkedin.com/in/gangeshwari-rajavelu-94991137/ Gangeshwari Rajavelu]&lt;br /&gt;
Image:ShrutiSabusuresh.jpeg|[https://www.linkedin.com/in/shrutisabusuresh/ Shruti Sabusuresh]&amp;lt;br/&amp;gt;Projects: [[Smart Content]]&lt;br /&gt;
Image:WeiJeng.jpeg|[https://homepage.ntu.edu.tw/~wjeng/ Wei Jeng]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:ShaopengZhang.jpeg|[https://www.linkedin.com/in/shaopengzhang/ Shaopeng Zhang]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:Gayathri.jpeg|[https://www.linkedin.com/in/gayathrikrishnamoorthy/ Gayathri Krishnamoorthy]&lt;br /&gt;
Image:Dhruba.jpeg|[https://www.linkedin.com/in/dbaishya/ Dhruba Baishya]&lt;br /&gt;
Image:VikKhenat.jpeg|[https://www.linkedin.com/in/vik-khenat/ Vik Khenat]&lt;br /&gt;
Image:Chavan_girish.jpeg|[https://www.linkedin.com/in/girishchavan Girish Chavan]&amp;lt;br/&amp;gt;CTO Astrata Inc&lt;br /&gt;
Image:Tibor Dumitriu.gif|[http://www.sis.pitt.edu/~dumitriu/ Tibor Dumitriu]&amp;lt;br/&amp;gt;Projects: [http://ir.exp.sis.pitt.edu/advise/ AdVisE]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Faculty ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:dr_bereket_yilma.jpg |[https://bekyilma.github.io/ Dr. Bereket Yilma]&lt;br /&gt;
Image:Jaakko peltonen 215x296.jpg|[http://users.ics.aalto.fi/jtpelto// Jaakko Peltonen]&lt;br /&gt;
Image:IMG_0611.JPG|[http://www.dcs.warwick.ac.uk/~acristea/ Alexandra I. Cristea]&lt;br /&gt;
Image:Sibel.jpg|[http://sibelsomyurek.com/ Sibel Somyürek]&lt;br /&gt;
Image:Susan_bull.png|[https://www.researchgate.net/profile/Susan_Bull2 Susan Bull]&lt;br /&gt;
Image:KatrienVerbert.jpg|[http://people.cs.kuleuven.be/~katrien.verbert/KatrienVerbert/Katrien_Verbert.html Katrien Verbert]&lt;br /&gt;
Image:Roman bednarik.png|[http://cs.uef.fi/~rbednari/ Roman Bednarik]&lt;br /&gt;
Image:TanjaMitrovic.jpg|[http://www.cosc.canterbury.ac.nz/tanja.mitrovic/ Tanja Mitrovic]&lt;br /&gt;
Image:Eva millan.gif|[http://www.lcc.uma.es/~eva/ Eva Millán Valldeperas]&lt;br /&gt;
Image:Julita vasilleva.gif|[http://www.cs.usask.ca/faculty/julita/ Julita Vassileva]&lt;br /&gt;
Image:NicolaHenze.gif|[http://www.kbs.uni-hannover.de/~henze/ Nicola Henze]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Scholars == &lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:Henrik.jpg | [https://www.uia.no/om-uia/ansatte/henrbr16/ Henrik Bradland]&lt;br /&gt;
Image:alice.jpg |[https://research-portal.uu.nl/en/persons/alice-micheli Alice Micheli] &amp;lt;br/&amp;gt; Utrecht University, Netherlands&lt;br /&gt;
Image:1648208030273.jpg | [https://www.linkedin.com/in/maxwellszymanski/ Maxwell Szymanski] &amp;lt;br/&amp;gt; KU Leuven, Belgium&lt;br /&gt;
Image:Francesco.jpeg | [https://www.ifi.uzh.ch/en/zest/team/francesco_sovrano.html Francesco Sovrano] &amp;lt;br/&amp;gt; Universita Degli Studi Bologna, Italy&lt;br /&gt;
Image:boet_hubert.jpg |[https://www.linkedin.com/in/hubertboet/ Hubert Boët] &amp;lt;br/&amp;gt; Université Sorbonne Paris Nord&lt;br /&gt;
Image:Laia_alb%C3%B3.png|[https://scholar.google.es/citations?user=G8XglngAAAAJ&amp;amp;hl=ca Laia Albó] &amp;lt;br/&amp;gt; Universitat Pompeu Fabra, Barcelona&lt;br /&gt;
Image:huhtamaki-jukka-300.jpg|[http://www.linkedin.com/in/jukkahuhtamaki Jukka Huhtamäki]&amp;lt;br/&amp;gt;University of Tampere, Finland&lt;br /&gt;
Image:CECILIA.jpeg|[https://www.linkedin.com/in/cecilia-di-sciascio/ Cecilia di Sciascio]&amp;lt;br/&amp;gt;Know Center, Graz, Austria&lt;br /&gt;
Image:Andrew.jpg|[https://www.researchgate.net/profile/Shuchen-Li Shuchen Li] &amp;lt;br/&amp;gt;Beijing University of Posts and Telecommunications&lt;br /&gt;
Image:Rafael.png|[https://rafaelrda.wordpress.com Rafael Dias Araújo]&amp;lt;br/&amp;gt;Assistant Professor&amp;lt;br/&amp;gt;Federal University of Uberlandia, Brazil&lt;br /&gt;
Image:Ayca cebi.jpg|[https://ktu.academia.edu/aycacebi Ayça ÇEBİ] &amp;lt;br/&amp;gt;Trabzon University&lt;br /&gt;
Image:File crop1 1183908 y 384.jpg|[https://people.aalto.fi/index.html?profilepage=isfor#!teemu_sirkia Teemu Sirkiä]&amp;lt;br/&amp;gt;Aalto University, Finland&lt;br /&gt;
Image:Chris_face.jpg|[https://www.christophtrattner.info/ Christof Trattner]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Bergen&lt;br /&gt;
Image:Michelle_liang.JPG|[https://www.linkedin.com/in/drmichelleliang/ Michelle Liang]&lt;br /&gt;
Image:Yetunde.JPG|[https://wit.edu/directory/yetunde-folajimi Yetunde Folajimi] &amp;lt;br/&amp;gt;Associate Professor&amp;lt;br/&amp;gt;Wentworth Institute of Technology&lt;br /&gt;
Image:Pkraker.jpg|[http://science20.wordpress.com Peter Kraker] &amp;lt;br/&amp;gt;Open Knowledge Maps&lt;br /&gt;
Image:Kim.jpg|Jaekyung Kim&lt;br /&gt;
Image:Jbravo.gif|[http://www.eps.uam.es/esp/personal/ficha.php?empid=367 Javier Bravo Agapito]&lt;br /&gt;
Image:MarkusKetterl1.jpg|[http://studip.serv.uni-osnabrueck.de/extern.php?username=mketterl&amp;amp;page_url=http://www.virtuos.uni-osnabrueck.de/VirtUOS/TemplStudipMitarbDetails&amp;amp;global_id=4c8fb9ddd4dde83366119b2031d39ab3 Markus Ketterl]&lt;br /&gt;
Image:Jillfreyne.jpg|[https://www.linkedin.com/in/jfreyne/ Jill Freyne]&amp;lt;br/&amp;gt;Deputy Chief Scientist&amp;lt;br/&amp;gt;CSIRO&lt;br /&gt;
Image:Robert.jpg|[https://bhh.hamburg.de/prof-dr-robert-mertens/ Robert Mertens] &amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;Berufliche Hochschule Hamburg&lt;br /&gt;
Image:Roman bednarik.png|[https://cs.joensuu.fi/~rbednari/ Roman Bednarik]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Eastern Finland&lt;br /&gt;
Image:Ewald ramp.jpg|[https://www.linkedin.com/in/ewaldramp/ Ewald W. A. Ramp]&amp;lt;br/&amp;gt;Strategic Systems &amp;amp; Technology Corporation&lt;br /&gt;
Image:Jacopo.jpg|[https://www.linkedin.com/in/jacopoarmani/ Jacopo Armani] &amp;lt;br/&amp;gt;Director/Producer &amp;lt;br/&amp;gt;Fireflies&lt;br /&gt;
Image:Liping_wang.jpg|Liping Wang&amp;lt;br/&amp;gt;JiLin University&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5049</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5049"/>
		<updated>2026-03-02T17:01:26Z</updated>

		<summary type="html">&lt;p&gt;Peterb: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Faculty ==&lt;br /&gt;
&amp;lt;gallery&amp;gt;&lt;br /&gt;
Image:Peter.jpg|&#039;&#039;&#039;[[User:Peterb | Peter Brusilovsky]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Director&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:rully.jpeg|[https://ruhendrawan.com/ Rully Hendrawan]&amp;lt;br/&amp;gt; Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
&lt;br /&gt;
Image:moh70.jpg|[https://themhassany.github.io/ Mohammad Hassany]&lt;br /&gt;
&lt;br /&gt;
Image:arun.jpeg|[https://a2un.github.io/ Arun Lekshmi-Narayanan]&lt;br /&gt;
&lt;br /&gt;
Image:Rafaella.jpg|[https://www.linkedin.com/in/rafaella-sampaio-de-alencar/ Rafaella Sampaio de Alencar]&lt;br /&gt;
&lt;br /&gt;
Image:Quinn.jpg|[https://quinnkwolter.com/#page-top Quinn Wolter]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Incoming Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Marzieh.jpg|[https://www.linkedin.com/in/marzieh-alidadi/ Marzieh]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Jordan.jpeg|[http://pitt.edu/~jab464 Jordan Barria-Pineda]&amp;lt;br/&amp;gt;Assistant Professor, Universidad Diego Portales, Chile&lt;br /&gt;
Image:Kamil.jpg|[http://pitt.edu/~kaa108 Kamil Akhuseyinoglu]&amp;lt;br/&amp;gt;PostDoc, Carnegie Mellon&lt;br /&gt;
Image:behnam.jpg|[http://pitt.edu/~ber58 Behnam Rahdari]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]], [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&amp;lt;br/&amp;gt; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker] &amp;lt;br/&amp;gt;Projects: [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&lt;br /&gt;
Image:Arezou.jpg|[https://www.linkedin.com/in/arezou-farzaneh/ Arezou Farzaneh]&amp;lt;br/&amp;gt; PAWS + [https://sites.pitt.edu/~mrfrank/resilientEconomy.html Resilient Economy Lab]&lt;br /&gt;
Image:Avatar.jpg|[http://pitt.edu/~hkc6 Hung Chau]&amp;lt;br /&amp;gt;Applied Scientist, Zillow&lt;br /&gt;
Image:zrisha.png|[https://zakrisha.com Zak Risha] &amp;lt;br /&amp;gt; PAWS + [https://facetlab.pitt.edu/ FACETLab]&lt;br /&gt;
Image:Tsai.jpg|[http://www.cht77.com/ Chun-Hua Tsai] &amp;lt;br/&amp;gt;Assistant Professor, College of Information Science and Technology, University of Nebraska at Omaha&lt;br /&gt;
Image:Roya.jpg|[[User:R.hosseini | Roya Hosseini]]  &amp;lt;br/&amp;gt;Senior Applied Scientist, Microsoft&lt;br /&gt;
Image:yunhuang.png|[http://columbus.exp.sis.pitt.edu/yunhuang/index.htm Yun Huang] &amp;lt;br/&amp;gt; Assistant professor, Universidad Austral de Chile&lt;br /&gt;
Image:Julio.jpg|[[User:Julio | Julio Daniel Guerra]]&amp;lt;br/&amp;gt;Projects: [[Mastery Grids Interface|Mastery Grids]] &amp;lt;br/&amp;gt; Professor of Computer Science, Universidad Austral de Chile&lt;br /&gt;
Image:xidao.jpg|[[User:Xidao| Xidao Wen]]&amp;lt;br/&amp;gt;PAWS + [https://picsolab.github.io/ PISCO Lab]  Postdoctoral Researcher, Tsinghua University&lt;br /&gt;
Image:Shaghayeghsahebi.jpg|[[User:Sherry | Shaghayegh Sahebi (Sherry)]] &amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, University at Albany - State University of New York&lt;br /&gt;
Image:Clau.JPG|[[User:Clau | Claudia López]] &amp;lt;br/&amp;gt;Associate Professor, Departamento de Informática, Universidad Técnica Federico Santa María, Chile&lt;br /&gt;
Image:Kong.png|[[User:Chirayu | Chirayu Wongchokprasitti]] &amp;lt;br/&amp;gt;Projects: [[CN3]], [[CoMeT]]&amp;lt;br/&amp;gt; Department of Biomedical Informatics, University of Pittsburgh&lt;br /&gt;
Image:Tomek.jpeg| [https://www.linkedin.com/in/tomekloboda/ Tomek Loboda]&amp;lt;br/&amp;gt;Projects: [[WADEIn]], [[Mastery Grids Interface|Mastery Grids]]&amp;lt;br/&amp;gt; Data Scientist&lt;br /&gt;
Image:jennifer.jpg|[[User:Jennifer | Jennifer (Yiling) Lin]]&amp;lt;br/&amp;gt;Associate Professor, Department of Information Management, National Sun Yat-Sen University.&lt;br /&gt;
Image:Denis_PAWS_blog.jpg|[[User:Dparra | Denis Parra]]&amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, School of Engineering, Pontificia Universidad Católica de Chile&lt;br /&gt;
Image:Sergey.jpg|[[User:Sergey | Sergey Sosnovsky]]&amp;lt;br&amp;gt;Associate Professor, Utrecht University, Netherlands&lt;br /&gt;
Image:Hsiao.jpg|[[User:Shoha99 | Sharon (I-Han) Hsiao]]&amp;lt;br/&amp;gt;Projects: [[AnnotEx]], [[QuizJET]], [[Progressor]], [[ProgressorPlus]]&amp;lt;br/&amp;gt;Assistant Professor and David Packard endowed junior fellow, Department of Computer Science and Engineering, Santa Clara University&lt;br /&gt;
Image:Danielle.gif|[[User:Suleehs | Danielle H. Lee]]&amp;lt;br/&amp;gt;Projects: [[Eventur]], [[Proactive]]&amp;lt;br/&amp;gt;Associate Professor, Management Information Systems, Chung-Ang University, Korea&lt;br /&gt;
Image:Michael_V_Yudelson.gif|&#039;&#039;&#039;[[User:Myudelson | Michael V. Yudelson]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Projects: [[Knowledge Tree]], [[CUMULATE]], [[PERSEUS]], [[NavEx]], [[CoPE]], [[WebEx]]&amp;lt;br/&amp;gt;Staff Data Scientist, Chegg&lt;br /&gt;
Image:jaewook-1.jpg|[[User:Jahn | Jae-wook Ahn]]&amp;lt;br/&amp;gt;Projects: [[ADVISE]], [[Adaptive VIBE]], [[YourNews]], [[TaskSieve]], [[NameSieve]]&amp;lt;br/&amp;gt;Research Staff Member, Distributed AI, IBM Research&lt;br /&gt;
Image:RostaFarzan.jpg|[[User:Rostaf | Rosta Farzan]]&amp;lt;br/&amp;gt;Professor, School of Computing and Information, University of Pittsburgh.&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Master Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:ZaraBlum.jpeg|[https://www.linkedin.com/in/zarajblum/ Zara Blum]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
Image:Gangeshwari_Rajavelu.png|[https://www.linkedin.com/in/gangeshwari-rajavelu-94991137/ Gangeshwari Rajavelu]&lt;br /&gt;
Image:ShrutiSabusuresh.jpeg|[https://www.linkedin.com/in/shrutisabusuresh/ Shruti Sabusuresh]&amp;lt;br/&amp;gt;Projects: [[Smart Content]]&lt;br /&gt;
Image:WeiJeng.jpeg|[https://homepage.ntu.edu.tw/~wjeng/ Wei Jeng]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:ShaopengZhang.jpeg|[https://www.linkedin.com/in/shaopengzhang/ Shaopeng Zhang]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:Gayathri.jpeg|[https://www.linkedin.com/in/gayathrikrishnamoorthy/ Gayathri Krishnamoorthy]&lt;br /&gt;
Image:Dhruba.jpeg|[https://www.linkedin.com/in/dbaishya/ Dhruba Baishya]&lt;br /&gt;
Image:VikKhenat.jpeg|[https://www.linkedin.com/in/vik-khenat/ Vik Khenat]&lt;br /&gt;
Image:Chavan_girish.jpeg|[https://www.linkedin.com/in/girishchavan Girish Chavan]&amp;lt;br/&amp;gt;CTO Astrata Inc&lt;br /&gt;
Image:Tibor Dumitriu.gif|[http://www.sis.pitt.edu/~dumitriu/ Tibor Dumitriu]&amp;lt;br/&amp;gt;Projects: [http://ir.exp.sis.pitt.edu/advise/ AdVisE]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Faculty ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:dr_bereket_yilma.jpg |[https://bekyilma.github.io/ Dr. Bereket Yilma]&lt;br /&gt;
Image:Jaakko peltonen 215x296.jpg|[http://users.ics.aalto.fi/jtpelto// Jaakko Peltonen]&lt;br /&gt;
Image:IMG_0611.JPG|[http://www.dcs.warwick.ac.uk/~acristea/ Alexandra I. Cristea]&lt;br /&gt;
Image:Sibel.jpg|[http://sibelsomyurek.com/ Sibel Somyürek]&lt;br /&gt;
Image:Susan_bull.png|[https://www.researchgate.net/profile/Susan_Bull2 Susan Bull]&lt;br /&gt;
Image:KatrienVerbert.jpg|[http://people.cs.kuleuven.be/~katrien.verbert/KatrienVerbert/Katrien_Verbert.html Katrien Verbert]&lt;br /&gt;
Image:Roman bednarik.png|[http://cs.uef.fi/~rbednari/ Roman Bednarik]&lt;br /&gt;
Image:TanjaMitrovic.jpg|[http://www.cosc.canterbury.ac.nz/tanja.mitrovic/ Tanja Mitrovic]&lt;br /&gt;
Image:Eva millan.gif|[http://www.lcc.uma.es/~eva/ Eva Millán Valldeperas]&lt;br /&gt;
Image:Julita vasilleva.gif|[http://www.cs.usask.ca/faculty/julita/ Julita Vassileva]&lt;br /&gt;
Image:NicolaHenze.gif|[http://www.kbs.uni-hannover.de/~henze/ Nicola Henze]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Scholars == &lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:Henrik.jpg | [https://www.uia.no/om-uia/ansatte/henrbr16/ Henrik Bradland]&lt;br /&gt;
Image:alice.jpg |[https://research-portal.uu.nl/en/persons/alice-micheli Alice Micheli] &amp;lt;br/&amp;gt; Utrecht University, Netherlands&lt;br /&gt;
Image:1648208030273.jpg | [https://www.linkedin.com/in/maxwellszymanski/ Maxwell Szymanski] &amp;lt;br/&amp;gt; KU Leuven, Belgium&lt;br /&gt;
Image:Francesco.jpeg | [https://www.ifi.uzh.ch/en/zest/team/francesco_sovrano.html Francesco Sovrano] &amp;lt;br/&amp;gt; Universita Degli Studi Bologna, Italy&lt;br /&gt;
Image:boet_hubert.jpg |[https://www.linkedin.com/in/hubertboet/ Hubert Boët] &amp;lt;br/&amp;gt; Université Sorbonne Paris Nord&lt;br /&gt;
Image:Laia_alb%C3%B3.png|[https://scholar.google.es/citations?user=G8XglngAAAAJ&amp;amp;hl=ca Laia Albó] &amp;lt;br/&amp;gt; Universitat Pompeu Fabra, Barcelona&lt;br /&gt;
Image:huhtamaki-jukka-300.jpg|[http://www.linkedin.com/in/jukkahuhtamaki Jukka Huhtamäki]&amp;lt;br/&amp;gt;University of Tampere, Finland&lt;br /&gt;
Image:CECILIA.jpeg|[https://www.linkedin.com/in/cecilia-di-sciascio/ Cecilia di Sciascio]&amp;lt;br/&amp;gt;Know Center, Graz, Austria&lt;br /&gt;
Image:Andrew.jpg|[https://www.researchgate.net/profile/Shuchen-Li Shuchen Li] &amp;lt;br/&amp;gt;Beijing University of Posts and Telecommunications&lt;br /&gt;
Image:Rafael.png|[https://rafaelrda.wordpress.com Rafael Dias Araújo]&amp;lt;br/&amp;gt;Assistant Professor&amp;lt;br/&amp;gt;Federal University of Uberlandia, Brazil&lt;br /&gt;
Image:Ayca cebi.jpg|[https://ktu.academia.edu/aycacebi Ayça ÇEBİ] &amp;lt;br/&amp;gt;Trabzon University&lt;br /&gt;
Image:File crop1 1183908 y 384.jpg|[https://people.aalto.fi/index.html?profilepage=isfor#!teemu_sirkia Teemu Sirkiä]&amp;lt;br/&amp;gt;Aalto University, Finland&lt;br /&gt;
Image:Chris_face.jpg|[https://www.christophtrattner.info/ Christof Trattner]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Bergen&lt;br /&gt;
Image:Michelle_liang.JPG|[https://www.linkedin.com/in/drmichelleliang/ Michelle Liang]&lt;br /&gt;
Image:Yetunde.JPG|[https://wit.edu/directory/yetunde-folajimi Yetunde Folajimi] &amp;lt;br/&amp;gt;Associate Professor&amp;lt;br/&amp;gt;Wentworth Institute of Technology&lt;br /&gt;
Image:Pkraker.jpg|[http://science20.wordpress.com Peter Kraker] &amp;lt;br/&amp;gt;Open Knowledge Maps&lt;br /&gt;
Image:Kim.jpg|Jaekyung Kim&lt;br /&gt;
Image:Jbravo.gif|[http://www.eps.uam.es/esp/personal/ficha.php?empid=367 Javier Bravo Agapito]&lt;br /&gt;
Image:MarkusKetterl1.jpg|[http://studip.serv.uni-osnabrueck.de/extern.php?username=mketterl&amp;amp;page_url=http://www.virtuos.uni-osnabrueck.de/VirtUOS/TemplStudipMitarbDetails&amp;amp;global_id=4c8fb9ddd4dde83366119b2031d39ab3 Markus Ketterl]&lt;br /&gt;
Image:Jillfreyne.jpg|[https://www.linkedin.com/in/jfreyne/ Jill Freyne]&amp;lt;br/&amp;gt;Deputy Chief Scientist&amp;lt;br/&amp;gt;CSIRO&lt;br /&gt;
Image:Robert.jpg|[https://bhh.hamburg.de/prof-dr-robert-mertens/ Robert Mertens] &amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;Berufliche Hochschule Hamburg&lt;br /&gt;
Image:Roman bednarik.png|[https://cs.joensuu.fi/~rbednari/ Roman Bednarik]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Eastern Finland&lt;br /&gt;
Image:Ewald ramp.jpg|[https://www.linkedin.com/in/ewaldramp/ Ewald W. A. Ramp]&amp;lt;br/&amp;gt;Strategic Systems &amp;amp; Technology Corporation&lt;br /&gt;
Image:Jacopo.jpg|[https://www.linkedin.com/in/jacopoarmani/ Jacopo Armani] &amp;lt;br/&amp;gt;Director/Producer &amp;lt;br/&amp;gt;Fireflies&lt;br /&gt;
Image:Liping_wang.jpg|Liping Wang&amp;lt;br/&amp;gt;JiLin University&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5048</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5048"/>
		<updated>2026-02-24T19:11:42Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Past Doctoral Students */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Faculty ==&lt;br /&gt;
&amp;lt;gallery&amp;gt;&lt;br /&gt;
Image:Peter.jpg|&#039;&#039;&#039;[[User:Peterb | Peter Brusilovsky]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Director&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:rully.jpeg|[https://ruhendrawan.com/ Rully Hendrawan]&amp;lt;br/&amp;gt; Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
&lt;br /&gt;
Image:moh70.jpg|[https://themhassany.github.io/ Mohammad Hassany]&lt;br /&gt;
&lt;br /&gt;
Image:arun.jpeg|[https://a2un.github.io/ Arun Lekshmi-Narayanan]&lt;br /&gt;
&lt;br /&gt;
Image:Quinn.jpg|[https://quinnkwolter.com/#page-top Quinn Wolter]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Incoming Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Marzieh.jpg|[https://www.linkedin.com/in/marzieh-alidadi/ Marzieh]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Jordan.jpeg|[http://pitt.edu/~jab464 Jordan Barria-Pineda]&amp;lt;br/&amp;gt;Assistant Professor, Universidad Diego Portales, Chile&lt;br /&gt;
Image:Rafaella.jpg|[https://www.linkedin.com/in/rafaella-sampaio-de-alencar/ Rafaella Sampaio de Alencar]&lt;br /&gt;
Image:Kamil.jpg|[http://pitt.edu/~kaa108 Kamil Akhuseyinoglu]&amp;lt;br/&amp;gt;PostDoc, Carnegie Mellon&lt;br /&gt;
Image:behnam.jpg|[http://pitt.edu/~ber58 Behnam Rahdari]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]], [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&amp;lt;br/&amp;gt; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker] &amp;lt;br/&amp;gt;Projects: [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&lt;br /&gt;
Image:Arezou.jpg|[https://www.linkedin.com/in/arezou-farzaneh/ Arezou Farzaneh]&amp;lt;br/&amp;gt; PAWS + [https://sites.pitt.edu/~mrfrank/resilientEconomy.html Resilient Economy Lab]&lt;br /&gt;
Image:Avatar.jpg|[http://pitt.edu/~hkc6 Hung Chau]&amp;lt;br /&amp;gt;Applied Scientist, Zillow&lt;br /&gt;
Image:zrisha.png|[https://zakrisha.com Zak Risha] &amp;lt;br /&amp;gt; PAWS + [https://facetlab.pitt.edu/ FACETLab]&lt;br /&gt;
Image:Tsai.jpg|[http://www.cht77.com/ Chun-Hua Tsai] &amp;lt;br/&amp;gt;Assistant Professor, College of Information Science and Technology, University of Nebraska at Omaha&lt;br /&gt;
Image:Roya.jpg|[[User:R.hosseini | Roya Hosseini]]  &amp;lt;br/&amp;gt;Senior Applied Scientist, Microsoft&lt;br /&gt;
Image:yunhuang.png|[http://columbus.exp.sis.pitt.edu/yunhuang/index.htm Yun Huang] &amp;lt;br/&amp;gt; Assistant professor, Universidad Austral de Chile&lt;br /&gt;
Image:Julio.jpg|[[User:Julio | Julio Daniel Guerra]]&amp;lt;br/&amp;gt;Projects: [[Mastery Grids Interface|Mastery Grids]] &amp;lt;br/&amp;gt; Professor of Computer Science, Universidad Austral de Chile&lt;br /&gt;
Image:xidao.jpg|[[User:Xidao| Xidao Wen]]&amp;lt;br/&amp;gt;PAWS + [https://picsolab.github.io/ PISCO Lab]  Postdoctoral Researcher, Tsinghua University&lt;br /&gt;
Image:Shaghayeghsahebi.jpg|[[User:Sherry | Shaghayegh Sahebi (Sherry)]] &amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, University at Albany - State University of New York&lt;br /&gt;
Image:Clau.JPG|[[User:Clau | Claudia López]] &amp;lt;br/&amp;gt;Associate Professor, Departamento de Informática, Universidad Técnica Federico Santa María, Chile&lt;br /&gt;
Image:Kong.png|[[User:Chirayu | Chirayu Wongchokprasitti]] &amp;lt;br/&amp;gt;Projects: [[CN3]], [[CoMeT]]&amp;lt;br/&amp;gt; Department of Biomedical Informatics, University of Pittsburgh&lt;br /&gt;
Image:Tomek.jpeg| [https://www.linkedin.com/in/tomekloboda/ Tomek Loboda]&amp;lt;br/&amp;gt;Projects: [[WADEIn]], [[Mastery Grids Interface|Mastery Grids]]&amp;lt;br/&amp;gt; Data Scientist&lt;br /&gt;
Image:jennifer.jpg|[[User:Jennifer | Jennifer (Yiling) Lin]]&amp;lt;br/&amp;gt;Associate Professor, Department of Information Management, National Sun Yat-Sen University.&lt;br /&gt;
Image:Denis_PAWS_blog.jpg|[[User:Dparra | Denis Parra]]&amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, School of Engineering, Pontificia Universidad Católica de Chile&lt;br /&gt;
Image:Sergey.jpg|[[User:Sergey | Sergey Sosnovsky]]&amp;lt;br&amp;gt;Associate Professor, Utrecht University, Netherlands&lt;br /&gt;
Image:Hsiao.jpg|[[User:Shoha99 | Sharon (I-Han) Hsiao]]&amp;lt;br/&amp;gt;Projects: [[AnnotEx]], [[QuizJET]], [[Progressor]], [[ProgressorPlus]]&amp;lt;br/&amp;gt;Assistant Professor and David Packard endowed junior fellow, Department of Computer Science and Engineering, Santa Clara University&lt;br /&gt;
Image:Danielle.gif|[[User:Suleehs | Danielle H. Lee]]&amp;lt;br/&amp;gt;Projects: [[Eventur]], [[Proactive]]&amp;lt;br/&amp;gt;Associate Professor, Management Information Systems, Chung-Ang University, Korea&lt;br /&gt;
Image:Michael_V_Yudelson.gif|&#039;&#039;&#039;[[User:Myudelson | Michael V. Yudelson]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Projects: [[Knowledge Tree]], [[CUMULATE]], [[PERSEUS]], [[NavEx]], [[CoPE]], [[WebEx]]&amp;lt;br/&amp;gt;Staff Data Scientist, Chegg&lt;br /&gt;
Image:jaewook-1.jpg|[[User:Jahn | Jae-wook Ahn]]&amp;lt;br/&amp;gt;Projects: [[ADVISE]], [[Adaptive VIBE]], [[YourNews]], [[TaskSieve]], [[NameSieve]]&amp;lt;br/&amp;gt;Research Staff Member, Distributed AI, IBM Research&lt;br /&gt;
Image:RostaFarzan.jpg|[[User:Rostaf | Rosta Farzan]]&amp;lt;br/&amp;gt;Professor, School of Computing and Information, University of Pittsburgh.&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Master Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:ZaraBlum.jpeg|[https://www.linkedin.com/in/zarajblum/ Zara Blum]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
Image:Gangeshwari_Rajavelu.png|[https://www.linkedin.com/in/gangeshwari-rajavelu-94991137/ Gangeshwari Rajavelu]&lt;br /&gt;
Image:ShrutiSabusuresh.jpeg|[https://www.linkedin.com/in/shrutisabusuresh/ Shruti Sabusuresh]&amp;lt;br/&amp;gt;Projects: [[Smart Content]]&lt;br /&gt;
Image:WeiJeng.jpeg|[https://homepage.ntu.edu.tw/~wjeng/ Wei Jeng]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:ShaopengZhang.jpeg|[https://www.linkedin.com/in/shaopengzhang/ Shaopeng Zhang]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:Gayathri.jpeg|[https://www.linkedin.com/in/gayathrikrishnamoorthy/ Gayathri Krishnamoorthy]&lt;br /&gt;
Image:Dhruba.jpeg|[https://www.linkedin.com/in/dbaishya/ Dhruba Baishya]&lt;br /&gt;
Image:VikKhenat.jpeg|[https://www.linkedin.com/in/vik-khenat/ Vik Khenat]&lt;br /&gt;
Image:Chavan_girish.jpeg|[https://www.linkedin.com/in/girishchavan Girish Chavan]&amp;lt;br/&amp;gt;CTO Astrata Inc&lt;br /&gt;
Image:Tibor Dumitriu.gif|[http://www.sis.pitt.edu/~dumitriu/ Tibor Dumitriu]&amp;lt;br/&amp;gt;Projects: [http://ir.exp.sis.pitt.edu/advise/ AdVisE]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Faculty ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:dr_bereket_yilma.jpg |[https://bekyilma.github.io/ Dr. Bereket Yilma]&lt;br /&gt;
Image:Jaakko peltonen 215x296.jpg|[http://users.ics.aalto.fi/jtpelto// Jaakko Peltonen]&lt;br /&gt;
Image:IMG_0611.JPG|[http://www.dcs.warwick.ac.uk/~acristea/ Alexandra I. Cristea]&lt;br /&gt;
Image:Sibel.jpg|[http://sibelsomyurek.com/ Sibel Somyürek]&lt;br /&gt;
Image:Susan_bull.png|[https://www.researchgate.net/profile/Susan_Bull2 Susan Bull]&lt;br /&gt;
Image:KatrienVerbert.jpg|[http://people.cs.kuleuven.be/~katrien.verbert/KatrienVerbert/Katrien_Verbert.html Katrien Verbert]&lt;br /&gt;
Image:Roman bednarik.png|[http://cs.uef.fi/~rbednari/ Roman Bednarik]&lt;br /&gt;
Image:TanjaMitrovic.jpg|[http://www.cosc.canterbury.ac.nz/tanja.mitrovic/ Tanja Mitrovic]&lt;br /&gt;
Image:Eva millan.gif|[http://www.lcc.uma.es/~eva/ Eva Millán Valldeperas]&lt;br /&gt;
Image:Julita vasilleva.gif|[http://www.cs.usask.ca/faculty/julita/ Julita Vassileva]&lt;br /&gt;
Image:NicolaHenze.gif|[http://www.kbs.uni-hannover.de/~henze/ Nicola Henze]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Scholars == &lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:Henrik.jpg | [https://www.uia.no/om-uia/ansatte/henrbr16/ Henrik Bradland]&lt;br /&gt;
Image:alice.jpg |[https://research-portal.uu.nl/en/persons/alice-micheli Alice Micheli] &amp;lt;br/&amp;gt; Utrecht University, Netherlands&lt;br /&gt;
Image:1648208030273.jpg | [https://www.linkedin.com/in/maxwellszymanski/ Maxwell Szymanski] &amp;lt;br/&amp;gt; KU Leuven, Belgium&lt;br /&gt;
Image:Francesco.jpeg | [https://www.ifi.uzh.ch/en/zest/team/francesco_sovrano.html Francesco Sovrano] &amp;lt;br/&amp;gt; Universita Degli Studi Bologna, Italy&lt;br /&gt;
Image:boet_hubert.jpg |[https://www.linkedin.com/in/hubertboet/ Hubert Boët] &amp;lt;br/&amp;gt; Université Sorbonne Paris Nord&lt;br /&gt;
Image:Laia_alb%C3%B3.png|[https://scholar.google.es/citations?user=G8XglngAAAAJ&amp;amp;hl=ca Laia Albó] &amp;lt;br/&amp;gt; Universitat Pompeu Fabra, Barcelona&lt;br /&gt;
Image:huhtamaki-jukka-300.jpg|[http://www.linkedin.com/in/jukkahuhtamaki Jukka Huhtamäki]&amp;lt;br/&amp;gt;University of Tampere, Finland&lt;br /&gt;
Image:CECILIA.jpeg|[https://www.linkedin.com/in/cecilia-di-sciascio/ Cecilia di Sciascio]&amp;lt;br/&amp;gt;Know Center, Graz, Austria&lt;br /&gt;
Image:Andrew.jpg|[https://www.researchgate.net/profile/Shuchen-Li Shuchen Li] &amp;lt;br/&amp;gt;Beijing University of Posts and Telecommunications&lt;br /&gt;
Image:Rafael.png|[https://rafaelrda.wordpress.com Rafael Dias Araújo]&amp;lt;br/&amp;gt;Assistant Professor&amp;lt;br/&amp;gt;Federal University of Uberlandia, Brazil&lt;br /&gt;
Image:Ayca cebi.jpg|[https://ktu.academia.edu/aycacebi Ayça ÇEBİ] &amp;lt;br/&amp;gt;Trabzon University&lt;br /&gt;
Image:File crop1 1183908 y 384.jpg|[https://people.aalto.fi/index.html?profilepage=isfor#!teemu_sirkia Teemu Sirkiä]&amp;lt;br/&amp;gt;Aalto University, Finland&lt;br /&gt;
Image:Chris_face.jpg|[https://www.christophtrattner.info/ Christof Trattner]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Bergen&lt;br /&gt;
Image:Michelle_liang.JPG|[https://www.linkedin.com/in/drmichelleliang/ Michelle Liang]&lt;br /&gt;
Image:Yetunde.JPG|[https://wit.edu/directory/yetunde-folajimi Yetunde Folajimi] &amp;lt;br/&amp;gt;Associate Professor&amp;lt;br/&amp;gt;Wentworth Institute of Technology&lt;br /&gt;
Image:Pkraker.jpg|[http://science20.wordpress.com Peter Kraker] &amp;lt;br/&amp;gt;Open Knowledge Maps&lt;br /&gt;
Image:Kim.jpg|Jaekyung Kim&lt;br /&gt;
Image:Jbravo.gif|[http://www.eps.uam.es/esp/personal/ficha.php?empid=367 Javier Bravo Agapito]&lt;br /&gt;
Image:MarkusKetterl1.jpg|[http://studip.serv.uni-osnabrueck.de/extern.php?username=mketterl&amp;amp;page_url=http://www.virtuos.uni-osnabrueck.de/VirtUOS/TemplStudipMitarbDetails&amp;amp;global_id=4c8fb9ddd4dde83366119b2031d39ab3 Markus Ketterl]&lt;br /&gt;
Image:Jillfreyne.jpg|[https://www.linkedin.com/in/jfreyne/ Jill Freyne]&amp;lt;br/&amp;gt;Deputy Chief Scientist&amp;lt;br/&amp;gt;CSIRO&lt;br /&gt;
Image:Robert.jpg|[https://bhh.hamburg.de/prof-dr-robert-mertens/ Robert Mertens] &amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;Berufliche Hochschule Hamburg&lt;br /&gt;
Image:Roman bednarik.png|[https://cs.joensuu.fi/~rbednari/ Roman Bednarik]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Eastern Finland&lt;br /&gt;
Image:Ewald ramp.jpg|[https://www.linkedin.com/in/ewaldramp/ Ewald W. A. Ramp]&amp;lt;br/&amp;gt;Strategic Systems &amp;amp; Technology Corporation&lt;br /&gt;
Image:Jacopo.jpg|[https://www.linkedin.com/in/jacopoarmani/ Jacopo Armani] &amp;lt;br/&amp;gt;Director/Producer &amp;lt;br/&amp;gt;Fireflies&lt;br /&gt;
Image:Liping_wang.jpg|Liping Wang&amp;lt;br/&amp;gt;JiLin University&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5047</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5047"/>
		<updated>2026-02-24T19:10:50Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Past Doctoral Students */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Faculty ==&lt;br /&gt;
&amp;lt;gallery&amp;gt;&lt;br /&gt;
Image:Peter.jpg|&#039;&#039;&#039;[[User:Peterb | Peter Brusilovsky]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Director&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:rully.jpeg|[https://ruhendrawan.com/ Rully Hendrawan]&amp;lt;br/&amp;gt; Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
&lt;br /&gt;
Image:moh70.jpg|[https://themhassany.github.io/ Mohammad Hassany]&lt;br /&gt;
&lt;br /&gt;
Image:arun.jpeg|[https://a2un.github.io/ Arun Lekshmi-Narayanan]&lt;br /&gt;
&lt;br /&gt;
Image:Quinn.jpg|[https://quinnkwolter.com/#page-top Quinn Wolter]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Incoming Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Marzieh.jpg|[https://www.linkedin.com/in/marzieh-alidadi/ Marzieh]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Jordan.jpeg|[http://pitt.edu/~jab464 Jordan Barria-Pineda]&amp;lt;br/&amp;gt;Assistant Professor, Universidad Diego Portales, Chile&lt;br /&gt;
Image:Rafaella.jpg|[https://www.linkedin.com/in/rafaella-sampaio-de-alencar/ Rafaella Sampaio de Alencar]&lt;br /&gt;
Image:Kamil.jpg|[http://pitt.edu/~kaa108 Kamil Akhuseyinoglu]&amp;lt;br/&amp;gt;PostDoc, Carnegie Mellon&lt;br /&gt;
Image:behnam.jpg|[http://pitt.edu/~ber58 Behnam Rahdari]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]], [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&amp;lt;br/&amp;gt; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker] &amp;lt;br/&amp;gt;Projects: [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&lt;br /&gt;
Image:Arezou.jpg|[https://www.linkedin.com/in/arezou-farzaneh/ Arezou Farzaneh] PAWS + [https://sites.pitt.edu/~mrfrank/resilientEconomy.html Resilient Economy Lab]&lt;br /&gt;
Image:Avatar.jpg|[http://pitt.edu/~hkc6 Hung Chau]&amp;lt;br /&amp;gt;Applied Scientist, Zillow&lt;br /&gt;
Image:zrisha.png|[https://zakrisha.com Zak Risha] &amp;lt;br /&amp;gt; PAWS + [https://facetlab.pitt.edu/ FACETLab]&lt;br /&gt;
Image:Tsai.jpg|[http://www.cht77.com/ Chun-Hua Tsai] &amp;lt;br/&amp;gt;Assistant Professor, College of Information Science and Technology, University of Nebraska at Omaha&lt;br /&gt;
Image:Roya.jpg|[[User:R.hosseini | Roya Hosseini]]  &amp;lt;br/&amp;gt;Senior Applied Scientist, Microsoft&lt;br /&gt;
Image:yunhuang.png|[http://columbus.exp.sis.pitt.edu/yunhuang/index.htm Yun Huang] &amp;lt;br/&amp;gt; Assistant professor, Universidad Austral de Chile&lt;br /&gt;
Image:Julio.jpg|[[User:Julio | Julio Daniel Guerra]]&amp;lt;br/&amp;gt;Projects: [[Mastery Grids Interface|Mastery Grids]] &amp;lt;br/&amp;gt; Professor of Computer Science, Universidad Austral de Chile&lt;br /&gt;
Image:xidao.jpg|[[User:Xidao| Xidao Wen]]&amp;lt;br/&amp;gt;PAWS + [https://picsolab.github.io/ PISCO Lab]  Postdoctoral Researcher, Tsinghua University&lt;br /&gt;
Image:Shaghayeghsahebi.jpg|[[User:Sherry | Shaghayegh Sahebi (Sherry)]] &amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, University at Albany - State University of New York&lt;br /&gt;
Image:Clau.JPG|[[User:Clau | Claudia López]] &amp;lt;br/&amp;gt;Associate Professor, Departamento de Informática, Universidad Técnica Federico Santa María, Chile&lt;br /&gt;
Image:Kong.png|[[User:Chirayu | Chirayu Wongchokprasitti]] &amp;lt;br/&amp;gt;Projects: [[CN3]], [[CoMeT]]&amp;lt;br/&amp;gt; Department of Biomedical Informatics, University of Pittsburgh&lt;br /&gt;
Image:Tomek.jpeg| [https://www.linkedin.com/in/tomekloboda/ Tomek Loboda]&amp;lt;br/&amp;gt;Projects: [[WADEIn]], [[Mastery Grids Interface|Mastery Grids]]&amp;lt;br/&amp;gt; Data Scientist&lt;br /&gt;
Image:jennifer.jpg|[[User:Jennifer | Jennifer (Yiling) Lin]]&amp;lt;br/&amp;gt;Associate Professor, Department of Information Management, National Sun Yat-Sen University.&lt;br /&gt;
Image:Denis_PAWS_blog.jpg|[[User:Dparra | Denis Parra]]&amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, School of Engineering, Pontificia Universidad Católica de Chile&lt;br /&gt;
Image:Sergey.jpg|[[User:Sergey | Sergey Sosnovsky]]&amp;lt;br&amp;gt;Associate Professor, Utrecht University, Netherlands&lt;br /&gt;
Image:Hsiao.jpg|[[User:Shoha99 | Sharon (I-Han) Hsiao]]&amp;lt;br/&amp;gt;Projects: [[AnnotEx]], [[QuizJET]], [[Progressor]], [[ProgressorPlus]]&amp;lt;br/&amp;gt;Assistant Professor and David Packard endowed junior fellow, Department of Computer Science and Engineering, Santa Clara University&lt;br /&gt;
Image:Danielle.gif|[[User:Suleehs | Danielle H. Lee]]&amp;lt;br/&amp;gt;Projects: [[Eventur]], [[Proactive]]&amp;lt;br/&amp;gt;Associate Professor, Management Information Systems, Chung-Ang University, Korea&lt;br /&gt;
Image:Michael_V_Yudelson.gif|&#039;&#039;&#039;[[User:Myudelson | Michael V. Yudelson]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Projects: [[Knowledge Tree]], [[CUMULATE]], [[PERSEUS]], [[NavEx]], [[CoPE]], [[WebEx]]&amp;lt;br/&amp;gt;Staff Data Scientist, Chegg&lt;br /&gt;
Image:jaewook-1.jpg|[[User:Jahn | Jae-wook Ahn]]&amp;lt;br/&amp;gt;Projects: [[ADVISE]], [[Adaptive VIBE]], [[YourNews]], [[TaskSieve]], [[NameSieve]]&amp;lt;br/&amp;gt;Research Staff Member, Distributed AI, IBM Research&lt;br /&gt;
Image:RostaFarzan.jpg|[[User:Rostaf | Rosta Farzan]]&amp;lt;br/&amp;gt;Professor, School of Computing and Information, University of Pittsburgh.&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Master Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:ZaraBlum.jpeg|[https://www.linkedin.com/in/zarajblum/ Zara Blum]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
Image:Gangeshwari_Rajavelu.png|[https://www.linkedin.com/in/gangeshwari-rajavelu-94991137/ Gangeshwari Rajavelu]&lt;br /&gt;
Image:ShrutiSabusuresh.jpeg|[https://www.linkedin.com/in/shrutisabusuresh/ Shruti Sabusuresh]&amp;lt;br/&amp;gt;Projects: [[Smart Content]]&lt;br /&gt;
Image:WeiJeng.jpeg|[https://homepage.ntu.edu.tw/~wjeng/ Wei Jeng]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:ShaopengZhang.jpeg|[https://www.linkedin.com/in/shaopengzhang/ Shaopeng Zhang]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:Gayathri.jpeg|[https://www.linkedin.com/in/gayathrikrishnamoorthy/ Gayathri Krishnamoorthy]&lt;br /&gt;
Image:Dhruba.jpeg|[https://www.linkedin.com/in/dbaishya/ Dhruba Baishya]&lt;br /&gt;
Image:VikKhenat.jpeg|[https://www.linkedin.com/in/vik-khenat/ Vik Khenat]&lt;br /&gt;
Image:Chavan_girish.jpeg|[https://www.linkedin.com/in/girishchavan Girish Chavan]&amp;lt;br/&amp;gt;CTO Astrata Inc&lt;br /&gt;
Image:Tibor Dumitriu.gif|[http://www.sis.pitt.edu/~dumitriu/ Tibor Dumitriu]&amp;lt;br/&amp;gt;Projects: [http://ir.exp.sis.pitt.edu/advise/ AdVisE]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Faculty ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:dr_bereket_yilma.jpg |[https://bekyilma.github.io/ Dr. Bereket Yilma]&lt;br /&gt;
Image:Jaakko peltonen 215x296.jpg|[http://users.ics.aalto.fi/jtpelto// Jaakko Peltonen]&lt;br /&gt;
Image:IMG_0611.JPG|[http://www.dcs.warwick.ac.uk/~acristea/ Alexandra I. Cristea]&lt;br /&gt;
Image:Sibel.jpg|[http://sibelsomyurek.com/ Sibel Somyürek]&lt;br /&gt;
Image:Susan_bull.png|[https://www.researchgate.net/profile/Susan_Bull2 Susan Bull]&lt;br /&gt;
Image:KatrienVerbert.jpg|[http://people.cs.kuleuven.be/~katrien.verbert/KatrienVerbert/Katrien_Verbert.html Katrien Verbert]&lt;br /&gt;
Image:Roman bednarik.png|[http://cs.uef.fi/~rbednari/ Roman Bednarik]&lt;br /&gt;
Image:TanjaMitrovic.jpg|[http://www.cosc.canterbury.ac.nz/tanja.mitrovic/ Tanja Mitrovic]&lt;br /&gt;
Image:Eva millan.gif|[http://www.lcc.uma.es/~eva/ Eva Millán Valldeperas]&lt;br /&gt;
Image:Julita vasilleva.gif|[http://www.cs.usask.ca/faculty/julita/ Julita Vassileva]&lt;br /&gt;
Image:NicolaHenze.gif|[http://www.kbs.uni-hannover.de/~henze/ Nicola Henze]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Scholars == &lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:Henrik.jpg | [https://www.uia.no/om-uia/ansatte/henrbr16/ Henrik Bradland]&lt;br /&gt;
Image:alice.jpg |[https://research-portal.uu.nl/en/persons/alice-micheli Alice Micheli] &amp;lt;br/&amp;gt; Utrecht University, Netherlands&lt;br /&gt;
Image:1648208030273.jpg | [https://www.linkedin.com/in/maxwellszymanski/ Maxwell Szymanski] &amp;lt;br/&amp;gt; KU Leuven, Belgium&lt;br /&gt;
Image:Francesco.jpeg | [https://www.ifi.uzh.ch/en/zest/team/francesco_sovrano.html Francesco Sovrano] &amp;lt;br/&amp;gt; Universita Degli Studi Bologna, Italy&lt;br /&gt;
Image:boet_hubert.jpg |[https://www.linkedin.com/in/hubertboet/ Hubert Boët] &amp;lt;br/&amp;gt; Université Sorbonne Paris Nord&lt;br /&gt;
Image:Laia_alb%C3%B3.png|[https://scholar.google.es/citations?user=G8XglngAAAAJ&amp;amp;hl=ca Laia Albó] &amp;lt;br/&amp;gt; Universitat Pompeu Fabra, Barcelona&lt;br /&gt;
Image:huhtamaki-jukka-300.jpg|[http://www.linkedin.com/in/jukkahuhtamaki Jukka Huhtamäki]&amp;lt;br/&amp;gt;University of Tampere, Finland&lt;br /&gt;
Image:CECILIA.jpeg|[https://www.linkedin.com/in/cecilia-di-sciascio/ Cecilia di Sciascio]&amp;lt;br/&amp;gt;Know Center, Graz, Austria&lt;br /&gt;
Image:Andrew.jpg|[https://www.researchgate.net/profile/Shuchen-Li Shuchen Li] &amp;lt;br/&amp;gt;Beijing University of Posts and Telecommunications&lt;br /&gt;
Image:Rafael.png|[https://rafaelrda.wordpress.com Rafael Dias Araújo]&amp;lt;br/&amp;gt;Assistant Professor&amp;lt;br/&amp;gt;Federal University of Uberlandia, Brazil&lt;br /&gt;
Image:Ayca cebi.jpg|[https://ktu.academia.edu/aycacebi Ayça ÇEBİ] &amp;lt;br/&amp;gt;Trabzon University&lt;br /&gt;
Image:File crop1 1183908 y 384.jpg|[https://people.aalto.fi/index.html?profilepage=isfor#!teemu_sirkia Teemu Sirkiä]&amp;lt;br/&amp;gt;Aalto University, Finland&lt;br /&gt;
Image:Chris_face.jpg|[https://www.christophtrattner.info/ Christof Trattner]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Bergen&lt;br /&gt;
Image:Michelle_liang.JPG|[https://www.linkedin.com/in/drmichelleliang/ Michelle Liang]&lt;br /&gt;
Image:Yetunde.JPG|[https://wit.edu/directory/yetunde-folajimi Yetunde Folajimi] &amp;lt;br/&amp;gt;Associate Professor&amp;lt;br/&amp;gt;Wentworth Institute of Technology&lt;br /&gt;
Image:Pkraker.jpg|[http://science20.wordpress.com Peter Kraker] &amp;lt;br/&amp;gt;Open Knowledge Maps&lt;br /&gt;
Image:Kim.jpg|Jaekyung Kim&lt;br /&gt;
Image:Jbravo.gif|[http://www.eps.uam.es/esp/personal/ficha.php?empid=367 Javier Bravo Agapito]&lt;br /&gt;
Image:MarkusKetterl1.jpg|[http://studip.serv.uni-osnabrueck.de/extern.php?username=mketterl&amp;amp;page_url=http://www.virtuos.uni-osnabrueck.de/VirtUOS/TemplStudipMitarbDetails&amp;amp;global_id=4c8fb9ddd4dde83366119b2031d39ab3 Markus Ketterl]&lt;br /&gt;
Image:Jillfreyne.jpg|[https://www.linkedin.com/in/jfreyne/ Jill Freyne]&amp;lt;br/&amp;gt;Deputy Chief Scientist&amp;lt;br/&amp;gt;CSIRO&lt;br /&gt;
Image:Robert.jpg|[https://bhh.hamburg.de/prof-dr-robert-mertens/ Robert Mertens] &amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;Berufliche Hochschule Hamburg&lt;br /&gt;
Image:Roman bednarik.png|[https://cs.joensuu.fi/~rbednari/ Roman Bednarik]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Eastern Finland&lt;br /&gt;
Image:Ewald ramp.jpg|[https://www.linkedin.com/in/ewaldramp/ Ewald W. A. Ramp]&amp;lt;br/&amp;gt;Strategic Systems &amp;amp; Technology Corporation&lt;br /&gt;
Image:Jacopo.jpg|[https://www.linkedin.com/in/jacopoarmani/ Jacopo Armani] &amp;lt;br/&amp;gt;Director/Producer &amp;lt;br/&amp;gt;Fireflies&lt;br /&gt;
Image:Liping_wang.jpg|Liping Wang&amp;lt;br/&amp;gt;JiLin University&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5046</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5046"/>
		<updated>2026-02-24T19:05:58Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Past Doctoral Students */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Faculty ==&lt;br /&gt;
&amp;lt;gallery&amp;gt;&lt;br /&gt;
Image:Peter.jpg|&#039;&#039;&#039;[[User:Peterb | Peter Brusilovsky]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Director&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:rully.jpeg|[https://ruhendrawan.com/ Rully Hendrawan]&amp;lt;br/&amp;gt; Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
&lt;br /&gt;
Image:moh70.jpg|[https://themhassany.github.io/ Mohammad Hassany]&lt;br /&gt;
&lt;br /&gt;
Image:arun.jpeg|[https://a2un.github.io/ Arun Lekshmi-Narayanan]&lt;br /&gt;
&lt;br /&gt;
Image:Quinn.jpg|[https://quinnkwolter.com/#page-top Quinn Wolter]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Incoming Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Marzieh.jpg|[https://www.linkedin.com/in/marzieh-alidadi/ Marzieh]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Jordan.jpeg|[http://pitt.edu/~jab464 Jordan Barria-Pineda]&amp;lt;br/&amp;gt;Assistant Professor, Universidad Diego Portales, Chile&lt;br /&gt;
Image:Rafaella.jpg|[https://www.linkedin.com/in/rafaella-sampaio-de-alencar/ Rafaella Sampaio de Alencar]&lt;br /&gt;
Image:Kamil.jpg|[http://pitt.edu/~kaa108 Kamil Akhuseyinoglu]&amp;lt;br/&amp;gt;PostDoc, Carnegie Mellon&lt;br /&gt;
Image:behnam.jpg|[http://pitt.edu/~ber58 Behnam Rahdari]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]], [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&amp;lt;br/&amp;gt; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker] &amp;lt;br/&amp;gt;Projects: [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&lt;br /&gt;
Image:Arezou.jpg|[https://www.linkedin.com/in/arezou-farzaneh/ Arezou Farzaneh]&lt;br /&gt;
Image:Avatar.jpg|[http://pitt.edu/~hkc6 Hung Chau]&amp;lt;br /&amp;gt;Applied Scientist, Zillow&lt;br /&gt;
Image:zrisha.png|[https://zakrisha.com Zak Risha] &amp;lt;br /&amp;gt; PAWS + [https://facetlab.pitt.edu/ FACETLab]&lt;br /&gt;
Image:Tsai.jpg|[http://www.cht77.com/ Chun-Hua Tsai] &amp;lt;br/&amp;gt;Assistant Professor, College of Information Science and Technology, University of Nebraska at Omaha&lt;br /&gt;
Image:Roya.jpg|[[User:R.hosseini | Roya Hosseini]]  &amp;lt;br/&amp;gt;Senior Applied Scientist, Microsoft&lt;br /&gt;
Image:yunhuang.png|[http://columbus.exp.sis.pitt.edu/yunhuang/index.htm Yun Huang] &amp;lt;br/&amp;gt; Assistant professor, Universidad Austral de Chile&lt;br /&gt;
Image:Julio.jpg|[[User:Julio | Julio Daniel Guerra]]&amp;lt;br/&amp;gt;Projects: [[Mastery Grids Interface|Mastery Grids]] &amp;lt;br/&amp;gt; Professor of Computer Science, Universidad Austral de Chile&lt;br /&gt;
Image:xidao.jpg|[[User:Xidao| Xidao Wen]]&amp;lt;br/&amp;gt;PAWS + [https://picsolab.github.io/ PISCO Lab]  Postdoctoral Researcher, Tsinghua University&lt;br /&gt;
Image:Shaghayeghsahebi.jpg|[[User:Sherry | Shaghayegh Sahebi (Sherry)]] &amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, University at Albany - State University of New York&lt;br /&gt;
Image:Clau.JPG|[[User:Clau | Claudia López]] &amp;lt;br/&amp;gt;Associate Professor, Departamento de Informática, Universidad Técnica Federico Santa María, Chile&lt;br /&gt;
Image:Kong.png|[[User:Chirayu | Chirayu Wongchokprasitti]] &amp;lt;br/&amp;gt;Projects: [[CN3]], [[CoMeT]]&amp;lt;br/&amp;gt; Department of Biomedical Informatics, University of Pittsburgh&lt;br /&gt;
Image:Tomek.jpeg| [https://www.linkedin.com/in/tomekloboda/ Tomek Loboda]&amp;lt;br/&amp;gt;Projects: [[WADEIn]], [[Mastery Grids Interface|Mastery Grids]]&amp;lt;br/&amp;gt; Data Scientist&lt;br /&gt;
Image:jennifer.jpg|[[User:Jennifer | Jennifer (Yiling) Lin]]&amp;lt;br/&amp;gt;Associate Professor, Department of Information Management, National Sun Yat-Sen University.&lt;br /&gt;
Image:Denis_PAWS_blog.jpg|[[User:Dparra | Denis Parra]]&amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, School of Engineering, Pontificia Universidad Católica de Chile&lt;br /&gt;
Image:Sergey.jpg|[[User:Sergey | Sergey Sosnovsky]]&amp;lt;br&amp;gt;Associate Professor, Utrecht University, Netherlands&lt;br /&gt;
Image:Hsiao.jpg|[[User:Shoha99 | Sharon (I-Han) Hsiao]]&amp;lt;br/&amp;gt;Projects: [[AnnotEx]], [[QuizJET]], [[Progressor]], [[ProgressorPlus]]&amp;lt;br/&amp;gt;Assistant Professor and David Packard endowed junior fellow, Department of Computer Science and Engineering, Santa Clara University&lt;br /&gt;
Image:Danielle.gif|[[User:Suleehs | Danielle H. Lee]]&amp;lt;br/&amp;gt;Projects: [[Eventur]], [[Proactive]]&amp;lt;br/&amp;gt;Associate Professor, Management Information Systems, Chung-Ang University, Korea&lt;br /&gt;
Image:Michael_V_Yudelson.gif|&#039;&#039;&#039;[[User:Myudelson | Michael V. Yudelson]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Projects: [[Knowledge Tree]], [[CUMULATE]], [[PERSEUS]], [[NavEx]], [[CoPE]], [[WebEx]]&amp;lt;br/&amp;gt;Staff Data Scientist, Chegg&lt;br /&gt;
Image:jaewook-1.jpg|[[User:Jahn | Jae-wook Ahn]]&amp;lt;br/&amp;gt;Projects: [[ADVISE]], [[Adaptive VIBE]], [[YourNews]], [[TaskSieve]], [[NameSieve]]&amp;lt;br/&amp;gt;Research Staff Member, Distributed AI, IBM Research&lt;br /&gt;
Image:RostaFarzan.jpg|[[User:Rostaf | Rosta Farzan]]&amp;lt;br/&amp;gt;Professor, School of Computing and Information, University of Pittsburgh.&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Master Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:ZaraBlum.jpeg|[https://www.linkedin.com/in/zarajblum/ Zara Blum]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
Image:Gangeshwari_Rajavelu.png|[https://www.linkedin.com/in/gangeshwari-rajavelu-94991137/ Gangeshwari Rajavelu]&lt;br /&gt;
Image:ShrutiSabusuresh.jpeg|[https://www.linkedin.com/in/shrutisabusuresh/ Shruti Sabusuresh]&amp;lt;br/&amp;gt;Projects: [[Smart Content]]&lt;br /&gt;
Image:WeiJeng.jpeg|[https://homepage.ntu.edu.tw/~wjeng/ Wei Jeng]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:ShaopengZhang.jpeg|[https://www.linkedin.com/in/shaopengzhang/ Shaopeng Zhang]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:Gayathri.jpeg|[https://www.linkedin.com/in/gayathrikrishnamoorthy/ Gayathri Krishnamoorthy]&lt;br /&gt;
Image:Dhruba.jpeg|[https://www.linkedin.com/in/dbaishya/ Dhruba Baishya]&lt;br /&gt;
Image:VikKhenat.jpeg|[https://www.linkedin.com/in/vik-khenat/ Vik Khenat]&lt;br /&gt;
Image:Chavan_girish.jpeg|[https://www.linkedin.com/in/girishchavan Girish Chavan]&amp;lt;br/&amp;gt;CTO Astrata Inc&lt;br /&gt;
Image:Tibor Dumitriu.gif|[http://www.sis.pitt.edu/~dumitriu/ Tibor Dumitriu]&amp;lt;br/&amp;gt;Projects: [http://ir.exp.sis.pitt.edu/advise/ AdVisE]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Faculty ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:dr_bereket_yilma.jpg |[https://bekyilma.github.io/ Dr. Bereket Yilma]&lt;br /&gt;
Image:Jaakko peltonen 215x296.jpg|[http://users.ics.aalto.fi/jtpelto// Jaakko Peltonen]&lt;br /&gt;
Image:IMG_0611.JPG|[http://www.dcs.warwick.ac.uk/~acristea/ Alexandra I. Cristea]&lt;br /&gt;
Image:Sibel.jpg|[http://sibelsomyurek.com/ Sibel Somyürek]&lt;br /&gt;
Image:Susan_bull.png|[https://www.researchgate.net/profile/Susan_Bull2 Susan Bull]&lt;br /&gt;
Image:KatrienVerbert.jpg|[http://people.cs.kuleuven.be/~katrien.verbert/KatrienVerbert/Katrien_Verbert.html Katrien Verbert]&lt;br /&gt;
Image:Roman bednarik.png|[http://cs.uef.fi/~rbednari/ Roman Bednarik]&lt;br /&gt;
Image:TanjaMitrovic.jpg|[http://www.cosc.canterbury.ac.nz/tanja.mitrovic/ Tanja Mitrovic]&lt;br /&gt;
Image:Eva millan.gif|[http://www.lcc.uma.es/~eva/ Eva Millán Valldeperas]&lt;br /&gt;
Image:Julita vasilleva.gif|[http://www.cs.usask.ca/faculty/julita/ Julita Vassileva]&lt;br /&gt;
Image:NicolaHenze.gif|[http://www.kbs.uni-hannover.de/~henze/ Nicola Henze]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Scholars == &lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:Henrik.jpg | [https://www.uia.no/om-uia/ansatte/henrbr16/ Henrik Bradland]&lt;br /&gt;
Image:alice.jpg |[https://research-portal.uu.nl/en/persons/alice-micheli Alice Micheli] &amp;lt;br/&amp;gt; Utrecht University, Netherlands&lt;br /&gt;
Image:1648208030273.jpg | [https://www.linkedin.com/in/maxwellszymanski/ Maxwell Szymanski] &amp;lt;br/&amp;gt; KU Leuven, Belgium&lt;br /&gt;
Image:Francesco.jpeg | [https://www.ifi.uzh.ch/en/zest/team/francesco_sovrano.html Francesco Sovrano] &amp;lt;br/&amp;gt; Universita Degli Studi Bologna, Italy&lt;br /&gt;
Image:boet_hubert.jpg |[https://www.linkedin.com/in/hubertboet/ Hubert Boët] &amp;lt;br/&amp;gt; Université Sorbonne Paris Nord&lt;br /&gt;
Image:Laia_alb%C3%B3.png|[https://scholar.google.es/citations?user=G8XglngAAAAJ&amp;amp;hl=ca Laia Albó] &amp;lt;br/&amp;gt; Universitat Pompeu Fabra, Barcelona&lt;br /&gt;
Image:huhtamaki-jukka-300.jpg|[http://www.linkedin.com/in/jukkahuhtamaki Jukka Huhtamäki]&amp;lt;br/&amp;gt;University of Tampere, Finland&lt;br /&gt;
Image:CECILIA.jpeg|[https://www.linkedin.com/in/cecilia-di-sciascio/ Cecilia di Sciascio]&amp;lt;br/&amp;gt;Know Center, Graz, Austria&lt;br /&gt;
Image:Andrew.jpg|[https://www.researchgate.net/profile/Shuchen-Li Shuchen Li] &amp;lt;br/&amp;gt;Beijing University of Posts and Telecommunications&lt;br /&gt;
Image:Rafael.png|[https://rafaelrda.wordpress.com Rafael Dias Araújo]&amp;lt;br/&amp;gt;Assistant Professor&amp;lt;br/&amp;gt;Federal University of Uberlandia, Brazil&lt;br /&gt;
Image:Ayca cebi.jpg|[https://ktu.academia.edu/aycacebi Ayça ÇEBİ] &amp;lt;br/&amp;gt;Trabzon University&lt;br /&gt;
Image:File crop1 1183908 y 384.jpg|[https://people.aalto.fi/index.html?profilepage=isfor#!teemu_sirkia Teemu Sirkiä]&amp;lt;br/&amp;gt;Aalto University, Finland&lt;br /&gt;
Image:Chris_face.jpg|[https://www.christophtrattner.info/ Christof Trattner]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Bergen&lt;br /&gt;
Image:Michelle_liang.JPG|[https://www.linkedin.com/in/drmichelleliang/ Michelle Liang]&lt;br /&gt;
Image:Yetunde.JPG|[https://wit.edu/directory/yetunde-folajimi Yetunde Folajimi] &amp;lt;br/&amp;gt;Associate Professor&amp;lt;br/&amp;gt;Wentworth Institute of Technology&lt;br /&gt;
Image:Pkraker.jpg|[http://science20.wordpress.com Peter Kraker] &amp;lt;br/&amp;gt;Open Knowledge Maps&lt;br /&gt;
Image:Kim.jpg|Jaekyung Kim&lt;br /&gt;
Image:Jbravo.gif|[http://www.eps.uam.es/esp/personal/ficha.php?empid=367 Javier Bravo Agapito]&lt;br /&gt;
Image:MarkusKetterl1.jpg|[http://studip.serv.uni-osnabrueck.de/extern.php?username=mketterl&amp;amp;page_url=http://www.virtuos.uni-osnabrueck.de/VirtUOS/TemplStudipMitarbDetails&amp;amp;global_id=4c8fb9ddd4dde83366119b2031d39ab3 Markus Ketterl]&lt;br /&gt;
Image:Jillfreyne.jpg|[https://www.linkedin.com/in/jfreyne/ Jill Freyne]&amp;lt;br/&amp;gt;Deputy Chief Scientist&amp;lt;br/&amp;gt;CSIRO&lt;br /&gt;
Image:Robert.jpg|[https://bhh.hamburg.de/prof-dr-robert-mertens/ Robert Mertens] &amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;Berufliche Hochschule Hamburg&lt;br /&gt;
Image:Roman bednarik.png|[https://cs.joensuu.fi/~rbednari/ Roman Bednarik]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Eastern Finland&lt;br /&gt;
Image:Ewald ramp.jpg|[https://www.linkedin.com/in/ewaldramp/ Ewald W. A. Ramp]&amp;lt;br/&amp;gt;Strategic Systems &amp;amp; Technology Corporation&lt;br /&gt;
Image:Jacopo.jpg|[https://www.linkedin.com/in/jacopoarmani/ Jacopo Armani] &amp;lt;br/&amp;gt;Director/Producer &amp;lt;br/&amp;gt;Fireflies&lt;br /&gt;
Image:Liping_wang.jpg|Liping Wang&amp;lt;br/&amp;gt;JiLin University&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5045</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5045"/>
		<updated>2026-02-24T19:04:47Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Past Doctoral Students */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Faculty ==&lt;br /&gt;
&amp;lt;gallery&amp;gt;&lt;br /&gt;
Image:Peter.jpg|&#039;&#039;&#039;[[User:Peterb | Peter Brusilovsky]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Director&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:rully.jpeg|[https://ruhendrawan.com/ Rully Hendrawan]&amp;lt;br/&amp;gt; Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
&lt;br /&gt;
Image:moh70.jpg|[https://themhassany.github.io/ Mohammad Hassany]&lt;br /&gt;
&lt;br /&gt;
Image:arun.jpeg|[https://a2un.github.io/ Arun Lekshmi-Narayanan]&lt;br /&gt;
&lt;br /&gt;
Image:Quinn.jpg|[https://quinnkwolter.com/#page-top Quinn Wolter]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Incoming Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Marzieh.jpg|[https://www.linkedin.com/in/marzieh-alidadi/ Marzieh]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Jordan.jpeg|[http://pitt.edu/~jab464 Jordan Barria-Pineda]&amp;lt;br/&amp;gt;Assistant Professor, Universidad Diego Portales, Chile&lt;br /&gt;
Image:Rafaella.jpg|[https://www.linkedin.com/in/rafaella-sampaio-de-alencar/ Rafaella Sampaio de Alencar]&lt;br /&gt;
Image:Kamil.jpg|[http://pitt.edu/~kaa108 Kamil Akhuseyinoglu]&amp;lt;br/&amp;gt;PostDoc, Carnegie Mellon&lt;br /&gt;
Image:behnam.jpg|[http://pitt.edu/~ber58 Behnam Rahdari]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]], [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&amp;lt;br/&amp;gt; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker] &amp;lt;br/&amp;gt;Projects: [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&lt;br /&gt;
Image:Arezou.jpg|[https://www.linkedin.com/in/arezou-farzaneh/ Arezou Farzaneh]&lt;br /&gt;
Image:Avatar.jpg|[http://pitt.edu/~hkc6 Hung Chau]&amp;lt;br /&amp;gt;Applied Scientist, Zillow&lt;br /&gt;
Image:zrisha.png|[https://zakrisha.com Zak Risha] &amp;lt;br /&amp;gt; [https://facetlab.pitt.edu/ FACETLab]&lt;br /&gt;
Image:Tsai.jpg|[http://www.cht77.com/ Chun-Hua Tsai] &amp;lt;br/&amp;gt;Assistant Professor, College of Information Science and Technology, University of Nebraska at Omaha&lt;br /&gt;
Image:Roya.jpg|[[User:R.hosseini | Roya Hosseini]]  &amp;lt;br/&amp;gt;Senior Applied Scientist, Microsoft&lt;br /&gt;
Image:yunhuang.png|[http://columbus.exp.sis.pitt.edu/yunhuang/index.htm Yun Huang] &amp;lt;br/&amp;gt; Assistant professor, Universidad Austral de Chile&lt;br /&gt;
Image:Julio.jpg|[[User:Julio | Julio Daniel Guerra]]&amp;lt;br/&amp;gt;Projects: [[Mastery Grids Interface|Mastery Grids]] &amp;lt;br/&amp;gt; Professor of Computer Science, Universidad Austral de Chile&lt;br /&gt;
Image:xidao.jpg|[[User:Xidao| Xidao Wen]]&amp;lt;br/&amp;gt;PAWS + [https://picsolab.github.io/ PISCO Lab]  Postdoctoral Researcher, Tsinghua University&lt;br /&gt;
Image:Shaghayeghsahebi.jpg|[[User:Sherry | Shaghayegh Sahebi (Sherry)]] &amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, University at Albany - State University of New York&lt;br /&gt;
Image:Clau.JPG|[[User:Clau | Claudia López]] &amp;lt;br/&amp;gt;Associate Professor, Departamento de Informática, Universidad Técnica Federico Santa María, Chile&lt;br /&gt;
Image:Kong.png|[[User:Chirayu | Chirayu Wongchokprasitti]] &amp;lt;br/&amp;gt;Projects: [[CN3]], [[CoMeT]]&amp;lt;br/&amp;gt; Department of Biomedical Informatics, University of Pittsburgh&lt;br /&gt;
Image:Tomek.jpeg| [https://www.linkedin.com/in/tomekloboda/ Tomek Loboda]&amp;lt;br/&amp;gt;Projects: [[WADEIn]], [[Mastery Grids Interface|Mastery Grids]]&amp;lt;br/&amp;gt; Data Scientist&lt;br /&gt;
Image:jennifer.jpg|[[User:Jennifer | Jennifer (Yiling) Lin]]&amp;lt;br/&amp;gt;Associate Professor, Department of Information Management, National Sun Yat-Sen University.&lt;br /&gt;
Image:Denis_PAWS_blog.jpg|[[User:Dparra | Denis Parra]]&amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, School of Engineering, Pontificia Universidad Católica de Chile&lt;br /&gt;
Image:Sergey.jpg|[[User:Sergey | Sergey Sosnovsky]]&amp;lt;br&amp;gt;Associate Professor, Utrecht University, Netherlands&lt;br /&gt;
Image:Hsiao.jpg|[[User:Shoha99 | Sharon (I-Han) Hsiao]]&amp;lt;br/&amp;gt;Projects: [[AnnotEx]], [[QuizJET]], [[Progressor]], [[ProgressorPlus]]&amp;lt;br/&amp;gt;Assistant Professor and David Packard endowed junior fellow, Department of Computer Science and Engineering, Santa Clara University&lt;br /&gt;
Image:Danielle.gif|[[User:Suleehs | Danielle H. Lee]]&amp;lt;br/&amp;gt;Projects: [[Eventur]], [[Proactive]]&amp;lt;br/&amp;gt;Associate Professor, Management Information Systems, Chung-Ang University, Korea&lt;br /&gt;
Image:Michael_V_Yudelson.gif|&#039;&#039;&#039;[[User:Myudelson | Michael V. Yudelson]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Projects: [[Knowledge Tree]], [[CUMULATE]], [[PERSEUS]], [[NavEx]], [[CoPE]], [[WebEx]]&amp;lt;br/&amp;gt;Staff Data Scientist, Chegg&lt;br /&gt;
Image:jaewook-1.jpg|[[User:Jahn | Jae-wook Ahn]]&amp;lt;br/&amp;gt;Projects: [[ADVISE]], [[Adaptive VIBE]], [[YourNews]], [[TaskSieve]], [[NameSieve]]&amp;lt;br/&amp;gt;Research Staff Member, Distributed AI, IBM Research&lt;br /&gt;
Image:RostaFarzan.jpg|[[User:Rostaf | Rosta Farzan]]&amp;lt;br/&amp;gt;Professor, School of Computing and Information, University of Pittsburgh.&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Master Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:ZaraBlum.jpeg|[https://www.linkedin.com/in/zarajblum/ Zara Blum]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
Image:Gangeshwari_Rajavelu.png|[https://www.linkedin.com/in/gangeshwari-rajavelu-94991137/ Gangeshwari Rajavelu]&lt;br /&gt;
Image:ShrutiSabusuresh.jpeg|[https://www.linkedin.com/in/shrutisabusuresh/ Shruti Sabusuresh]&amp;lt;br/&amp;gt;Projects: [[Smart Content]]&lt;br /&gt;
Image:WeiJeng.jpeg|[https://homepage.ntu.edu.tw/~wjeng/ Wei Jeng]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:ShaopengZhang.jpeg|[https://www.linkedin.com/in/shaopengzhang/ Shaopeng Zhang]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:Gayathri.jpeg|[https://www.linkedin.com/in/gayathrikrishnamoorthy/ Gayathri Krishnamoorthy]&lt;br /&gt;
Image:Dhruba.jpeg|[https://www.linkedin.com/in/dbaishya/ Dhruba Baishya]&lt;br /&gt;
Image:VikKhenat.jpeg|[https://www.linkedin.com/in/vik-khenat/ Vik Khenat]&lt;br /&gt;
Image:Chavan_girish.jpeg|[https://www.linkedin.com/in/girishchavan Girish Chavan]&amp;lt;br/&amp;gt;CTO Astrata Inc&lt;br /&gt;
Image:Tibor Dumitriu.gif|[http://www.sis.pitt.edu/~dumitriu/ Tibor Dumitriu]&amp;lt;br/&amp;gt;Projects: [http://ir.exp.sis.pitt.edu/advise/ AdVisE]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Faculty ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:dr_bereket_yilma.jpg |[https://bekyilma.github.io/ Dr. Bereket Yilma]&lt;br /&gt;
Image:Jaakko peltonen 215x296.jpg|[http://users.ics.aalto.fi/jtpelto// Jaakko Peltonen]&lt;br /&gt;
Image:IMG_0611.JPG|[http://www.dcs.warwick.ac.uk/~acristea/ Alexandra I. Cristea]&lt;br /&gt;
Image:Sibel.jpg|[http://sibelsomyurek.com/ Sibel Somyürek]&lt;br /&gt;
Image:Susan_bull.png|[https://www.researchgate.net/profile/Susan_Bull2 Susan Bull]&lt;br /&gt;
Image:KatrienVerbert.jpg|[http://people.cs.kuleuven.be/~katrien.verbert/KatrienVerbert/Katrien_Verbert.html Katrien Verbert]&lt;br /&gt;
Image:Roman bednarik.png|[http://cs.uef.fi/~rbednari/ Roman Bednarik]&lt;br /&gt;
Image:TanjaMitrovic.jpg|[http://www.cosc.canterbury.ac.nz/tanja.mitrovic/ Tanja Mitrovic]&lt;br /&gt;
Image:Eva millan.gif|[http://www.lcc.uma.es/~eva/ Eva Millán Valldeperas]&lt;br /&gt;
Image:Julita vasilleva.gif|[http://www.cs.usask.ca/faculty/julita/ Julita Vassileva]&lt;br /&gt;
Image:NicolaHenze.gif|[http://www.kbs.uni-hannover.de/~henze/ Nicola Henze]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Scholars == &lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:Henrik.jpg | [https://www.uia.no/om-uia/ansatte/henrbr16/ Henrik Bradland]&lt;br /&gt;
Image:alice.jpg |[https://research-portal.uu.nl/en/persons/alice-micheli Alice Micheli] &amp;lt;br/&amp;gt; Utrecht University, Netherlands&lt;br /&gt;
Image:1648208030273.jpg | [https://www.linkedin.com/in/maxwellszymanski/ Maxwell Szymanski] &amp;lt;br/&amp;gt; KU Leuven, Belgium&lt;br /&gt;
Image:Francesco.jpeg | [https://www.ifi.uzh.ch/en/zest/team/francesco_sovrano.html Francesco Sovrano] &amp;lt;br/&amp;gt; Universita Degli Studi Bologna, Italy&lt;br /&gt;
Image:boet_hubert.jpg |[https://www.linkedin.com/in/hubertboet/ Hubert Boët] &amp;lt;br/&amp;gt; Université Sorbonne Paris Nord&lt;br /&gt;
Image:Laia_alb%C3%B3.png|[https://scholar.google.es/citations?user=G8XglngAAAAJ&amp;amp;hl=ca Laia Albó] &amp;lt;br/&amp;gt; Universitat Pompeu Fabra, Barcelona&lt;br /&gt;
Image:huhtamaki-jukka-300.jpg|[http://www.linkedin.com/in/jukkahuhtamaki Jukka Huhtamäki]&amp;lt;br/&amp;gt;University of Tampere, Finland&lt;br /&gt;
Image:CECILIA.jpeg|[https://www.linkedin.com/in/cecilia-di-sciascio/ Cecilia di Sciascio]&amp;lt;br/&amp;gt;Know Center, Graz, Austria&lt;br /&gt;
Image:Andrew.jpg|[https://www.researchgate.net/profile/Shuchen-Li Shuchen Li] &amp;lt;br/&amp;gt;Beijing University of Posts and Telecommunications&lt;br /&gt;
Image:Rafael.png|[https://rafaelrda.wordpress.com Rafael Dias Araújo]&amp;lt;br/&amp;gt;Assistant Professor&amp;lt;br/&amp;gt;Federal University of Uberlandia, Brazil&lt;br /&gt;
Image:Ayca cebi.jpg|[https://ktu.academia.edu/aycacebi Ayça ÇEBİ] &amp;lt;br/&amp;gt;Trabzon University&lt;br /&gt;
Image:File crop1 1183908 y 384.jpg|[https://people.aalto.fi/index.html?profilepage=isfor#!teemu_sirkia Teemu Sirkiä]&amp;lt;br/&amp;gt;Aalto University, Finland&lt;br /&gt;
Image:Chris_face.jpg|[https://www.christophtrattner.info/ Christof Trattner]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Bergen&lt;br /&gt;
Image:Michelle_liang.JPG|[https://www.linkedin.com/in/drmichelleliang/ Michelle Liang]&lt;br /&gt;
Image:Yetunde.JPG|[https://wit.edu/directory/yetunde-folajimi Yetunde Folajimi] &amp;lt;br/&amp;gt;Associate Professor&amp;lt;br/&amp;gt;Wentworth Institute of Technology&lt;br /&gt;
Image:Pkraker.jpg|[http://science20.wordpress.com Peter Kraker] &amp;lt;br/&amp;gt;Open Knowledge Maps&lt;br /&gt;
Image:Kim.jpg|Jaekyung Kim&lt;br /&gt;
Image:Jbravo.gif|[http://www.eps.uam.es/esp/personal/ficha.php?empid=367 Javier Bravo Agapito]&lt;br /&gt;
Image:MarkusKetterl1.jpg|[http://studip.serv.uni-osnabrueck.de/extern.php?username=mketterl&amp;amp;page_url=http://www.virtuos.uni-osnabrueck.de/VirtUOS/TemplStudipMitarbDetails&amp;amp;global_id=4c8fb9ddd4dde83366119b2031d39ab3 Markus Ketterl]&lt;br /&gt;
Image:Jillfreyne.jpg|[https://www.linkedin.com/in/jfreyne/ Jill Freyne]&amp;lt;br/&amp;gt;Deputy Chief Scientist&amp;lt;br/&amp;gt;CSIRO&lt;br /&gt;
Image:Robert.jpg|[https://bhh.hamburg.de/prof-dr-robert-mertens/ Robert Mertens] &amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;Berufliche Hochschule Hamburg&lt;br /&gt;
Image:Roman bednarik.png|[https://cs.joensuu.fi/~rbednari/ Roman Bednarik]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Eastern Finland&lt;br /&gt;
Image:Ewald ramp.jpg|[https://www.linkedin.com/in/ewaldramp/ Ewald W. A. Ramp]&amp;lt;br/&amp;gt;Strategic Systems &amp;amp; Technology Corporation&lt;br /&gt;
Image:Jacopo.jpg|[https://www.linkedin.com/in/jacopoarmani/ Jacopo Armani] &amp;lt;br/&amp;gt;Director/Producer &amp;lt;br/&amp;gt;Fireflies&lt;br /&gt;
Image:Liping_wang.jpg|Liping Wang&amp;lt;br/&amp;gt;JiLin University&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5044</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5044"/>
		<updated>2026-02-24T19:00:34Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Past Doctoral Students */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Faculty ==&lt;br /&gt;
&amp;lt;gallery&amp;gt;&lt;br /&gt;
Image:Peter.jpg|&#039;&#039;&#039;[[User:Peterb | Peter Brusilovsky]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Director&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:rully.jpeg|[https://ruhendrawan.com/ Rully Hendrawan]&amp;lt;br/&amp;gt; Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
&lt;br /&gt;
Image:moh70.jpg|[https://themhassany.github.io/ Mohammad Hassany]&lt;br /&gt;
&lt;br /&gt;
Image:arun.jpeg|[https://a2un.github.io/ Arun Lekshmi-Narayanan]&lt;br /&gt;
&lt;br /&gt;
Image:Quinn.jpg|[https://quinnkwolter.com/#page-top Quinn Wolter]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Incoming Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Marzieh.jpg|[https://www.linkedin.com/in/marzieh-alidadi/ Marzieh]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Jordan.jpeg|[http://pitt.edu/~jab464 Jordan Barria-Pineda]&amp;lt;br/&amp;gt;Assistant Professor, Universidad Diego Portales, Chile&lt;br /&gt;
Image:Rafaella.jpg|[https://www.linkedin.com/in/rafaella-sampaio-de-alencar/ Rafaella Sampaio de Alencar]&lt;br /&gt;
Image:Kamil.jpg|[http://pitt.edu/~kaa108 Kamil Akhuseyinoglu]&amp;lt;br/&amp;gt;PostDoc, Carnegie Mellon&lt;br /&gt;
Image:behnam.jpg|[http://pitt.edu/~ber58 Behnam Rahdari]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]], [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&amp;lt;br/&amp;gt; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker] &amp;lt;br/&amp;gt;Projects: [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&lt;br /&gt;
Image:Arezou.jpg|[https://www.linkedin.com/in/arezou-farzaneh/ Arezou Farzaneh]&lt;br /&gt;
Image:Avatar.jpg|[http://pitt.edu/~hkc6 Hung Chau]&amp;lt;br /&amp;gt;Applied Scientist, Zillow&lt;br /&gt;
Image:zrisha.png|[https://zakrisha.com Zak Risha] &amp;lt;br /&amp;gt; [https://facetlab.pitt.edu/ FACETLab]&lt;br /&gt;
Image:Tsai.jpg|[http://www.cht77.com/ Chun-Hua Tsai] &amp;lt;br/&amp;gt;Assistant Professor, College of Information Science and Technology, University of Nebraska at Omaha&lt;br /&gt;
Image:Roya.jpg|[[User:R.hosseini | Roya Hosseini]]  &amp;lt;br/&amp;gt;Senior Applied Scientist, Microsoft&lt;br /&gt;
Image:yunhuang.png|[http://columbus.exp.sis.pitt.edu/yunhuang/index.htm Yun Huang] &amp;lt;br/&amp;gt; Assistant professor, Universidad Austral de Chile&lt;br /&gt;
Image:Julio.jpg|[[User:Julio | Julio Daniel Guerra]]&amp;lt;br/&amp;gt;Projects: [[Mastery Grids Interface|Mastery Grids]] &amp;lt;br/&amp;gt; Professor of Computer Science, Universidad Austral de Chile&lt;br /&gt;
Image:xidao.jpg|[[User:Xidao| Xidao Wen]]&amp;lt;br/&amp;gt;  Postdoctoral Researcher, Tsinghua University&lt;br /&gt;
Image:Shaghayeghsahebi.jpg|[[User:Sherry | Shaghayegh Sahebi (Sherry)]] &amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, University at Albany - State University of New York&lt;br /&gt;
Image:Clau.JPG|[[User:Clau | Claudia López]] &amp;lt;br/&amp;gt;Associate Professor, Departamento de Informática, Universidad Técnica Federico Santa María, Chile&lt;br /&gt;
Image:Kong.png|[[User:Chirayu | Chirayu Wongchokprasitti]] &amp;lt;br/&amp;gt;Projects: [[CN3]], [[CoMeT]]&amp;lt;br/&amp;gt; Department of Biomedical Informatics, University of Pittsburgh&lt;br /&gt;
Image:Tomek.jpeg| [https://www.linkedin.com/in/tomekloboda/ Tomek Loboda]&amp;lt;br/&amp;gt;Projects: [[WADEIn]], [[Mastery Grids Interface|Mastery Grids]]&amp;lt;br/&amp;gt; Data Scientist&lt;br /&gt;
Image:jennifer.jpg|[[User:Jennifer | Jennifer (Yiling) Lin]]&amp;lt;br/&amp;gt;Associate Professor, Department of Information Management, National Sun Yat-Sen University.&lt;br /&gt;
Image:Denis_PAWS_blog.jpg|[[User:Dparra | Denis Parra]]&amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, School of Engineering, Pontificia Universidad Católica de Chile&lt;br /&gt;
Image:Sergey.jpg|[[User:Sergey | Sergey Sosnovsky]]&amp;lt;br&amp;gt;Associate Professor, Utrecht University, Netherlands&lt;br /&gt;
Image:Hsiao.jpg|[[User:Shoha99 | Sharon (I-Han) Hsiao]]&amp;lt;br/&amp;gt;Projects: [[AnnotEx]], [[QuizJET]], [[Progressor]], [[ProgressorPlus]]&amp;lt;br/&amp;gt;Assistant Professor and David Packard endowed junior fellow, Department of Computer Science and Engineering, Santa Clara University&lt;br /&gt;
Image:Danielle.gif|[[User:Suleehs | Danielle H. Lee]]&amp;lt;br/&amp;gt;Projects: [[Eventur]], [[Proactive]]&amp;lt;br/&amp;gt;Associate Professor, Management Information Systems, Chung-Ang University, Korea&lt;br /&gt;
Image:Michael_V_Yudelson.gif|&#039;&#039;&#039;[[User:Myudelson | Michael V. Yudelson]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Projects: [[Knowledge Tree]], [[CUMULATE]], [[PERSEUS]], [[NavEx]], [[CoPE]], [[WebEx]]&amp;lt;br/&amp;gt;Staff Data Scientist, Chegg&lt;br /&gt;
Image:jaewook-1.jpg|[[User:Jahn | Jae-wook Ahn]]&amp;lt;br/&amp;gt;Projects: [[ADVISE]], [[Adaptive VIBE]], [[YourNews]], [[TaskSieve]], [[NameSieve]]&amp;lt;br/&amp;gt;Research Staff Member, Distributed AI, IBM Research&lt;br /&gt;
Image:RostaFarzan.jpg|[[User:Rostaf | Rosta Farzan]]&amp;lt;br/&amp;gt;Professor, School of Computing and Information, University of Pittsburgh.&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Master Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:ZaraBlum.jpeg|[https://www.linkedin.com/in/zarajblum/ Zara Blum]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
Image:Gangeshwari_Rajavelu.png|[https://www.linkedin.com/in/gangeshwari-rajavelu-94991137/ Gangeshwari Rajavelu]&lt;br /&gt;
Image:ShrutiSabusuresh.jpeg|[https://www.linkedin.com/in/shrutisabusuresh/ Shruti Sabusuresh]&amp;lt;br/&amp;gt;Projects: [[Smart Content]]&lt;br /&gt;
Image:WeiJeng.jpeg|[https://homepage.ntu.edu.tw/~wjeng/ Wei Jeng]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:ShaopengZhang.jpeg|[https://www.linkedin.com/in/shaopengzhang/ Shaopeng Zhang]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:Gayathri.jpeg|[https://www.linkedin.com/in/gayathrikrishnamoorthy/ Gayathri Krishnamoorthy]&lt;br /&gt;
Image:Dhruba.jpeg|[https://www.linkedin.com/in/dbaishya/ Dhruba Baishya]&lt;br /&gt;
Image:VikKhenat.jpeg|[https://www.linkedin.com/in/vik-khenat/ Vik Khenat]&lt;br /&gt;
Image:Chavan_girish.jpeg|[https://www.linkedin.com/in/girishchavan Girish Chavan]&amp;lt;br/&amp;gt;CTO Astrata Inc&lt;br /&gt;
Image:Tibor Dumitriu.gif|[http://www.sis.pitt.edu/~dumitriu/ Tibor Dumitriu]&amp;lt;br/&amp;gt;Projects: [http://ir.exp.sis.pitt.edu/advise/ AdVisE]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Faculty ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:dr_bereket_yilma.jpg |[https://bekyilma.github.io/ Dr. Bereket Yilma]&lt;br /&gt;
Image:Jaakko peltonen 215x296.jpg|[http://users.ics.aalto.fi/jtpelto// Jaakko Peltonen]&lt;br /&gt;
Image:IMG_0611.JPG|[http://www.dcs.warwick.ac.uk/~acristea/ Alexandra I. Cristea]&lt;br /&gt;
Image:Sibel.jpg|[http://sibelsomyurek.com/ Sibel Somyürek]&lt;br /&gt;
Image:Susan_bull.png|[https://www.researchgate.net/profile/Susan_Bull2 Susan Bull]&lt;br /&gt;
Image:KatrienVerbert.jpg|[http://people.cs.kuleuven.be/~katrien.verbert/KatrienVerbert/Katrien_Verbert.html Katrien Verbert]&lt;br /&gt;
Image:Roman bednarik.png|[http://cs.uef.fi/~rbednari/ Roman Bednarik]&lt;br /&gt;
Image:TanjaMitrovic.jpg|[http://www.cosc.canterbury.ac.nz/tanja.mitrovic/ Tanja Mitrovic]&lt;br /&gt;
Image:Eva millan.gif|[http://www.lcc.uma.es/~eva/ Eva Millán Valldeperas]&lt;br /&gt;
Image:Julita vasilleva.gif|[http://www.cs.usask.ca/faculty/julita/ Julita Vassileva]&lt;br /&gt;
Image:NicolaHenze.gif|[http://www.kbs.uni-hannover.de/~henze/ Nicola Henze]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Scholars == &lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:Henrik.jpg | [https://www.uia.no/om-uia/ansatte/henrbr16/ Henrik Bradland]&lt;br /&gt;
Image:alice.jpg |[https://research-portal.uu.nl/en/persons/alice-micheli Alice Micheli] &amp;lt;br/&amp;gt; Utrecht University, Netherlands&lt;br /&gt;
Image:1648208030273.jpg | [https://www.linkedin.com/in/maxwellszymanski/ Maxwell Szymanski] &amp;lt;br/&amp;gt; KU Leuven, Belgium&lt;br /&gt;
Image:Francesco.jpeg | [https://www.ifi.uzh.ch/en/zest/team/francesco_sovrano.html Francesco Sovrano] &amp;lt;br/&amp;gt; Universita Degli Studi Bologna, Italy&lt;br /&gt;
Image:boet_hubert.jpg |[https://www.linkedin.com/in/hubertboet/ Hubert Boët] &amp;lt;br/&amp;gt; Université Sorbonne Paris Nord&lt;br /&gt;
Image:Laia_alb%C3%B3.png|[https://scholar.google.es/citations?user=G8XglngAAAAJ&amp;amp;hl=ca Laia Albó] &amp;lt;br/&amp;gt; Universitat Pompeu Fabra, Barcelona&lt;br /&gt;
Image:huhtamaki-jukka-300.jpg|[http://www.linkedin.com/in/jukkahuhtamaki Jukka Huhtamäki]&amp;lt;br/&amp;gt;University of Tampere, Finland&lt;br /&gt;
Image:CECILIA.jpeg|[https://www.linkedin.com/in/cecilia-di-sciascio/ Cecilia di Sciascio]&amp;lt;br/&amp;gt;Know Center, Graz, Austria&lt;br /&gt;
Image:Andrew.jpg|[https://www.researchgate.net/profile/Shuchen-Li Shuchen Li] &amp;lt;br/&amp;gt;Beijing University of Posts and Telecommunications&lt;br /&gt;
Image:Rafael.png|[https://rafaelrda.wordpress.com Rafael Dias Araújo]&amp;lt;br/&amp;gt;Assistant Professor&amp;lt;br/&amp;gt;Federal University of Uberlandia, Brazil&lt;br /&gt;
Image:Ayca cebi.jpg|[https://ktu.academia.edu/aycacebi Ayça ÇEBİ] &amp;lt;br/&amp;gt;Trabzon University&lt;br /&gt;
Image:File crop1 1183908 y 384.jpg|[https://people.aalto.fi/index.html?profilepage=isfor#!teemu_sirkia Teemu Sirkiä]&amp;lt;br/&amp;gt;Aalto University, Finland&lt;br /&gt;
Image:Chris_face.jpg|[https://www.christophtrattner.info/ Christof Trattner]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Bergen&lt;br /&gt;
Image:Michelle_liang.JPG|[https://www.linkedin.com/in/drmichelleliang/ Michelle Liang]&lt;br /&gt;
Image:Yetunde.JPG|[https://wit.edu/directory/yetunde-folajimi Yetunde Folajimi] &amp;lt;br/&amp;gt;Associate Professor&amp;lt;br/&amp;gt;Wentworth Institute of Technology&lt;br /&gt;
Image:Pkraker.jpg|[http://science20.wordpress.com Peter Kraker] &amp;lt;br/&amp;gt;Open Knowledge Maps&lt;br /&gt;
Image:Kim.jpg|Jaekyung Kim&lt;br /&gt;
Image:Jbravo.gif|[http://www.eps.uam.es/esp/personal/ficha.php?empid=367 Javier Bravo Agapito]&lt;br /&gt;
Image:MarkusKetterl1.jpg|[http://studip.serv.uni-osnabrueck.de/extern.php?username=mketterl&amp;amp;page_url=http://www.virtuos.uni-osnabrueck.de/VirtUOS/TemplStudipMitarbDetails&amp;amp;global_id=4c8fb9ddd4dde83366119b2031d39ab3 Markus Ketterl]&lt;br /&gt;
Image:Jillfreyne.jpg|[https://www.linkedin.com/in/jfreyne/ Jill Freyne]&amp;lt;br/&amp;gt;Deputy Chief Scientist&amp;lt;br/&amp;gt;CSIRO&lt;br /&gt;
Image:Robert.jpg|[https://bhh.hamburg.de/prof-dr-robert-mertens/ Robert Mertens] &amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;Berufliche Hochschule Hamburg&lt;br /&gt;
Image:Roman bednarik.png|[https://cs.joensuu.fi/~rbednari/ Roman Bednarik]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Eastern Finland&lt;br /&gt;
Image:Ewald ramp.jpg|[https://www.linkedin.com/in/ewaldramp/ Ewald W. A. Ramp]&amp;lt;br/&amp;gt;Strategic Systems &amp;amp; Technology Corporation&lt;br /&gt;
Image:Jacopo.jpg|[https://www.linkedin.com/in/jacopoarmani/ Jacopo Armani] &amp;lt;br/&amp;gt;Director/Producer &amp;lt;br/&amp;gt;Fireflies&lt;br /&gt;
Image:Liping_wang.jpg|Liping Wang&amp;lt;br/&amp;gt;JiLin University&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5043</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5043"/>
		<updated>2026-02-24T18:57:21Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Past Doctoral Students */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Faculty ==&lt;br /&gt;
&amp;lt;gallery&amp;gt;&lt;br /&gt;
Image:Peter.jpg|&#039;&#039;&#039;[[User:Peterb | Peter Brusilovsky]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Director&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:rully.jpeg|[https://ruhendrawan.com/ Rully Hendrawan]&amp;lt;br/&amp;gt; Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
&lt;br /&gt;
Image:moh70.jpg|[https://themhassany.github.io/ Mohammad Hassany]&lt;br /&gt;
&lt;br /&gt;
Image:arun.jpeg|[https://a2un.github.io/ Arun Lekshmi-Narayanan]&lt;br /&gt;
&lt;br /&gt;
Image:Quinn.jpg|[https://quinnkwolter.com/#page-top Quinn Wolter]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Incoming Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Marzieh.jpg|[https://www.linkedin.com/in/marzieh-alidadi/ Marzieh]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Jordan.jpeg|[http://pitt.edu/~jab464 Jordan Barria-Pineda]&lt;br /&gt;
Image:Rafaella.jpg|[https://www.linkedin.com/in/rafaella-sampaio-de-alencar/ Rafaella Sampaio de Alencar]&lt;br /&gt;
Image:Kamil.jpg|[http://pitt.edu/~kaa108 Kamil Akhuseyinoglu]&amp;lt;br/&amp;gt;PostDoc, Carnegie Mellon&lt;br /&gt;
Image:behnam.jpg|[http://pitt.edu/~ber58 Behnam Rahdari]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]], [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&amp;lt;br/&amp;gt; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker] &amp;lt;br/&amp;gt;Projects: [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&lt;br /&gt;
Image:Arezou.jpg|[https://www.linkedin.com/in/arezou-farzaneh/ Arezou Farzaneh]&lt;br /&gt;
Image:Avatar.jpg|[http://pitt.edu/~hkc6 Hung Chau]&amp;lt;br /&amp;gt;Applied Scientist, Zillow&lt;br /&gt;
Image:zrisha.png|[https://zakrisha.com Zak Risha] &amp;lt;br /&amp;gt; [https://facetlab.pitt.edu/ FACETLab]&lt;br /&gt;
Image:Tsai.jpg|[http://www.cht77.com/ Chun-Hua Tsai] &amp;lt;br/&amp;gt;Assistant Professor, College of Information Science and Technology, University of Nebraska at Omaha&lt;br /&gt;
Image:Roya.jpg|[[User:R.hosseini | Roya Hosseini]]  &amp;lt;br/&amp;gt;Senior Applied Scientist, Microsoft&lt;br /&gt;
Image:yunhuang.png|[http://columbus.exp.sis.pitt.edu/yunhuang/index.htm Yun Huang] &amp;lt;br/&amp;gt; Assistant professor, Universidad Austral de Chile&lt;br /&gt;
Image:Julio.jpg|[[User:Julio | Julio Daniel Guerra]]&amp;lt;br/&amp;gt;Projects: [[Mastery Grids Interface|Mastery Grids]] &amp;lt;br/&amp;gt; Professor of Computer Science, Universidad Austral de Chile&lt;br /&gt;
Image:xidao.jpg|[[User:Xidao| Xidao Wen]]&amp;lt;br/&amp;gt;  Postdoctoral Researcher, Tsinghua University&lt;br /&gt;
Image:Shaghayeghsahebi.jpg|[[User:Sherry | Shaghayegh Sahebi (Sherry)]] &amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, University at Albany - State University of New York&lt;br /&gt;
Image:Clau.JPG|[[User:Clau | Claudia López]] &amp;lt;br/&amp;gt;Associate Professor, Departamento de Informática, Universidad Técnica Federico Santa María, Chile&lt;br /&gt;
Image:Kong.png|[[User:Chirayu | Chirayu Wongchokprasitti]] &amp;lt;br/&amp;gt;Projects: [[CN3]], [[CoMeT]]&amp;lt;br/&amp;gt; Department of Biomedical Informatics, University of Pittsburgh&lt;br /&gt;
Image:Tomek.jpeg| [https://www.linkedin.com/in/tomekloboda/ Tomek Loboda]&amp;lt;br/&amp;gt;Projects: [[WADEIn]], [[Mastery Grids Interface|Mastery Grids]]&amp;lt;br/&amp;gt; Data Scientist&lt;br /&gt;
Image:jennifer.jpg|[[User:Jennifer | Jennifer (Yiling) Lin]]&amp;lt;br/&amp;gt;Associate Professor, Department of Information Management, National Sun Yat-Sen University.&lt;br /&gt;
Image:Denis_PAWS_blog.jpg|[[User:Dparra | Denis Parra]]&amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, School of Engineering, Pontificia Universidad Católica de Chile&lt;br /&gt;
Image:Sergey.jpg|[[User:Sergey | Sergey Sosnovsky]]&amp;lt;br&amp;gt;Associate Professor, Utrecht University, Netherlands&lt;br /&gt;
Image:Hsiao.jpg|[[User:Shoha99 | Sharon (I-Han) Hsiao]]&amp;lt;br/&amp;gt;Projects: [[AnnotEx]], [[QuizJET]], [[Progressor]], [[ProgressorPlus]]&amp;lt;br/&amp;gt;Assistant Professor and David Packard endowed junior fellow, Department of Computer Science and Engineering, Santa Clara University&lt;br /&gt;
Image:Danielle.gif|[[User:Suleehs | Danielle H. Lee]]&amp;lt;br/&amp;gt;Projects: [[Eventur]], [[Proactive]]&amp;lt;br/&amp;gt;Associate Professor, Management Information Systems, Chung-Ang University, Korea&lt;br /&gt;
Image:Michael_V_Yudelson.gif|&#039;&#039;&#039;[[User:Myudelson | Michael V. Yudelson]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Projects: [[Knowledge Tree]], [[CUMULATE]], [[PERSEUS]], [[NavEx]], [[CoPE]], [[WebEx]]&amp;lt;br/&amp;gt;Staff Data Scientist, Chegg&lt;br /&gt;
Image:jaewook-1.jpg|[[User:Jahn | Jae-wook Ahn]]&amp;lt;br/&amp;gt;Projects: [[ADVISE]], [[Adaptive VIBE]], [[YourNews]], [[TaskSieve]], [[NameSieve]]&amp;lt;br/&amp;gt;Research Staff Member, Distributed AI, IBM Research&lt;br /&gt;
Image:RostaFarzan.jpg|[[User:Rostaf | Rosta Farzan]]&amp;lt;br/&amp;gt;Professor, School of Computing and Information, University of Pittsburgh.&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Master Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:ZaraBlum.jpeg|[https://www.linkedin.com/in/zarajblum/ Zara Blum]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
Image:Gangeshwari_Rajavelu.png|[https://www.linkedin.com/in/gangeshwari-rajavelu-94991137/ Gangeshwari Rajavelu]&lt;br /&gt;
Image:ShrutiSabusuresh.jpeg|[https://www.linkedin.com/in/shrutisabusuresh/ Shruti Sabusuresh]&amp;lt;br/&amp;gt;Projects: [[Smart Content]]&lt;br /&gt;
Image:WeiJeng.jpeg|[https://homepage.ntu.edu.tw/~wjeng/ Wei Jeng]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:ShaopengZhang.jpeg|[https://www.linkedin.com/in/shaopengzhang/ Shaopeng Zhang]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:Gayathri.jpeg|[https://www.linkedin.com/in/gayathrikrishnamoorthy/ Gayathri Krishnamoorthy]&lt;br /&gt;
Image:Dhruba.jpeg|[https://www.linkedin.com/in/dbaishya/ Dhruba Baishya]&lt;br /&gt;
Image:VikKhenat.jpeg|[https://www.linkedin.com/in/vik-khenat/ Vik Khenat]&lt;br /&gt;
Image:Chavan_girish.jpeg|[https://www.linkedin.com/in/girishchavan Girish Chavan]&amp;lt;br/&amp;gt;CTO Astrata Inc&lt;br /&gt;
Image:Tibor Dumitriu.gif|[http://www.sis.pitt.edu/~dumitriu/ Tibor Dumitriu]&amp;lt;br/&amp;gt;Projects: [http://ir.exp.sis.pitt.edu/advise/ AdVisE]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Faculty ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:dr_bereket_yilma.jpg |[https://bekyilma.github.io/ Dr. Bereket Yilma]&lt;br /&gt;
Image:Jaakko peltonen 215x296.jpg|[http://users.ics.aalto.fi/jtpelto// Jaakko Peltonen]&lt;br /&gt;
Image:IMG_0611.JPG|[http://www.dcs.warwick.ac.uk/~acristea/ Alexandra I. Cristea]&lt;br /&gt;
Image:Sibel.jpg|[http://sibelsomyurek.com/ Sibel Somyürek]&lt;br /&gt;
Image:Susan_bull.png|[https://www.researchgate.net/profile/Susan_Bull2 Susan Bull]&lt;br /&gt;
Image:KatrienVerbert.jpg|[http://people.cs.kuleuven.be/~katrien.verbert/KatrienVerbert/Katrien_Verbert.html Katrien Verbert]&lt;br /&gt;
Image:Roman bednarik.png|[http://cs.uef.fi/~rbednari/ Roman Bednarik]&lt;br /&gt;
Image:TanjaMitrovic.jpg|[http://www.cosc.canterbury.ac.nz/tanja.mitrovic/ Tanja Mitrovic]&lt;br /&gt;
Image:Eva millan.gif|[http://www.lcc.uma.es/~eva/ Eva Millán Valldeperas]&lt;br /&gt;
Image:Julita vasilleva.gif|[http://www.cs.usask.ca/faculty/julita/ Julita Vassileva]&lt;br /&gt;
Image:NicolaHenze.gif|[http://www.kbs.uni-hannover.de/~henze/ Nicola Henze]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Scholars == &lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:Henrik.jpg | [https://www.uia.no/om-uia/ansatte/henrbr16/ Henrik Bradland]&lt;br /&gt;
Image:alice.jpg |[https://research-portal.uu.nl/en/persons/alice-micheli Alice Micheli] &amp;lt;br/&amp;gt; Utrecht University, Netherlands&lt;br /&gt;
Image:1648208030273.jpg | [https://www.linkedin.com/in/maxwellszymanski/ Maxwell Szymanski] &amp;lt;br/&amp;gt; KU Leuven, Belgium&lt;br /&gt;
Image:Francesco.jpeg | [https://www.ifi.uzh.ch/en/zest/team/francesco_sovrano.html Francesco Sovrano] &amp;lt;br/&amp;gt; Universita Degli Studi Bologna, Italy&lt;br /&gt;
Image:boet_hubert.jpg |[https://www.linkedin.com/in/hubertboet/ Hubert Boët] &amp;lt;br/&amp;gt; Université Sorbonne Paris Nord&lt;br /&gt;
Image:Laia_alb%C3%B3.png|[https://scholar.google.es/citations?user=G8XglngAAAAJ&amp;amp;hl=ca Laia Albó] &amp;lt;br/&amp;gt; Universitat Pompeu Fabra, Barcelona&lt;br /&gt;
Image:huhtamaki-jukka-300.jpg|[http://www.linkedin.com/in/jukkahuhtamaki Jukka Huhtamäki]&amp;lt;br/&amp;gt;University of Tampere, Finland&lt;br /&gt;
Image:CECILIA.jpeg|[https://www.linkedin.com/in/cecilia-di-sciascio/ Cecilia di Sciascio]&amp;lt;br/&amp;gt;Know Center, Graz, Austria&lt;br /&gt;
Image:Andrew.jpg|[https://www.researchgate.net/profile/Shuchen-Li Shuchen Li] &amp;lt;br/&amp;gt;Beijing University of Posts and Telecommunications&lt;br /&gt;
Image:Rafael.png|[https://rafaelrda.wordpress.com Rafael Dias Araújo]&amp;lt;br/&amp;gt;Assistant Professor&amp;lt;br/&amp;gt;Federal University of Uberlandia, Brazil&lt;br /&gt;
Image:Ayca cebi.jpg|[https://ktu.academia.edu/aycacebi Ayça ÇEBİ] &amp;lt;br/&amp;gt;Trabzon University&lt;br /&gt;
Image:File crop1 1183908 y 384.jpg|[https://people.aalto.fi/index.html?profilepage=isfor#!teemu_sirkia Teemu Sirkiä]&amp;lt;br/&amp;gt;Aalto University, Finland&lt;br /&gt;
Image:Chris_face.jpg|[https://www.christophtrattner.info/ Christof Trattner]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Bergen&lt;br /&gt;
Image:Michelle_liang.JPG|[https://www.linkedin.com/in/drmichelleliang/ Michelle Liang]&lt;br /&gt;
Image:Yetunde.JPG|[https://wit.edu/directory/yetunde-folajimi Yetunde Folajimi] &amp;lt;br/&amp;gt;Associate Professor&amp;lt;br/&amp;gt;Wentworth Institute of Technology&lt;br /&gt;
Image:Pkraker.jpg|[http://science20.wordpress.com Peter Kraker] &amp;lt;br/&amp;gt;Open Knowledge Maps&lt;br /&gt;
Image:Kim.jpg|Jaekyung Kim&lt;br /&gt;
Image:Jbravo.gif|[http://www.eps.uam.es/esp/personal/ficha.php?empid=367 Javier Bravo Agapito]&lt;br /&gt;
Image:MarkusKetterl1.jpg|[http://studip.serv.uni-osnabrueck.de/extern.php?username=mketterl&amp;amp;page_url=http://www.virtuos.uni-osnabrueck.de/VirtUOS/TemplStudipMitarbDetails&amp;amp;global_id=4c8fb9ddd4dde83366119b2031d39ab3 Markus Ketterl]&lt;br /&gt;
Image:Jillfreyne.jpg|[https://www.linkedin.com/in/jfreyne/ Jill Freyne]&amp;lt;br/&amp;gt;Deputy Chief Scientist&amp;lt;br/&amp;gt;CSIRO&lt;br /&gt;
Image:Robert.jpg|[https://bhh.hamburg.de/prof-dr-robert-mertens/ Robert Mertens] &amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;Berufliche Hochschule Hamburg&lt;br /&gt;
Image:Roman bednarik.png|[https://cs.joensuu.fi/~rbednari/ Roman Bednarik]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Eastern Finland&lt;br /&gt;
Image:Ewald ramp.jpg|[https://www.linkedin.com/in/ewaldramp/ Ewald W. A. Ramp]&amp;lt;br/&amp;gt;Strategic Systems &amp;amp; Technology Corporation&lt;br /&gt;
Image:Jacopo.jpg|[https://www.linkedin.com/in/jacopoarmani/ Jacopo Armani] &amp;lt;br/&amp;gt;Director/Producer &amp;lt;br/&amp;gt;Fireflies&lt;br /&gt;
Image:Liping_wang.jpg|Liping Wang&amp;lt;br/&amp;gt;JiLin University&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=Adaptive_Navigation_Support_and_Open_Social_Learner_Modeling_for_PAL&amp;diff=5008</id>
		<title>Adaptive Navigation Support and Open Social Learner Modeling for PAL</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=Adaptive_Navigation_Support_and_Open_Social_Learner_Modeling_for_PAL&amp;diff=5008"/>
		<updated>2026-01-12T02:07:20Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Open Social Learner Model Interface: Mastery Grids */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Overview ==&lt;br /&gt;
&lt;br /&gt;
The goal of this project is to leverage the power of [[open social learner modeling]] and [[adaptive navigation support]] in the context of the envisioned Personalized Assistant for Learning (PAL). The project is supported by the [http://adlnet.gov  Advanced Distributed Learning Initiative] contract W911QY13C0032. This is a joint project with [http://cs.aalto.fi/en/research/ Learning + Technology] research group at Aalto University. The LeTech group at Aalto University focuses on developing several kinds of [http://acos.cs.hut.fi/ smart learning content for Java and Python programming] that are compatible with the project architecture [[Aggregate]].&lt;br /&gt;
&lt;br /&gt;
The project focuses on both exploration and implementation of adaptive navigation support and open social learner modeling and pursues three directions of work:&lt;br /&gt;
&lt;br /&gt;
* Exploring open social learner modeling interface for diverse learning content&lt;br /&gt;
* Enhancing algorithms for personalized guidance using knowledge-based and social approaches &lt;br /&gt;
* Developing architectural solutions and authoring tools to support open social learner modeling&lt;br /&gt;
&lt;br /&gt;
We have prepared fliers for quickly getting to know our systems:&lt;br /&gt;
* For researchers or system developers (designers), please check [[Media:MGFlier.pdf|here]].&lt;br /&gt;
* For teachers or educators, please check the flier for your interested domain: [[Media:MasteryGridsFlierJava.pdf|Java]], [[Media:MasteryGridsFlierPythonNew.pdf|Python]], or [[Media:MasteryGridsFlierSQL.pdf|SQL]].&lt;br /&gt;
&lt;br /&gt;
== Open Social Learner Model Interface: Mastery Grids ==&lt;br /&gt;
&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:Mg_1.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Mastery Grids Interface]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Mastery Grids Interface|Mastery Grids]] is a flexible portal to access multiple types of learning content through a personalized interface based on Open Social Learner Modeling (OSLM) [[Mastery Grids Interface]]. It offers a multi-facet social comparison, open learner modeling, and adaptive navigation support to help students  access multiple kinds of smart learning content. With Mastery Grids, instructors could re-use one of the existing installations (see below) or create their own installations by organizing their courses info a sequence of topics and selecting most relevant smart content items of multiple types for each topic. There is a drag-and-drop authoring system to support instructors in creating their own courses.&lt;br /&gt;
&lt;br /&gt;
Mastery Grids is based on communication-based personalization infrastructure ADAPT2 (formerly Knowledge Tree) and supported by adaptive social learning framework [[Aggregate]]. ADAPT2 supports smart content invocation with single sign-on, extensive data collection, and student modeling. Aggregate adds several kinds of open student modeling, social comparison, and recommendation. In detail, Mastery Grids presents and compares user learning progress and knowledge level using colored grids, tracks user activities with learning content, and provides flexible user-centered navigation across different content levels (e.g. topic, question) and different content types (e.g. problem, example)&lt;br /&gt;
&lt;br /&gt;
* [[Mastery Grids Interface|More about Mastery Grids interface]]&lt;br /&gt;
* [https://www.youtube.com/watch?v=76YLR2VY2QE YouTube demo of  Mastery Grids interface]&lt;br /&gt;
* [http://adapt2.sis.pitt.edu/um-vis-adl/index.html?usr=adl01&amp;amp;grp=ADL&amp;amp;sid=test&amp;amp;cid=13&amp;amp;data-top-n-grp=5&amp;amp;def-val-rep-lvl-id=p&amp;amp;def-val-res-id=AVG&amp;amp;ui-tbar-rep-lvl-vis=0&amp;amp;ui-tbar-topic-size-vis=0 An interactive demo of Mastery Grids interface]&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Architecture: Aggregate==&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:arch_v2.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Aggregate Architecture]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | We developed an adaptive social learning architecture [[Aggregate]] to support Mastery Grids interface. [[Aggregate]] is an extension of our original [[ADAPT2]] architecture. On the top of  [[ADAPT2]] , [[Aggregate]] architecture supports several kinds of open student modeling, social comparison, content brokering, and recommendation services. The architecture fulfills a major objective, portability, which is the ability to be integrated to other systems with little set up and modification. The architecture is modular and includes different software components. &lt;br /&gt;
&lt;br /&gt;
* [[ADAPT2| More about ADAPT2]]&lt;br /&gt;
* [[Aggregate| More about Aggregate]]&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Learner Modeling ==&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:CUMULATE.evidence propagation.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|CUMULATE]]&lt;br /&gt;
|valign=&amp;quot;center&amp;quot; | We have developed [[CUMULATE]], a centralized user modeling server built for the [[ADAPT2]] architecture, to provide user modeling support for adaptive educational hypermedia (AEH) systems. CUMULATE allows flexible learner models to infer learner knowledge. Mastery Grids&#039;s architecture is supported by CUMULATE and thus it also supports flexible learner models. The explanation of the communication between the interface and learner model can be found in [[Aggregate]]. We have proposed and implemented different learner models over past years, including [[CUMULATE asymptotic knowledge assessment|asymptotic assessment of user knowledge]] which is the main one currently deployed in our systems, and [[Feature-Aware Student knowledge Tracing (FAST)|Feature-Aware Student knowledge Tracing (FAST)]] which is our new learner model proposed in 2014 with state-of-the-art predictive performance. We have also explored different aspects to improve learner modeling, including reducing the content model, better evaluation for practitioners and applying network (graph) analysis.&lt;br /&gt;
&lt;br /&gt;
* [[Learner Modeling|More about Learner Modeling]]&lt;br /&gt;
* [[CUMULATE|More about CUMULATE]]&lt;br /&gt;
* [[CUMULATE asymptotic knowledge assessment|More about asymptotic assessment of user knowledge]]&lt;br /&gt;
* [[Feature-Aware Student knowledge Tracing (FAST)|More about Feature-Aware Student knowledge Tracing (FAST)]]&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Recommendation ==&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:starRecommendation.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Personalization]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | There are multiple personalization approaches, that are developed and researched in our system. In the form of recommendations, we have various methods in different levels for recommending learning material to students. Two major approached for recommending resources are reactive and proactive recommendations. In the reactive approach, the recommender system activates in reaction to the student&#039;s activity, e.g. if the student fails in solving a quiz, the reactive recommender system recommends related examples to this student to help her understand the skills required to solve that quiz. The pro-active recommender system, proactively suggests learning materials to the students. [[Learning Recommendation|==&amp;gt; more]]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Educational Data Mining ==&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:TensorFactorization.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Educational Data Mining]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | In this part of the project, we aim to make sense of data from Mastery Grids system, including logs of student attempts. The goal in this part includes understanding students&#039; learning patterns and its relationship with students&#039; behavioral traits, predicting students&#039; performance, modeling student knowledge, and discovering the content model. These tasks eventually help us in providing a better service to both instructors and students.  [[Educational Data Mining|==&amp;gt; more]]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Smart Content ==&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:AnimatedExamples.jpg|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Smart Content (Animated Examples)]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | Mastery Grids supports and provides multiple types of learning materials. It has been applied in three domains (Java, SQL, and Python) as a supplementary E-learning system for undergraduate and graduate level programming and database classes since 2013. We have developed different content applications (e.g., [[QuizJET]], [[QuizPET]], [[WebEx]]) and authoring tools (e.g., [[Content Authoring Tools]], [[Course Authoring Tool]], [[Group Authoring Tool]]) for accessing and authoring such contents. In each learning domain, courses are organized by topics and different types of learning contents are arranged under each topic. Learning contents contain problems (quizzes), parson problems, annotated examples, and animated examples collected from experienced course teachers, textbooks or domain experts. [[Smart Content|==&amp;gt; more]]&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Authoring Tools ==&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; |  [[Image:ExampleAuthoringModify.jpg|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Annotated Example Content Authoring]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | We have developed four major types of authoring tools for the project: 1) Content Authoring Tools for creating different kinds of smart learning content, 2) Course Authoring Tool for creating adaptive courses that use the content, 3) Group Authoring Tool for managing users and groups, as well as 4) the portal to access different authoring tools. &lt;br /&gt;
&lt;br /&gt;
* [[Authoring Tools|More about Authoring Tools]]&lt;br /&gt;
* [[Content Authoring Tools|More about Content Authoring Tools]]&lt;br /&gt;
* [[Course Authoring Tool|More about Course Authoring Tool]]&lt;br /&gt;
* [[Group Authoring Tool|More about Group Authoring Tool]]&lt;br /&gt;
* [[Authoring Tool Portal|More about Authoring Tool Portal]]&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Open Source  == &lt;br /&gt;
Software sources and documentations are in GitHub [https://github.com/PAWSLabUniversityOfPittsburgh PAWSLabUniversityOfPittsburgh organization], and [https://github.com/acos-server/ acos-server organization].&lt;br /&gt;
* The Mastery Grids Interface, back-end Aggregate and documentation can be found [https://github.com/PAWSLabUniversityOfPittsburgh/mastery-grids here]. &lt;br /&gt;
* User model services can be found in [https://github.com/PAWSLabUniversityOfPittsburgh/AggregateUMServices here].&lt;br /&gt;
* QuizJET Interface, Authoring Tool, Content Brokering and documentations can be found [https://github.com/PAWSLabUniversityOfPittsburgh/quizjet here].&lt;br /&gt;
* QuizPET Interface, Authoring Tool, Content Brokering and documentations can be found [https://github.com/PAWSLabUniversityOfPittsburgh/quizpet here].&lt;br /&gt;
* Parson Problem Authoring Tool can be found [https://github.com/acos-server/acos-jsparsons-generator here].&lt;br /&gt;
* Annotated Examples Interface, Authoring Tool, Content Brokering and documentations can be found [https://github.com/PAWSLabUniversityOfPittsburgh/annotated-examples here].&lt;br /&gt;
* Animated Examples Authoring Tool can be found [https://github.com/acos-server/acos-jsvee-transpiler-python here].&lt;br /&gt;
* Videos User Interface, Authoring Tool, Content Brokering and documentations can be found [https://github.com/PAWSLabUniversityOfPittsburgh/educvideos here]&lt;br /&gt;
&lt;br /&gt;
== Publications ==&lt;br /&gt;
* Gonzalez-Brenes, J. P., Huang, Y., and Brusilovsky, P. (2013) FAST: Feature-Aware Student Knowledge Tracing. In:  Proceedings of NIPS 2013 Workshop on Data Driven Education, Lake Tahoe, NV, December 10, 2013, ([http://d-scholarship.pitt.edu/20353/ paper])&lt;br /&gt;
* Hosseini, R. and Brusilovsky, P. (2013) JavaParser: A Fine-Grain Concept Indexing Tool for Java Problems. In:  Proceedings of The First Workshop on AI-supported Education for Computer Science (AIEDCS) at the 16th Annual Conference on Artificial Intelligence in Education, AIED 2013, Memphis, TN, USA, July 13, 2013, pp. 60-63. ([https://d-scholarship.pitt.edu/secure/26270/1/AIED2013-workshop-camera_ready_version.pdf paper]) ([http://www.slideshare.net/RoyaHosseini1/java-parser-a-fine-grained-indexing-tool-and-its-application presentation])&lt;br /&gt;
* Hosseini, R., Brusilovsky, P., and Guerra, J. (2013) Knowledge Maximizer: Concept-based Adaptive Problem Sequencing for Exam Preparation. In:  Proceedings of the 16th International Conference on Artificial Intelligence in Education (AIED 2013), Memphis, USA, pp. 848-851.  ([https://d-scholarship.pitt.edu/secure/26271/4/AIED2013-camera-ready-Knowledge_maximizer_.pdf paper]) ([http://www.slideshare.net/RoyaHosseini1/aied-2013 poster])&lt;br /&gt;
* Brusilovsky, P., Baishya, D., Hosseini, R., Guerra, J., and Liang, M. (2013) KnowledgeZoom for Java: A Concept-Based Exam Study Tool  with a Zoomable Open Student Model. In:  Proceedings of 2013 IEEE 13th International Conference on Advanced Learning Technologies, Beijing, China, July 15-18, 2013, pp. 275-279. ([http://dx.doi.org/10.1109/ICALT.2013.86 paper]) ([http://www.slideshare.net/RoyaHosseini1/kowledge-zoom-michelle-48735584 presentation])&lt;br /&gt;
* Brusilovsky, P. (2014) Addictive Links: Engaging Students through Adaptive Navigation Support and Open Social Student Modeling (Keynote talk). In:  Proceedings of WWW 2014 Workshop on Web-based Education Technologies, Seoul, Korea, April 8, 2014. ([http://www.slideshare.net/pbrusilovsky/addictive-links-keynote-talk-at-www-2014-workshop presentation])&lt;br /&gt;
* Huang, Y., Xu, Y., and Brusilovsky, P. (2014) Doing More with Less: Student Modeling and Performance Prediction with Reduced Content Models. In: V. Dimitrova, et al. (eds.) Proceedings of 22nd Conference on User Modeling, Adaptation and Personalization (UMAP 2014), Aalborg, Denmark, July 7-11, 2014, Springer Verlag, pp. 338-349. ([http://www.slideshare.net/pbrusilovsky/umap-v1 presentation][http://link.springer.com/chapter/10.1007%2F978-3-319-08786-3_30 paper])&lt;br /&gt;
* Hosseini, R. and Brusilovsky, P. (2014) Example-Based Problem Solving Support Using concept Analysis of Programming Content. In: S. Trausan-Matu, K. Boyer, M. Crosby and K. Panourgia (eds.) Proceedings of 12th International Conference on Intelligent Tutoring Systems (ITS 2014), Honolulu, HI, USA, June 5-9, 2014, Springer International Publishing, pp. 683-685. ([https://d-scholarship.pitt.edu/secure/26268/1/CameraReady_ITS2014_paper.pdf paper])  ([http://www.slideshare.net/RoyaHosseini1/presentation-48735557 presentation])&lt;br /&gt;
* Hosseini, R., Vihavainen, A., and Brusilovsky, P. (2014) Exploring Problem Solving Paths in a Java Programming Course. In:  Proceedings of Psychology of Programming Interest Group Annual Conference, PPIG 2014, Brighton, UK, June 25-27, 2014, pp. 65-76. ([https://d-scholarship.pitt.edu/secure/26272/1/PPIG_2014_camera_ready.pdf paper]) ([http://www.slideshare.net/RoyaHosseini1/ppig2014-problem-solvingpaths presentation])&lt;br /&gt;
* Huang, Y., González-Brenes, J. P., and Brusilovsky, P. (2014) General Features in Knowledge Tracing to Model Multiple Subskills, Temporal Item Response Theory, and Expert Knowledge. In: J. Stamper, Z. Pardos, M. Mavrikis and B. M. McLaren (eds.) Proceedings of the 7th International Conference on Educational Data Mining (EDM 2014), London, UK, July 4-7,  2014, pp. 84-91. (First two authors contributed equally. Nominated for Best Paper Award) ([http://www.slideshare.net/huangyun/fast-presentation-48711687 presentation][http://educationaldatamining.org/EDM2014/uploads/procs2014/long%20papers/84_EDM-2014-Full.pdf paper][http://www.slideshare.net/huangyun/2015edm-featureaware-student-knowledge-tracing-tutorial tutorial] [http://ml-smores.github.io/fast/ code])&lt;br /&gt;
* Khajah, M. M., Huang, Y., González-Brenes, J. P., Mozer, M. C., and Brusilovsky, P. (2014) Integrating Knowledge Tracing and Item Response Theory: A Tale of Two Frameworks. In: I. Cantador, M. Chi, R. Farzan and R. Jäschke (eds.) Proceedings of Workshop on Personalization Approaches in Learning Environments (PALE 2014) at the 22th International Conference on User Modeling, Adaptation, and Personalization, UMAP 2014, Aalborg, Denmark, July 11, 2014, CEUR, pp. 7-12. (First three authors contributed equally) ([http://www.slideshare.net/huangyun/pale-public-slideshare presentation][http://ceur-ws.org/Vol-1181/pale2014_paper_01.pdf paper]).&lt;br /&gt;
* Yudelson, M., Hosseini, R., Vihavainen, A., and Brusilovsky, P. (2014) Investigating Automated Student Modeling in a Java MOOC. In: J. Stamper, Z. Pardos, M. Mavrikis and B. M. McLaren (eds.) Proceedings of the 7th International Conference on Educational Data Mining (EDM 2014), London, UK, July 4-7,  2014, pp. 261-264. ([https://d-scholarship.pitt.edu/secure/26273/1/EDM2014YudelsonHVB_camready.pdf paper]) ([http://www.slideshare.net/RoyaHosseini1/edm2014-investigating-automated-student-modeling-in-a-java-mooc presentation])&lt;br /&gt;
* Sahebi, S., Huang, Y., and Brusilovsky, P. (2014) Parameterized Exercises in Java Programming: Using Knowledge Structure for Performance Prediction. In:  Proceedings of The second Workshop on AI-supported Education for Computer Science (AIEDCS) at 12th International Conference on Intelligent Tutoring Systems ITS 2014, Honolulu, Hawaii, June 6 2014. ([http://d-scholarship.pitt.edu/21915/ paper])([http://www.slideshare.net/chagh/parameterized-exercises-in-java-programming-using-knowledge-structure-for-performance-prediction presentation])&lt;br /&gt;
* Sahebi, S., Huang, Y., and Brusilovsky, P. (2014) Predicting Student Performance in Solving Parameterized Exercises. In: S. Trausan-Matu, K. Boyer, M. Crosby and K. Panourgia (eds.) Proceedings of 12th International Conference on Intelligent Tutoring Systems (ITS 2014), Honolulu, HI, USA, June 5-9, 2014, Springer International Publishing, pp. 496-503, ([http://d-scholarship.pitt.edu/21916/ paper]) ([http://www.slideshare.net/chagh/its14-pitttemplate presentation])&lt;br /&gt;
* Guerra, J., Sahebi, S., Lin, Y.-R., and Brusilovsky, P. (2014) The Problem Solving Genome: Analyzing Sequential Patterns of Student Work with Parameterized Exercises. In: J. Stamper, Z. Pardos, M. Mavrikis and B. M. McLaren (eds.) Proceedings of the 7th International Conference on Educational Data Mining (EDM 2014), London, UK, July 4-7,  2014, pp. 153-160 ([http://www.slideshare.net/huangyun/guerra-the-problemsolvinggenome presentation][http://educationaldatamining.org/EDM2014/uploads/procs2014/long%20papers/153_EDM-2014-Full.pdf paper]) &lt;br /&gt;
* Loboda, T., Guerra, J., Hosseini, R., and Brusilovsky, P. (2014) Mastery Grids: An Open Source Social Educational Progress Visualization. In: S. de Freitas, C. Rensing, P. J. Muñoz Merino and T. Ley (eds.) Proceedings of 9th European Conference on Technology Enhanced Learning (EC-TEL 2014), Graz, Austria, September 16-19, 2014 (Best paper award). ([http://link.springer.com/chapter/10.1007%2F978-3-319-11200-8_18#page-1 paper]) ([http://www.slideshare.net/pbrusilovsky/ectel2014-mg presentation])&lt;br /&gt;
* Brusilovsky, P., Edwards, S., Kumar, A., Malmi, L., Benotti, L., Buck, D., Ihantola, P., Prince, R., Sirkiä, T., Sosnovsky, S., Urquiza, J., Vihavainen, A., and Wollowski, M. (2014) Increasing Adoption of Smart Learning Content for Computer Science Education. In:  Proceedings of Proceedings of the Working Group Reports of the 2014 on Innovation &amp;amp;amp; Technology in Computer Science Education Conference, Uppsala, Sweden, ACM, pp. 31-57. ([http://dx.doi.org/10.1145/2713609.2713611 paper])&lt;br /&gt;
* Gonzalez-Brenes, J. P., Huang, Y. (2014) The White Method: Towards Automatic Evaluation Metrics for Adaptive Tutoring Systems. In:  Proceedings of NIPS 2014 Workshop on Human Propelled Machine Learning, Montreal, Canada, December 13, 2014 ([http://d-scholarship.pitt.edu/26061/ paper])&lt;br /&gt;
* Huang, Y., González-Brenes, J. P., and Brusilovsky, P. (2015) The FAST toolkit for Unsupervised Learning of HMMs with Features. In: The Machine Learning Open Source Software workshop at the 32nd International Conference on Machine Learning (ICML-MLOSS 2015), Lille, France July 10, 2015. ([http://d-scholarship.pitt.edu/26043/ paper][http://mloss.org/software/view/609/ code])&lt;br /&gt;
* Huang, Y., González-Brenes, J. P., Kumar, R., Brusilovsky, P. (2015) A Framework for Multifaceted Evaluation of Student Models. In: Proceedings of the 8th International Conference on Educational Data Mining (EDM 2015), Madrid, Spain, pp. 203-210. ([http://www.educationaldatamining.org/EDM2015/uploads/papers/paper_164.pdf paper]) ([http://www.slideshare.net/huangyun/2015edm-a-framework-for-multifaceted-evaluation-of-student-models-polygon presentation])&lt;br /&gt;
* Huang, Y., González-Brenes, J. P., Brusilovsky, P. (2015) Challenges of Using Observational Data to Determine the Importance of Example Usage. In: Proceedings of the 17th International Conference on Artificial Intelligence in Education (AIED 2015), Madrid, Spain, pp. 633-637. ([http://d-scholarship.pitt.edu/26056/ paper])&lt;br /&gt;
* Gonzalez-Brenes, J. P., Huang, Y. (2015) Your model is predictive— but is it useful? Theoretical and Empirical Considerations of a New Paradigm for Adaptive Tutoring Evaluation. In: Proceedings of the 8th International Conference on Educational Data Mining (EDM 2015), Madrid, Spain, pp. 187-194. ([http://d-scholarship.pitt.edu/26046/ paper] [http://www.slideshare.net/huangyun/2015-edm-leopard-for-adaptive-tutoring-evaluation presentation])&lt;br /&gt;
* Gonzalez-Brenes, J. P., Huang, Y. The Leopard Framework: Towards understanding educational technology interventions with a Pareto Efficiency Perspective. In: The ICML 2015 Workshop on Machine Learning for Education (ICML 2015), Lille, France, 2015. ([https://dsp.rice.edu/sites/dsp.rice.edu/files/leopard_evaluation(1).pdf paper])&lt;br /&gt;
* Gonzalez-Brenes, J. P., Huang, Y. Using Data from Real and Simulated Learners to Evaluate Adaptive Tutoring Systems. In: 2nd AIED Workshop on Simulated Learners at the 17th Intl. Conf. on Artificial Intelligence in Education (AIED 2015), Madrid, Spain, 2015. ([http://ceur-ws.org/Vol-1432/sl_pap4.pdf paper])&lt;br /&gt;
* Brusilovsky, P., Somyurek, S., Guerra, J., Hosseini, R., and Zadorozhny, V. (2015) The Value of Social: Comparing Open Student Modeling and Open Social Student Modeling. In: F. Ricci, K. Bontcheva, O. Conlan and S. Lawless (eds.) Proceedings of 23nd Conference on User Modeling, Adaptation and Personalization (UMAP 2015), Dublin, Ireland, , June 29 - July 3, 2015, Springer Verlag, pp. 44-55 ([https://www.researchgate.net/publication/280805929_The_Value_of_Social_Comparing_Open_Student_Modeling_and_Open_Social_Student_Modeling paper] [http://www.slideshare.net/pbrusilovsky/umap2015-mg presentation])&lt;br /&gt;
* Guerra, J., Huang, Y., Hosseini, R., &amp;amp; Brusilovsky, P. (2015, June). Graph Analysis of Student Model Networks. In Proceedings of the Second International Workshop on Graph-Based Educational Data Mining (GEDM 2015). CEUR-WS. ([https://d-scholarship.pitt.edu/secure/25933/1/graph_analysis.pdf paper]) ([http://www.slideshare.net/mallium/graph-analysis-of-student-model-networks presentation])&lt;br /&gt;
* Guerra, J., Huang, Y., Hosseini, R., &amp;amp; Brusilovsky, P. Exploring the Effects of Open Social Student Model Beyond Social Comparison. In ISLG 2015 Fourth Workshop on Intelligent Support for Learning in Groups (p. 19). ([https://d-scholarship.pitt.edu/secure/25931/1/islg_pap4.pdf paper]) ([http://www.slideshare.net/mallium/exploring-the-effects-of-open-social-student-model-beyond-social-comparison poster])&lt;br /&gt;
* Hosseini, R., Hsiao, I.-H., Guerra, J., Brusilovsky, P. (2015) Off the Beaten Path: The Impact of Adaptive Content Sequencing on Student Navigation in an Open Social Student Modeling Interface. In: Proceedings of the 17th International Conference on Artificial Intelligence in Education (AIED 2015), Madrid, Spain, pp. 624-628. ([https://d-scholarship.pitt.edu/secure/25938/1/paper_183.pdf paper]) ([http://www.slideshare.net/RoyaHosseini1/aied-2015-poster-off-the-beaten-path-the-impact-of-adaptive-content-sequencing-on-student-navigation-in-an-open-social-student-modeling-interface poster])&lt;br /&gt;
* Hosseini, R., Hsiao, I.-H., Guerra, J., Brusilovsky, P. (2015) What Should I Do Next? Adaptive Sequencing in the Context of Open Social Student Modeling. Proceedings of 10th European Conference on Technology Enhanced Learning (EC-TEL 2015), Toledo, Spain, September 15-18, 2015, pp. 155-168. ([http://d-scholarship.pitt.edu/26266/1/camera_ready.pdf paper])([http://www.slideshare.net/RoyaHosseini1/ectel-2015 presentation]).&lt;br /&gt;
* Somyürek, S. &amp;amp; Brusilovsky, P. (2015). Impact of Open Social Student Modeling on Self-Assessment of Performance. Proceedings of World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education 2009 (E-Learn 2015). Kona, Hawaii, United States, October 19-22, 2015&lt;br /&gt;
* Hosseini, R., Sirkiä, T., Guerra, J., Brusilovsky, P., Malmi, L. (2016) Animated Examples as Practice Content in a Java Programming Course. Proceedings of the 47th ACM technical symposium on Computer Science Education (SIGCSE), Memphis, Tennessee, March 2-5, 2016. ([http://d-scholarship.pitt.edu/28928/1/sigcse2016.pdf paper])  ([http://www.slideshare.net/RoyaHosseini1/sigcse-2016 presentation])&lt;br /&gt;
* Guerra, J., Hosseini, R., Somyurek, S., and Brusilovsky, P. (2016) An Intelligent Interface for Learning Content: Combining an Open Learner Model and Social Comparison to Support Self-Regulated Learning and Engagement. In: Proceedings of Proceedings of the 21st International Conference on Intelligent User Interfaces (IUI &#039;16), Sonoma, California, USA, ACM, pp. 152-163. ([https://d-scholarship.pitt.edu/secure/27083/1/sigcse2016.pdf paper])  ([http://www.slideshare.net/RoyaHosseini1/sigcse-2016 presentation])&lt;br /&gt;
* Brusilovsky, P., Somyurek, S., Guerra, J., Hosseini, R., Zadorozhny, V., and Durlach, P. (2016) The Value of Social: Comparing Open Student Modeling and Open Social Student Modeling. IEEE Transactions on Emerging Topics in Computing 4 (3), 450-461. ([https://www.computer.org/csdl/trans/ec/2016/03/07359179.pdf paper])&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5007</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5007"/>
		<updated>2026-01-12T02:02:58Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Past Doctoral Students */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Faculty ==&lt;br /&gt;
&amp;lt;gallery&amp;gt;&lt;br /&gt;
Image:Peter.jpg|&#039;&#039;&#039;[[User:Peterb | Peter Brusilovsky]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Director&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:Jordan.jpeg|[http://pitt.edu/~jab464 Jordan Barria-Pineda]&lt;br /&gt;
&lt;br /&gt;
Image:rully.jpeg|[https://ruhendrawan.com/ Rully Hendrawan]&amp;lt;br/&amp;gt; Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
&lt;br /&gt;
Image:moh70.jpg|[https://themhassany.github.io/ Mohammad Hassany]&lt;br /&gt;
&lt;br /&gt;
Image:arun.jpeg|[https://a2un.github.io/ Arun Lekshmi-Narayanan]&lt;br /&gt;
&lt;br /&gt;
Image:Rafaella.jpg|[https://www.linkedin.com/in/rafaella-sampaio-de-alencar/ Rafaella]&lt;br /&gt;
&lt;br /&gt;
Image:Quinn.jpg|[https://quinnkwolter.com/#page-top Quinn Wolter]&lt;br /&gt;
&lt;br /&gt;
Image:Marzieh.jpg|[https://www.linkedin.com/in/marzieh-alidadi/ Marzieh]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Kamil.jpg|[http://pitt.edu/~kaa108 Kamil Akhuseyinoglu]&amp;lt;br/&amp;gt;PostDoc, Carnegie Mellon&lt;br /&gt;
Image:behnam.jpg|[http://pitt.edu/~ber58 Behnam Rahdari]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]], [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&amp;lt;br/&amp;gt; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker] &amp;lt;br/&amp;gt;Projects: [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&lt;br /&gt;
Image:Arezou.jpg|[https://www.linkedin.com/in/arezou-farzaneh/ Arezou Farzaneh]&lt;br /&gt;
Image:Avatar.jpg|[http://pitt.edu/~hkc6 Hung Chau]&amp;lt;br /&amp;gt;Applied Scientist, Zillow&lt;br /&gt;
Image:zrisha.png|[https://zakrisha.com Zak Risha] &amp;lt;br /&amp;gt; [https://facetlab.pitt.edu/ FACETLab]&lt;br /&gt;
Image:Tsai.jpg|[http://www.cht77.com/ Chun-Hua Tsai] &amp;lt;br/&amp;gt;Assistant Professor, College of Information Science and Technology, University of Nebraska at Omaha&lt;br /&gt;
Image:Roya.jpg|[[User:R.hosseini | Roya Hosseini]]  &amp;lt;br/&amp;gt;Senior Applied Scientist, Microsoft&lt;br /&gt;
Image:yunhuang.png|[http://columbus.exp.sis.pitt.edu/yunhuang/index.htm Yun Huang] &amp;lt;br/&amp;gt; Assistant professor, Universidad Austral de Chile&lt;br /&gt;
Image:Julio.jpg|[[User:Julio | Julio Daniel Guerra]]&amp;lt;br/&amp;gt;Projects: [[Mastery Grids Interface|Mastery Grids]] &amp;lt;br/&amp;gt; Professor of Computer Science, Universidad Austral de Chile&lt;br /&gt;
Image:xidao.jpg|[[User:Xidao| Xidao Wen]]&amp;lt;br/&amp;gt;  Postdoctoral Researcher, Tsinghua University&lt;br /&gt;
Image:Shaghayeghsahebi.jpg|[[User:Sherry | Shaghayegh Sahebi (Sherry)]] &amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, University at Albany - State University of New York&lt;br /&gt;
Image:Clau.JPG|[[User:Clau | Claudia López]] &amp;lt;br/&amp;gt;Associate Professor, Departamento de Informática, Universidad Técnica Federico Santa María, Chile&lt;br /&gt;
Image:Kong.png|[[User:Chirayu | Chirayu Wongchokprasitti]] &amp;lt;br/&amp;gt;Projects: [[CN3]], [[CoMeT]]&amp;lt;br/&amp;gt; Department of Biomedical Informatics, University of Pittsburgh&lt;br /&gt;
Image:Tomek.jpeg| [https://www.linkedin.com/in/tomekloboda/ Tomek Loboda]&amp;lt;br/&amp;gt;Projects: [[WADEIn]], [[Mastery Grids Interface|Mastery Grids]]&amp;lt;br/&amp;gt; Data Scientist&lt;br /&gt;
Image:jennifer.jpg|[[User:Jennifer | Jennifer (Yiling) Lin]]&amp;lt;br/&amp;gt;Associate Professor, Department of Information Management, National Sun Yat-Sen University.&lt;br /&gt;
Image:Denis_PAWS_blog.jpg|[[User:Dparra | Denis Parra]]&amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, School of Engineering, Pontificia Universidad Católica de Chile&lt;br /&gt;
Image:Sergey.jpg|[[User:Sergey | Sergey Sosnovsky]]&amp;lt;br&amp;gt;Associate Professor, Utrecht University, Netherlands&lt;br /&gt;
Image:Hsiao.jpg|[[User:Shoha99 | Sharon (I-Han) Hsiao]]&amp;lt;br/&amp;gt;Projects: [[AnnotEx]], [[QuizJET]], [[Progressor]], [[ProgressorPlus]]&amp;lt;br/&amp;gt;Assistant Professor and David Packard endowed junior fellow, Department of Computer Science and Engineering, Santa Clara University&lt;br /&gt;
Image:Danielle.gif|[[User:Suleehs | Danielle H. Lee]]&amp;lt;br/&amp;gt;Projects: [[Eventur]], [[Proactive]]&amp;lt;br/&amp;gt;Associate Professor, Management Information Systems, Chung-Ang University, Korea&lt;br /&gt;
Image:Michael_V_Yudelson.gif|&#039;&#039;&#039;[[User:Myudelson | Michael V. Yudelson]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Projects: [[Knowledge Tree]], [[CUMULATE]], [[PERSEUS]], [[NavEx]], [[CoPE]], [[WebEx]]&amp;lt;br/&amp;gt;Staff Data Scientist, Chegg&lt;br /&gt;
Image:jaewook-1.jpg|[[User:Jahn | Jae-wook Ahn]]&amp;lt;br/&amp;gt;Projects: [[ADVISE]], [[Adaptive VIBE]], [[YourNews]], [[TaskSieve]], [[NameSieve]]&amp;lt;br/&amp;gt;Research Staff Member, Distributed AI, IBM Research&lt;br /&gt;
Image:RostaFarzan.jpg|[[User:Rostaf | Rosta Farzan]]&amp;lt;br/&amp;gt;Professor, School of Computing and Information, University of Pittsburgh.&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Master Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:ZaraBlum.jpeg|[https://www.linkedin.com/in/zarajblum/ Zara Blum]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
Image:Gangeshwari_Rajavelu.png|[https://www.linkedin.com/in/gangeshwari-rajavelu-94991137/ Gangeshwari Rajavelu]&lt;br /&gt;
Image:ShrutiSabusuresh.jpeg|[https://www.linkedin.com/in/shrutisabusuresh/ Shruti Sabusuresh]&amp;lt;br/&amp;gt;Projects: [[Smart Content]]&lt;br /&gt;
Image:WeiJeng.jpeg|[https://homepage.ntu.edu.tw/~wjeng/ Wei Jeng]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:ShaopengZhang.jpeg|[https://www.linkedin.com/in/shaopengzhang/ Shaopeng Zhang]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:Gayathri.jpeg|[https://www.linkedin.com/in/gayathrikrishnamoorthy/ Gayathri Krishnamoorthy]&lt;br /&gt;
Image:Dhruba.jpeg|[https://www.linkedin.com/in/dbaishya/ Dhruba Baishya]&lt;br /&gt;
Image:VikKhenat.jpeg|[https://www.linkedin.com/in/vik-khenat/ Vik Khenat]&lt;br /&gt;
Image:Chavan_girish.jpeg|[https://www.linkedin.com/in/girishchavan Girish Chavan]&amp;lt;br/&amp;gt;CTO Astrata Inc&lt;br /&gt;
Image:Tibor Dumitriu.gif|[http://www.sis.pitt.edu/~dumitriu/ Tibor Dumitriu]&amp;lt;br/&amp;gt;Projects: [http://ir.exp.sis.pitt.edu/advise/ AdVisE]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Faculty ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:dr_bereket_yilma.jpg |[https://bekyilma.github.io/ Dr. Bereket Yilma]&lt;br /&gt;
Image:Jaakko peltonen 215x296.jpg|[http://users.ics.aalto.fi/jtpelto// Jaakko Peltonen]&lt;br /&gt;
Image:IMG_0611.JPG|[http://www.dcs.warwick.ac.uk/~acristea/ Alexandra I. Cristea]&lt;br /&gt;
Image:Sibel.jpg|[http://sibelsomyurek.com/ Sibel Somyürek]&lt;br /&gt;
Image:Susan_bull.png|[https://www.researchgate.net/profile/Susan_Bull2 Susan Bull]&lt;br /&gt;
Image:KatrienVerbert.jpg|[http://people.cs.kuleuven.be/~katrien.verbert/KatrienVerbert/Katrien_Verbert.html Katrien Verbert]&lt;br /&gt;
Image:Roman bednarik.png|[http://cs.uef.fi/~rbednari/ Roman Bednarik]&lt;br /&gt;
Image:TanjaMitrovic.jpg|[http://www.cosc.canterbury.ac.nz/tanja.mitrovic/ Tanja Mitrovic]&lt;br /&gt;
Image:Eva millan.gif|[http://www.lcc.uma.es/~eva/ Eva Millán Valldeperas]&lt;br /&gt;
Image:Julita vasilleva.gif|[http://www.cs.usask.ca/faculty/julita/ Julita Vassileva]&lt;br /&gt;
Image:NicolaHenze.gif|[http://www.kbs.uni-hannover.de/~henze/ Nicola Henze]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Scholars == &lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:alice.jpg |[https://research-portal.uu.nl/en/persons/alice-micheli Alice Micheli] &amp;lt;br/&amp;gt; Utrecht University, Netherlands&lt;br /&gt;
Image:1648208030273.jpg | [https://www.linkedin.com/in/maxwellszymanski/ Maxwell Szymanski] &amp;lt;br/&amp;gt; KU Leuven, Belgium&lt;br /&gt;
Image:Francesco.jpeg | [https://www.ifi.uzh.ch/en/zest/team/francesco_sovrano.html Francesco Sovrano] &amp;lt;br/&amp;gt; Universita Degli Studi Bologna, Italy&lt;br /&gt;
Image:boet_hubert.jpg |[https://www.linkedin.com/in/hubertboet/ Hubert Boët] &amp;lt;br/&amp;gt; Université Sorbonne Paris Nord&lt;br /&gt;
Image:Laia_alb%C3%B3.png|[https://scholar.google.es/citations?user=G8XglngAAAAJ&amp;amp;hl=ca Laia Albó] &amp;lt;br/&amp;gt; Universitat Pompeu Fabra, Barcelona&lt;br /&gt;
Image:huhtamaki-jukka-300.jpg|[http://www.linkedin.com/in/jukkahuhtamaki Jukka Huhtamäki]&amp;lt;br/&amp;gt;University of Tampere, Finland&lt;br /&gt;
Image:CECILIA.jpeg|[https://www.linkedin.com/in/cecilia-di-sciascio/ Cecilia di Sciascio]&amp;lt;br/&amp;gt;Know Center, Graz, Austria&lt;br /&gt;
Image:Andrew.jpg|[https://www.researchgate.net/profile/Shuchen-Li Shuchen Li] &amp;lt;br/&amp;gt;Beijing University of Posts and Telecommunications&lt;br /&gt;
Image:Rafael.png|[https://rafaelrda.wordpress.com Rafael Dias Araújo]&amp;lt;br/&amp;gt;Assistant Professor&amp;lt;br/&amp;gt;Federal University of Uberlandia, Brazil&lt;br /&gt;
Image:Ayca cebi.jpg|[https://ktu.academia.edu/aycacebi Ayça ÇEBİ] &amp;lt;br/&amp;gt;Trabzon University&lt;br /&gt;
Image:File crop1 1183908 y 384.jpg|[https://people.aalto.fi/index.html?profilepage=isfor#!teemu_sirkia Teemu Sirkiä]&amp;lt;br/&amp;gt;Aalto University, Finland&lt;br /&gt;
Image:Chris_face.jpg|[https://www.christophtrattner.info/ Christof Trattner]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Bergen&lt;br /&gt;
Image:Michelle_liang.JPG|[https://www.linkedin.com/in/drmichelleliang/ Michelle Liang]&lt;br /&gt;
Image:Yetunde.JPG|[https://wit.edu/directory/yetunde-folajimi Yetunde Folajimi] &amp;lt;br/&amp;gt;Associate Professor&amp;lt;br/&amp;gt;Wentworth Institute of Technology&lt;br /&gt;
Image:Pkraker.jpg|[http://science20.wordpress.com Peter Kraker] &amp;lt;br/&amp;gt;Open Knowledge Maps&lt;br /&gt;
Image:Kim.jpg|Jaekyung Kim&lt;br /&gt;
Image:Jbravo.gif|[http://www.eps.uam.es/esp/personal/ficha.php?empid=367 Javier Bravo Agapito]&lt;br /&gt;
Image:MarkusKetterl1.jpg|[http://studip.serv.uni-osnabrueck.de/extern.php?username=mketterl&amp;amp;page_url=http://www.virtuos.uni-osnabrueck.de/VirtUOS/TemplStudipMitarbDetails&amp;amp;global_id=4c8fb9ddd4dde83366119b2031d39ab3 Markus Ketterl]&lt;br /&gt;
Image:Jillfreyne.jpg|[https://www.linkedin.com/in/jfreyne/ Jill Freyne]&amp;lt;br/&amp;gt;Deputy Chief Scientist&amp;lt;br/&amp;gt;CSIRO&lt;br /&gt;
Image:Robert.jpg|[https://bhh.hamburg.de/prof-dr-robert-mertens/ Robert Mertens] &amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;Berufliche Hochschule Hamburg&lt;br /&gt;
Image:Roman bednarik.png|[https://cs.joensuu.fi/~rbednari/ Roman Bednarik]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Eastern Finland&lt;br /&gt;
Image:Ewald ramp.jpg|[https://www.linkedin.com/in/ewaldramp/ Ewald W. A. Ramp]&amp;lt;br/&amp;gt;Strategic Systems &amp;amp; Technology Corporation&lt;br /&gt;
Image:Jacopo.jpg|[https://www.linkedin.com/in/jacopoarmani/ Jacopo Armani] &amp;lt;br/&amp;gt;Director/Producer &amp;lt;br/&amp;gt;Fireflies&lt;br /&gt;
Image:Liping_wang.jpg|Liping Wang&amp;lt;br/&amp;gt;JiLin University&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5006</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5006"/>
		<updated>2026-01-12T02:02:02Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Past Doctoral Students */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Faculty ==&lt;br /&gt;
&amp;lt;gallery&amp;gt;&lt;br /&gt;
Image:Peter.jpg|&#039;&#039;&#039;[[User:Peterb | Peter Brusilovsky]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Director&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:Jordan.jpeg|[http://pitt.edu/~jab464 Jordan Barria-Pineda]&lt;br /&gt;
&lt;br /&gt;
Image:rully.jpeg|[https://ruhendrawan.com/ Rully Hendrawan]&amp;lt;br/&amp;gt; Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
&lt;br /&gt;
Image:moh70.jpg|[https://themhassany.github.io/ Mohammad Hassany]&lt;br /&gt;
&lt;br /&gt;
Image:arun.jpeg|[https://a2un.github.io/ Arun Lekshmi-Narayanan]&lt;br /&gt;
&lt;br /&gt;
Image:Rafaella.jpg|[https://www.linkedin.com/in/rafaella-sampaio-de-alencar/ Rafaella]&lt;br /&gt;
&lt;br /&gt;
Image:Quinn.jpg|[https://quinnkwolter.com/#page-top Quinn Wolter]&lt;br /&gt;
&lt;br /&gt;
Image:Marzieh.jpg|[https://www.linkedin.com/in/marzieh-alidadi/ Marzieh]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Kamil.jpg|[http://pitt.edu/~kaa108 Kamil Akhuseyinoglu]&amp;lt;br/&amp;gt;PostDoc, Carnegie Mellon&lt;br /&gt;
Image:behnam.jpg|[http://pitt.edu/~ber58 Behnam Rahdari]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]], [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&amp;lt;br/&amp;gt; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker] &amp;lt;br/&amp;gt;Projects: [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&lt;br /&gt;
Image:Arezou.jpg|[https://www.linkedin.com/in/arezou-farzaneh/ Arezou Farzaneh]&lt;br /&gt;
Image:Avatar.jpg|[http://pitt.edu/~hkc6 Hung Chau]&amp;lt;br /&amp;gt;Applied Scientist, Zillow&lt;br /&gt;
Image:zrisha.png|[https://zakrisha.com Zak Risha] &amp;lt;br /&amp;gt; [https://facetlab.pitt.edu/ FACETLab]&lt;br /&gt;
Image:Tsai.jpg|[http://www.cht77.com/ Chun-Hua Tsai] &amp;lt;br/&amp;gt;Assistant Professor, College of Information Science and Technology, University of Nebraska at Omaha&lt;br /&gt;
Image:Roya.jpg|[[User:R.hosseini | Roya Hosseini]]  &amp;lt;br/&amp;gt;Senior Applied Scientist, Microsoft&lt;br /&gt;
Image:yunhuang.png|[http://columbus.exp.sis.pitt.edu/yunhuang/index.htm Yun Huang] &amp;lt;br/&amp;gt; Assistant professor, Universidad Austral de Chile&lt;br /&gt;
Image:Julio.jpg|[[User:Julio | Julio Daniel Guerra]]&amp;lt;br/&amp;gt;Projects: [[Mastery Grids Interface|Mastery Grids]] &amp;lt;br/&amp;gt; Professor of Computer Science, Universidad Austral de Chile&lt;br /&gt;
Image:xidao.jpg|[[User:Xidao| Xidao Wen]]&amp;lt;br/&amp;gt;  Postdoctoral Researcher, Tsinghua University&lt;br /&gt;
Image:Shaghayeghsahebi.jpg|[[User:Sherry | Shaghayegh Sahebi (Sherry)]] &amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, University at Albany - State University of New York&lt;br /&gt;
Image:Clau.JPG|[[User:Clau | Claudia López]] &amp;lt;br/&amp;gt;Associate Professor, Departamento de Informática, Universidad Técnica Federico Santa María, Chile&lt;br /&gt;
Image:Kong.png|[[User:Chirayu | Chirayu Wongchokprasitti]] &amp;lt;br/&amp;gt;Projects: [[CN3]], [[CoMeT]]&amp;lt;br/&amp;gt; Department of Biomedical Informatics, University of Pittsburgh&lt;br /&gt;
Image:Tomek.jpeg|[https://www.linkedin.com/in/tomekloboda/ | Tomek Loboda]&amp;lt;br/&amp;gt;Projects: [[WADEIn]], [[Mastery Grids Interface|Mastery Grids]]&amp;lt;br/&amp;gt; Data Scientist&lt;br /&gt;
Image:jennifer.jpg|[[User:Jennifer | Jennifer (Yiling) Lin]]&amp;lt;br/&amp;gt;Associate Professor, Department of Information Management, National Sun Yat-Sen University.&lt;br /&gt;
Image:Denis_PAWS_blog.jpg|[[User:Dparra | Denis Parra]]&amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, School of Engineering, Pontificia Universidad Católica de Chile&lt;br /&gt;
Image:Sergey.jpg|[[User:Sergey | Sergey Sosnovsky]]&amp;lt;br&amp;gt;Associate Professor, Utrecht University, Netherlands&lt;br /&gt;
Image:Hsiao.jpg|[[User:Shoha99 | Sharon (I-Han) Hsiao]]&amp;lt;br/&amp;gt;Projects: [[AnnotEx]], [[QuizJET]], [[Progressor]], [[ProgressorPlus]]&amp;lt;br/&amp;gt;Assistant Professor and David Packard endowed junior fellow, Department of Computer Science and Engineering, Santa Clara University&lt;br /&gt;
Image:Danielle.gif|[[User:Suleehs | Danielle H. Lee]]&amp;lt;br/&amp;gt;Projects: [[Eventur]], [[Proactive]]&amp;lt;br/&amp;gt;Associate Professor, Management Information Systems, Chung-Ang University, Korea&lt;br /&gt;
Image:Michael_V_Yudelson.gif|&#039;&#039;&#039;[[User:Myudelson | Michael V. Yudelson]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Projects: [[Knowledge Tree]], [[CUMULATE]], [[PERSEUS]], [[NavEx]], [[CoPE]], [[WebEx]]&amp;lt;br/&amp;gt;Staff Data Scientist, Chegg&lt;br /&gt;
Image:jaewook-1.jpg|[[User:Jahn | Jae-wook Ahn]]&amp;lt;br/&amp;gt;Projects: [[ADVISE]], [[Adaptive VIBE]], [[YourNews]], [[TaskSieve]], [[NameSieve]]&amp;lt;br/&amp;gt;Research Staff Member, Distributed AI, IBM Research&lt;br /&gt;
Image:RostaFarzan.jpg|[[User:Rostaf | Rosta Farzan]]&amp;lt;br/&amp;gt;Professor, School of Computing and Information, University of Pittsburgh.&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Master Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:ZaraBlum.jpeg|[https://www.linkedin.com/in/zarajblum/ Zara Blum]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
Image:Gangeshwari_Rajavelu.png|[https://www.linkedin.com/in/gangeshwari-rajavelu-94991137/ Gangeshwari Rajavelu]&lt;br /&gt;
Image:ShrutiSabusuresh.jpeg|[https://www.linkedin.com/in/shrutisabusuresh/ Shruti Sabusuresh]&amp;lt;br/&amp;gt;Projects: [[Smart Content]]&lt;br /&gt;
Image:WeiJeng.jpeg|[https://homepage.ntu.edu.tw/~wjeng/ Wei Jeng]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:ShaopengZhang.jpeg|[https://www.linkedin.com/in/shaopengzhang/ Shaopeng Zhang]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:Gayathri.jpeg|[https://www.linkedin.com/in/gayathrikrishnamoorthy/ Gayathri Krishnamoorthy]&lt;br /&gt;
Image:Dhruba.jpeg|[https://www.linkedin.com/in/dbaishya/ Dhruba Baishya]&lt;br /&gt;
Image:VikKhenat.jpeg|[https://www.linkedin.com/in/vik-khenat/ Vik Khenat]&lt;br /&gt;
Image:Chavan_girish.jpeg|[https://www.linkedin.com/in/girishchavan Girish Chavan]&amp;lt;br/&amp;gt;CTO Astrata Inc&lt;br /&gt;
Image:Tibor Dumitriu.gif|[http://www.sis.pitt.edu/~dumitriu/ Tibor Dumitriu]&amp;lt;br/&amp;gt;Projects: [http://ir.exp.sis.pitt.edu/advise/ AdVisE]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Faculty ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:dr_bereket_yilma.jpg |[https://bekyilma.github.io/ Dr. Bereket Yilma]&lt;br /&gt;
Image:Jaakko peltonen 215x296.jpg|[http://users.ics.aalto.fi/jtpelto// Jaakko Peltonen]&lt;br /&gt;
Image:IMG_0611.JPG|[http://www.dcs.warwick.ac.uk/~acristea/ Alexandra I. Cristea]&lt;br /&gt;
Image:Sibel.jpg|[http://sibelsomyurek.com/ Sibel Somyürek]&lt;br /&gt;
Image:Susan_bull.png|[https://www.researchgate.net/profile/Susan_Bull2 Susan Bull]&lt;br /&gt;
Image:KatrienVerbert.jpg|[http://people.cs.kuleuven.be/~katrien.verbert/KatrienVerbert/Katrien_Verbert.html Katrien Verbert]&lt;br /&gt;
Image:Roman bednarik.png|[http://cs.uef.fi/~rbednari/ Roman Bednarik]&lt;br /&gt;
Image:TanjaMitrovic.jpg|[http://www.cosc.canterbury.ac.nz/tanja.mitrovic/ Tanja Mitrovic]&lt;br /&gt;
Image:Eva millan.gif|[http://www.lcc.uma.es/~eva/ Eva Millán Valldeperas]&lt;br /&gt;
Image:Julita vasilleva.gif|[http://www.cs.usask.ca/faculty/julita/ Julita Vassileva]&lt;br /&gt;
Image:NicolaHenze.gif|[http://www.kbs.uni-hannover.de/~henze/ Nicola Henze]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Scholars == &lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:alice.jpg |[https://research-portal.uu.nl/en/persons/alice-micheli Alice Micheli] &amp;lt;br/&amp;gt; Utrecht University, Netherlands&lt;br /&gt;
Image:1648208030273.jpg | [https://www.linkedin.com/in/maxwellszymanski/ Maxwell Szymanski] &amp;lt;br/&amp;gt; KU Leuven, Belgium&lt;br /&gt;
Image:Francesco.jpeg | [https://www.ifi.uzh.ch/en/zest/team/francesco_sovrano.html Francesco Sovrano] &amp;lt;br/&amp;gt; Universita Degli Studi Bologna, Italy&lt;br /&gt;
Image:boet_hubert.jpg |[https://www.linkedin.com/in/hubertboet/ Hubert Boët] &amp;lt;br/&amp;gt; Université Sorbonne Paris Nord&lt;br /&gt;
Image:Laia_alb%C3%B3.png|[https://scholar.google.es/citations?user=G8XglngAAAAJ&amp;amp;hl=ca Laia Albó] &amp;lt;br/&amp;gt; Universitat Pompeu Fabra, Barcelona&lt;br /&gt;
Image:huhtamaki-jukka-300.jpg|[http://www.linkedin.com/in/jukkahuhtamaki Jukka Huhtamäki]&amp;lt;br/&amp;gt;University of Tampere, Finland&lt;br /&gt;
Image:CECILIA.jpeg|[https://www.linkedin.com/in/cecilia-di-sciascio/ Cecilia di Sciascio]&amp;lt;br/&amp;gt;Know Center, Graz, Austria&lt;br /&gt;
Image:Andrew.jpg|[https://www.researchgate.net/profile/Shuchen-Li Shuchen Li] &amp;lt;br/&amp;gt;Beijing University of Posts and Telecommunications&lt;br /&gt;
Image:Rafael.png|[https://rafaelrda.wordpress.com Rafael Dias Araújo]&amp;lt;br/&amp;gt;Assistant Professor&amp;lt;br/&amp;gt;Federal University of Uberlandia, Brazil&lt;br /&gt;
Image:Ayca cebi.jpg|[https://ktu.academia.edu/aycacebi Ayça ÇEBİ] &amp;lt;br/&amp;gt;Trabzon University&lt;br /&gt;
Image:File crop1 1183908 y 384.jpg|[https://people.aalto.fi/index.html?profilepage=isfor#!teemu_sirkia Teemu Sirkiä]&amp;lt;br/&amp;gt;Aalto University, Finland&lt;br /&gt;
Image:Chris_face.jpg|[https://www.christophtrattner.info/ Christof Trattner]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Bergen&lt;br /&gt;
Image:Michelle_liang.JPG|[https://www.linkedin.com/in/drmichelleliang/ Michelle Liang]&lt;br /&gt;
Image:Yetunde.JPG|[https://wit.edu/directory/yetunde-folajimi Yetunde Folajimi] &amp;lt;br/&amp;gt;Associate Professor&amp;lt;br/&amp;gt;Wentworth Institute of Technology&lt;br /&gt;
Image:Pkraker.jpg|[http://science20.wordpress.com Peter Kraker] &amp;lt;br/&amp;gt;Open Knowledge Maps&lt;br /&gt;
Image:Kim.jpg|Jaekyung Kim&lt;br /&gt;
Image:Jbravo.gif|[http://www.eps.uam.es/esp/personal/ficha.php?empid=367 Javier Bravo Agapito]&lt;br /&gt;
Image:MarkusKetterl1.jpg|[http://studip.serv.uni-osnabrueck.de/extern.php?username=mketterl&amp;amp;page_url=http://www.virtuos.uni-osnabrueck.de/VirtUOS/TemplStudipMitarbDetails&amp;amp;global_id=4c8fb9ddd4dde83366119b2031d39ab3 Markus Ketterl]&lt;br /&gt;
Image:Jillfreyne.jpg|[https://www.linkedin.com/in/jfreyne/ Jill Freyne]&amp;lt;br/&amp;gt;Deputy Chief Scientist&amp;lt;br/&amp;gt;CSIRO&lt;br /&gt;
Image:Robert.jpg|[https://bhh.hamburg.de/prof-dr-robert-mertens/ Robert Mertens] &amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;Berufliche Hochschule Hamburg&lt;br /&gt;
Image:Roman bednarik.png|[https://cs.joensuu.fi/~rbednari/ Roman Bednarik]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Eastern Finland&lt;br /&gt;
Image:Ewald ramp.jpg|[https://www.linkedin.com/in/ewaldramp/ Ewald W. A. Ramp]&amp;lt;br/&amp;gt;Strategic Systems &amp;amp; Technology Corporation&lt;br /&gt;
Image:Jacopo.jpg|[https://www.linkedin.com/in/jacopoarmani/ Jacopo Armani] &amp;lt;br/&amp;gt;Director/Producer &amp;lt;br/&amp;gt;Fireflies&lt;br /&gt;
Image:Liping_wang.jpg|Liping Wang&amp;lt;br/&amp;gt;JiLin University&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=File:Tomek.jpeg&amp;diff=5005</id>
		<title>File:Tomek.jpeg</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=File:Tomek.jpeg&amp;diff=5005"/>
		<updated>2026-01-12T02:00:44Z</updated>

		<summary type="html">&lt;p&gt;Peterb: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5004</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5004"/>
		<updated>2026-01-12T01:59:46Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Past Doctoral Students */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Faculty ==&lt;br /&gt;
&amp;lt;gallery&amp;gt;&lt;br /&gt;
Image:Peter.jpg|&#039;&#039;&#039;[[User:Peterb | Peter Brusilovsky]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Director&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:Jordan.jpeg|[http://pitt.edu/~jab464 Jordan Barria-Pineda]&lt;br /&gt;
&lt;br /&gt;
Image:rully.jpeg|[https://ruhendrawan.com/ Rully Hendrawan]&amp;lt;br/&amp;gt; Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
&lt;br /&gt;
Image:moh70.jpg|[https://themhassany.github.io/ Mohammad Hassany]&lt;br /&gt;
&lt;br /&gt;
Image:arun.jpeg|[https://a2un.github.io/ Arun Lekshmi-Narayanan]&lt;br /&gt;
&lt;br /&gt;
Image:Rafaella.jpg|[https://www.linkedin.com/in/rafaella-sampaio-de-alencar/ Rafaella]&lt;br /&gt;
&lt;br /&gt;
Image:Quinn.jpg|[https://quinnkwolter.com/#page-top Quinn Wolter]&lt;br /&gt;
&lt;br /&gt;
Image:Marzieh.jpg|[https://www.linkedin.com/in/marzieh-alidadi/ Marzieh]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Kamil.jpg|[http://pitt.edu/~kaa108 Kamil Akhuseyinoglu]&amp;lt;br/&amp;gt;PostDoc, Carnegie Mellon&lt;br /&gt;
Image:behnam.jpg|[http://pitt.edu/~ber58 Behnam Rahdari]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]], [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&amp;lt;br/&amp;gt; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker] &amp;lt;br/&amp;gt;Projects: [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&lt;br /&gt;
Image:Arezou.jpg|[https://www.linkedin.com/in/arezou-farzaneh/ Arezou Farzaneh]&lt;br /&gt;
Image:Avatar.jpg|[http://pitt.edu/~hkc6 Hung Chau]&amp;lt;br /&amp;gt;Applied Scientist, Zillow&lt;br /&gt;
Image:zrisha.png|[https://zakrisha.com Zak Risha] &amp;lt;br /&amp;gt; [https://facetlab.pitt.edu/ FACETLab]&lt;br /&gt;
Image:Tsai.jpg|[http://www.cht77.com/ Chun-Hua Tsai] &amp;lt;br/&amp;gt;Assistant Professor, College of Information Science and Technology, University of Nebraska at Omaha&lt;br /&gt;
Image:Roya.jpg|[[User:R.hosseini | Roya Hosseini]]  &amp;lt;br/&amp;gt;Senior Applied Scientist, Microsoft&lt;br /&gt;
Image:yunhuang.png|[http://columbus.exp.sis.pitt.edu/yunhuang/index.htm Yun Huang] &amp;lt;br/&amp;gt; Assistant professor, Universidad Austral de Chile&lt;br /&gt;
Image:Julio.jpg|[[User:Julio | Julio Daniel Guerra]] &amp;lt;br/&amp;gt; Professor of Computer Science, Universidad Austral de Chile&lt;br /&gt;
Image:xidao.jpg|[[User:Xidao| Xidao Wen]]&amp;lt;br/&amp;gt;  Postdoctoral Researcher, Tsinghua University&lt;br /&gt;
Image:Shaghayeghsahebi.jpg|[[User:Sherry | Shaghayegh Sahebi (Sherry)]] &amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, University at Albany - State University of New York&lt;br /&gt;
Image:Clau.JPG|[[User:Clau | Claudia López]] &amp;lt;br/&amp;gt;Associate Professor, Departamento de Informática, Universidad Técnica Federico Santa María, Chile&lt;br /&gt;
Image:Kong.png|[[User:Chirayu | Chirayu Wongchokprasitti]] &amp;lt;br/&amp;gt;Projects: [[CN3]], [[CoMeT]]&amp;lt;br/&amp;gt; Department of Biomedical Informatics, University of Pittsburgh&lt;br /&gt;
Image:Tomek.png|[https://www.linkedin.com/in/tomekloboda/ | Tomek Loboda] &amp;lt;br/&amp;gt;Projects: [[WADEIn]], [[Mastery Grids Interface|Mastery Grids]]&amp;lt;br/&amp;gt; Data Scientist&lt;br /&gt;
Image:jennifer.jpg|[[User:Jennifer | Jennifer (Yiling) Lin]]&amp;lt;br/&amp;gt;Associate Professor, Department of Information Management, National Sun Yat-Sen University.&lt;br /&gt;
Image:Denis_PAWS_blog.jpg|[[User:Dparra | Denis Parra]]&amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, School of Engineering, Pontificia Universidad Católica de Chile&lt;br /&gt;
Image:Sergey.jpg|[[User:Sergey | Sergey Sosnovsky]]&amp;lt;br&amp;gt;Associate Professor, Utrecht University, Netherlands&lt;br /&gt;
Image:Hsiao.jpg|[[User:Shoha99 | Sharon (I-Han) Hsiao]]&amp;lt;br/&amp;gt;Projects: [[AnnotEx]], [[QuizJET]], [[Progressor]], [[ProgressorPlus]]&amp;lt;br/&amp;gt;Assistant Professor and David Packard endowed junior fellow, Department of Computer Science and Engineering, Santa Clara University&lt;br /&gt;
Image:Danielle.gif|[[User:Suleehs | Danielle H. Lee]]&amp;lt;br/&amp;gt;Projects: [[Eventur]], [[Proactive]]&amp;lt;br/&amp;gt;Associate Professor, Management Information Systems, Chung-Ang University, Korea&lt;br /&gt;
Image:Michael_V_Yudelson.gif|&#039;&#039;&#039;[[User:Myudelson | Michael V. Yudelson]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Projects: [[Knowledge Tree]], [[CUMULATE]], [[PERSEUS]], [[NavEx]], [[CoPE]], [[WebEx]]&amp;lt;br/&amp;gt;Staff Data Scientist, Chegg&lt;br /&gt;
Image:jaewook-1.jpg|[[User:Jahn | Jae-wook Ahn]]&amp;lt;br/&amp;gt;Projects: [[ADVISE]], [[Adaptive VIBE]], [[YourNews]], [[TaskSieve]], [[NameSieve]]&amp;lt;br/&amp;gt;Research Staff Member, Distributed AI, IBM Research&lt;br /&gt;
Image:RostaFarzan.jpg|[[User:Rostaf | Rosta Farzan]]&amp;lt;br/&amp;gt;Professor, School of Computing and Information, University of Pittsburgh.&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Master Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:ZaraBlum.jpeg|[https://www.linkedin.com/in/zarajblum/ Zara Blum]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
Image:Gangeshwari_Rajavelu.png|[https://www.linkedin.com/in/gangeshwari-rajavelu-94991137/ Gangeshwari Rajavelu]&lt;br /&gt;
Image:ShrutiSabusuresh.jpeg|[https://www.linkedin.com/in/shrutisabusuresh/ Shruti Sabusuresh]&amp;lt;br/&amp;gt;Projects: [[Smart Content]]&lt;br /&gt;
Image:WeiJeng.jpeg|[https://homepage.ntu.edu.tw/~wjeng/ Wei Jeng]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:ShaopengZhang.jpeg|[https://www.linkedin.com/in/shaopengzhang/ Shaopeng Zhang]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:Gayathri.jpeg|[https://www.linkedin.com/in/gayathrikrishnamoorthy/ Gayathri Krishnamoorthy]&lt;br /&gt;
Image:Dhruba.jpeg|[https://www.linkedin.com/in/dbaishya/ Dhruba Baishya]&lt;br /&gt;
Image:VikKhenat.jpeg|[https://www.linkedin.com/in/vik-khenat/ Vik Khenat]&lt;br /&gt;
Image:Chavan_girish.jpeg|[https://www.linkedin.com/in/girishchavan Girish Chavan]&amp;lt;br/&amp;gt;CTO Astrata Inc&lt;br /&gt;
Image:Tibor Dumitriu.gif|[http://www.sis.pitt.edu/~dumitriu/ Tibor Dumitriu]&amp;lt;br/&amp;gt;Projects: [http://ir.exp.sis.pitt.edu/advise/ AdVisE]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Faculty ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:dr_bereket_yilma.jpg |[https://bekyilma.github.io/ Dr. Bereket Yilma]&lt;br /&gt;
Image:Jaakko peltonen 215x296.jpg|[http://users.ics.aalto.fi/jtpelto// Jaakko Peltonen]&lt;br /&gt;
Image:IMG_0611.JPG|[http://www.dcs.warwick.ac.uk/~acristea/ Alexandra I. Cristea]&lt;br /&gt;
Image:Sibel.jpg|[http://sibelsomyurek.com/ Sibel Somyürek]&lt;br /&gt;
Image:Susan_bull.png|[https://www.researchgate.net/profile/Susan_Bull2 Susan Bull]&lt;br /&gt;
Image:KatrienVerbert.jpg|[http://people.cs.kuleuven.be/~katrien.verbert/KatrienVerbert/Katrien_Verbert.html Katrien Verbert]&lt;br /&gt;
Image:Roman bednarik.png|[http://cs.uef.fi/~rbednari/ Roman Bednarik]&lt;br /&gt;
Image:TanjaMitrovic.jpg|[http://www.cosc.canterbury.ac.nz/tanja.mitrovic/ Tanja Mitrovic]&lt;br /&gt;
Image:Eva millan.gif|[http://www.lcc.uma.es/~eva/ Eva Millán Valldeperas]&lt;br /&gt;
Image:Julita vasilleva.gif|[http://www.cs.usask.ca/faculty/julita/ Julita Vassileva]&lt;br /&gt;
Image:NicolaHenze.gif|[http://www.kbs.uni-hannover.de/~henze/ Nicola Henze]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Scholars == &lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:alice.jpg |[https://research-portal.uu.nl/en/persons/alice-micheli Alice Micheli] &amp;lt;br/&amp;gt; Utrecht University, Netherlands&lt;br /&gt;
Image:1648208030273.jpg | [https://www.linkedin.com/in/maxwellszymanski/ Maxwell Szymanski] &amp;lt;br/&amp;gt; KU Leuven, Belgium&lt;br /&gt;
Image:Francesco.jpeg | [https://www.ifi.uzh.ch/en/zest/team/francesco_sovrano.html Francesco Sovrano] &amp;lt;br/&amp;gt; Universita Degli Studi Bologna, Italy&lt;br /&gt;
Image:boet_hubert.jpg |[https://www.linkedin.com/in/hubertboet/ Hubert Boët] &amp;lt;br/&amp;gt; Université Sorbonne Paris Nord&lt;br /&gt;
Image:Laia_alb%C3%B3.png|[https://scholar.google.es/citations?user=G8XglngAAAAJ&amp;amp;hl=ca Laia Albó] &amp;lt;br/&amp;gt; Universitat Pompeu Fabra, Barcelona&lt;br /&gt;
Image:huhtamaki-jukka-300.jpg|[http://www.linkedin.com/in/jukkahuhtamaki Jukka Huhtamäki]&amp;lt;br/&amp;gt;University of Tampere, Finland&lt;br /&gt;
Image:CECILIA.jpeg|[https://www.linkedin.com/in/cecilia-di-sciascio/ Cecilia di Sciascio]&amp;lt;br/&amp;gt;Know Center, Graz, Austria&lt;br /&gt;
Image:Andrew.jpg|[https://www.researchgate.net/profile/Shuchen-Li Shuchen Li] &amp;lt;br/&amp;gt;Beijing University of Posts and Telecommunications&lt;br /&gt;
Image:Rafael.png|[https://rafaelrda.wordpress.com Rafael Dias Araújo]&amp;lt;br/&amp;gt;Assistant Professor&amp;lt;br/&amp;gt;Federal University of Uberlandia, Brazil&lt;br /&gt;
Image:Ayca cebi.jpg|[https://ktu.academia.edu/aycacebi Ayça ÇEBİ] &amp;lt;br/&amp;gt;Trabzon University&lt;br /&gt;
Image:File crop1 1183908 y 384.jpg|[https://people.aalto.fi/index.html?profilepage=isfor#!teemu_sirkia Teemu Sirkiä]&amp;lt;br/&amp;gt;Aalto University, Finland&lt;br /&gt;
Image:Chris_face.jpg|[https://www.christophtrattner.info/ Christof Trattner]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Bergen&lt;br /&gt;
Image:Michelle_liang.JPG|[https://www.linkedin.com/in/drmichelleliang/ Michelle Liang]&lt;br /&gt;
Image:Yetunde.JPG|[https://wit.edu/directory/yetunde-folajimi Yetunde Folajimi] &amp;lt;br/&amp;gt;Associate Professor&amp;lt;br/&amp;gt;Wentworth Institute of Technology&lt;br /&gt;
Image:Pkraker.jpg|[http://science20.wordpress.com Peter Kraker] &amp;lt;br/&amp;gt;Open Knowledge Maps&lt;br /&gt;
Image:Kim.jpg|Jaekyung Kim&lt;br /&gt;
Image:Jbravo.gif|[http://www.eps.uam.es/esp/personal/ficha.php?empid=367 Javier Bravo Agapito]&lt;br /&gt;
Image:MarkusKetterl1.jpg|[http://studip.serv.uni-osnabrueck.de/extern.php?username=mketterl&amp;amp;page_url=http://www.virtuos.uni-osnabrueck.de/VirtUOS/TemplStudipMitarbDetails&amp;amp;global_id=4c8fb9ddd4dde83366119b2031d39ab3 Markus Ketterl]&lt;br /&gt;
Image:Jillfreyne.jpg|[https://www.linkedin.com/in/jfreyne/ Jill Freyne]&amp;lt;br/&amp;gt;Deputy Chief Scientist&amp;lt;br/&amp;gt;CSIRO&lt;br /&gt;
Image:Robert.jpg|[https://bhh.hamburg.de/prof-dr-robert-mertens/ Robert Mertens] &amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;Berufliche Hochschule Hamburg&lt;br /&gt;
Image:Roman bednarik.png|[https://cs.joensuu.fi/~rbednari/ Roman Bednarik]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Eastern Finland&lt;br /&gt;
Image:Ewald ramp.jpg|[https://www.linkedin.com/in/ewaldramp/ Ewald W. A. Ramp]&amp;lt;br/&amp;gt;Strategic Systems &amp;amp; Technology Corporation&lt;br /&gt;
Image:Jacopo.jpg|[https://www.linkedin.com/in/jacopoarmani/ Jacopo Armani] &amp;lt;br/&amp;gt;Director/Producer &amp;lt;br/&amp;gt;Fireflies&lt;br /&gt;
Image:Liping_wang.jpg|Liping Wang&amp;lt;br/&amp;gt;JiLin University&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5003</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5003"/>
		<updated>2026-01-12T01:47:07Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Past Master Students */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Faculty ==&lt;br /&gt;
&amp;lt;gallery&amp;gt;&lt;br /&gt;
Image:Peter.jpg|&#039;&#039;&#039;[[User:Peterb | Peter Brusilovsky]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Director&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:Jordan.jpeg|[http://pitt.edu/~jab464 Jordan Barria-Pineda]&lt;br /&gt;
&lt;br /&gt;
Image:rully.jpeg|[https://ruhendrawan.com/ Rully Hendrawan]&amp;lt;br/&amp;gt; Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
&lt;br /&gt;
Image:moh70.jpg|[https://themhassany.github.io/ Mohammad Hassany]&lt;br /&gt;
&lt;br /&gt;
Image:arun.jpeg|[https://a2un.github.io/ Arun Lekshmi-Narayanan]&lt;br /&gt;
&lt;br /&gt;
Image:Rafaella.jpg|[https://www.linkedin.com/in/rafaella-sampaio-de-alencar/ Rafaella]&lt;br /&gt;
&lt;br /&gt;
Image:Quinn.jpg|[https://quinnkwolter.com/#page-top Quinn Wolter]&lt;br /&gt;
&lt;br /&gt;
Image:Marzieh.jpg|[https://www.linkedin.com/in/marzieh-alidadi/ Marzieh]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Kamil.jpg|[http://pitt.edu/~kaa108 Kamil Akhuseyinoglu]&amp;lt;br/&amp;gt;PostDoc, Carnegie Mellon&lt;br /&gt;
Image:behnam.jpg|[http://pitt.edu/~ber58 Behnam Rahdari]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]], [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&amp;lt;br/&amp;gt; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker] &amp;lt;br/&amp;gt;Projects: [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&lt;br /&gt;
Image:Arezou.jpg|[https://www.linkedin.com/in/arezou-farzaneh/ Arezou Farzaneh]&lt;br /&gt;
Image:Avatar.jpg|[http://pitt.edu/~hkc6 Hung Chau]&amp;lt;br /&amp;gt;Applied Scientist, Zillow&lt;br /&gt;
Image:zrisha.png|[https://zakrisha.com Zak Risha] &amp;lt;br /&amp;gt; [https://facetlab.pitt.edu/ FACETLab]&lt;br /&gt;
Image:Tsai.jpg|[http://www.cht77.com/ Chun-Hua Tsai] &amp;lt;br/&amp;gt;Assistant Professor, College of Information Science and Technology, University of Nebraska at Omaha&lt;br /&gt;
Image:Roya.jpg|[[User:R.hosseini | Roya Hosseini]]  &amp;lt;br/&amp;gt;Senior Applied Scientist, Microsoft&lt;br /&gt;
Image:yunhuang.png|[http://columbus.exp.sis.pitt.edu/yunhuang/index.htm Yun Huang] &amp;lt;br/&amp;gt; Assistant professor, Universidad Austral de Chile&lt;br /&gt;
Image:Julio.jpg|[[User:Julio | Julio Daniel Guerra]] &amp;lt;br/&amp;gt; Professor of Computer Science, Universidad Austral de Chile&lt;br /&gt;
Image:xidao.jpg|[[User:Xidao| Xidao Wen]]&amp;lt;br/&amp;gt;  Postdoctoral Researcher, Tsinghua University&lt;br /&gt;
Image:Shaghayeghsahebi.jpg|[[User:Sherry | Shaghayegh Sahebi (Sherry)]] &amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, University at Albany - State University of New York&lt;br /&gt;
Image:Clau.JPG|[[User:Clau | Claudia López]] &amp;lt;br/&amp;gt;Associate Professor, Departamento de Informática, Universidad Técnica Federico Santa María, Chile&lt;br /&gt;
Image:Kong.png|[[User:Chirayu | Chirayu Wongchokprasitti]] &amp;lt;br/&amp;gt;Projects: [[CN3]], [[CoMeT]]&amp;lt;br/&amp;gt; Department of Biomedical Informatics, University of Pittsburgh&lt;br /&gt;
Image:jennifer.jpg|[[User:Jennifer | Jennifer (Yiling) Lin]]&amp;lt;br/&amp;gt;Associate Professor, Department of Information Management, National Sun Yat-Sen University.&lt;br /&gt;
Image:Denis_PAWS_blog.jpg|[[User:Dparra | Denis Parra]]&amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, School of Engineering, Pontificia Universidad Católica de Chile&lt;br /&gt;
Image:Sergey.jpg|[[User:Sergey | Sergey Sosnovsky]]&amp;lt;br&amp;gt;Associate Professor, Utrecht University, Netherlands&lt;br /&gt;
Image:Hsiao.jpg|[[User:Shoha99 | Sharon (I-Han) Hsiao]]&amp;lt;br/&amp;gt;Projects: [[AnnotEx]], [[QuizJET]], [[Progressor]], [[ProgressorPlus]]&amp;lt;br/&amp;gt;Assistant Professor and David Packard endowed junior fellow, Department of Computer Science and Engineering, Santa Clara University&lt;br /&gt;
Image:Danielle.gif|[[User:Suleehs | Danielle H. Lee]]&amp;lt;br/&amp;gt;Projects: [[Eventur]], [[Proactive]]&amp;lt;br/&amp;gt;Associate Professor, Management Information Systems, Chung-Ang University, Korea&lt;br /&gt;
Image:Michael_V_Yudelson.gif|&#039;&#039;&#039;[[User:Myudelson | Michael V. Yudelson]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Projects: [[Knowledge Tree]], [[CUMULATE]], [[PERSEUS]], [[NavEx]], [[CoPE]], [[WebEx]]&amp;lt;br/&amp;gt;Staff Data Scientist, Chegg&lt;br /&gt;
Image:jaewook-1.jpg|[[User:Jahn | Jae-wook Ahn]]&amp;lt;br/&amp;gt;Projects: [[ADVISE]], [[Adaptive VIBE]], [[YourNews]], [[TaskSieve]], [[NameSieve]]&amp;lt;br/&amp;gt;Research Staff Member, Distributed AI, IBM Research&lt;br /&gt;
Image:RostaFarzan.jpg|[[User:Rostaf | Rosta Farzan]]&amp;lt;br/&amp;gt;Professor, School of Computing and Information, University of Pittsburgh.&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Master Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:ZaraBlum.jpeg|[https://www.linkedin.com/in/zarajblum/ Zara Blum]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
Image:Gangeshwari_Rajavelu.png|[https://www.linkedin.com/in/gangeshwari-rajavelu-94991137/ Gangeshwari Rajavelu]&lt;br /&gt;
Image:ShrutiSabusuresh.jpeg|[https://www.linkedin.com/in/shrutisabusuresh/ Shruti Sabusuresh]&amp;lt;br/&amp;gt;Projects: [[Smart Content]]&lt;br /&gt;
Image:WeiJeng.jpeg|[https://homepage.ntu.edu.tw/~wjeng/ Wei Jeng]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:ShaopengZhang.jpeg|[https://www.linkedin.com/in/shaopengzhang/ Shaopeng Zhang]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:Gayathri.jpeg|[https://www.linkedin.com/in/gayathrikrishnamoorthy/ Gayathri Krishnamoorthy]&lt;br /&gt;
Image:Dhruba.jpeg|[https://www.linkedin.com/in/dbaishya/ Dhruba Baishya]&lt;br /&gt;
Image:VikKhenat.jpeg|[https://www.linkedin.com/in/vik-khenat/ Vik Khenat]&lt;br /&gt;
Image:Chavan_girish.jpeg|[https://www.linkedin.com/in/girishchavan Girish Chavan]&amp;lt;br/&amp;gt;CTO Astrata Inc&lt;br /&gt;
Image:Tibor Dumitriu.gif|[http://www.sis.pitt.edu/~dumitriu/ Tibor Dumitriu]&amp;lt;br/&amp;gt;Projects: [http://ir.exp.sis.pitt.edu/advise/ AdVisE]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Faculty ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:dr_bereket_yilma.jpg |[https://bekyilma.github.io/ Dr. Bereket Yilma]&lt;br /&gt;
Image:Jaakko peltonen 215x296.jpg|[http://users.ics.aalto.fi/jtpelto// Jaakko Peltonen]&lt;br /&gt;
Image:IMG_0611.JPG|[http://www.dcs.warwick.ac.uk/~acristea/ Alexandra I. Cristea]&lt;br /&gt;
Image:Sibel.jpg|[http://sibelsomyurek.com/ Sibel Somyürek]&lt;br /&gt;
Image:Susan_bull.png|[https://www.researchgate.net/profile/Susan_Bull2 Susan Bull]&lt;br /&gt;
Image:KatrienVerbert.jpg|[http://people.cs.kuleuven.be/~katrien.verbert/KatrienVerbert/Katrien_Verbert.html Katrien Verbert]&lt;br /&gt;
Image:Roman bednarik.png|[http://cs.uef.fi/~rbednari/ Roman Bednarik]&lt;br /&gt;
Image:TanjaMitrovic.jpg|[http://www.cosc.canterbury.ac.nz/tanja.mitrovic/ Tanja Mitrovic]&lt;br /&gt;
Image:Eva millan.gif|[http://www.lcc.uma.es/~eva/ Eva Millán Valldeperas]&lt;br /&gt;
Image:Julita vasilleva.gif|[http://www.cs.usask.ca/faculty/julita/ Julita Vassileva]&lt;br /&gt;
Image:NicolaHenze.gif|[http://www.kbs.uni-hannover.de/~henze/ Nicola Henze]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Scholars == &lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:alice.jpg |[https://research-portal.uu.nl/en/persons/alice-micheli Alice Micheli] &amp;lt;br/&amp;gt; Utrecht University, Netherlands&lt;br /&gt;
Image:1648208030273.jpg | [https://www.linkedin.com/in/maxwellszymanski/ Maxwell Szymanski] &amp;lt;br/&amp;gt; KU Leuven, Belgium&lt;br /&gt;
Image:Francesco.jpeg | [https://www.ifi.uzh.ch/en/zest/team/francesco_sovrano.html Francesco Sovrano] &amp;lt;br/&amp;gt; Universita Degli Studi Bologna, Italy&lt;br /&gt;
Image:boet_hubert.jpg |[https://www.linkedin.com/in/hubertboet/ Hubert Boët] &amp;lt;br/&amp;gt; Université Sorbonne Paris Nord&lt;br /&gt;
Image:Laia_alb%C3%B3.png|[https://scholar.google.es/citations?user=G8XglngAAAAJ&amp;amp;hl=ca Laia Albó] &amp;lt;br/&amp;gt; Universitat Pompeu Fabra, Barcelona&lt;br /&gt;
Image:huhtamaki-jukka-300.jpg|[http://www.linkedin.com/in/jukkahuhtamaki Jukka Huhtamäki]&amp;lt;br/&amp;gt;University of Tampere, Finland&lt;br /&gt;
Image:CECILIA.jpeg|[https://www.linkedin.com/in/cecilia-di-sciascio/ Cecilia di Sciascio]&amp;lt;br/&amp;gt;Know Center, Graz, Austria&lt;br /&gt;
Image:Andrew.jpg|[https://www.researchgate.net/profile/Shuchen-Li Shuchen Li] &amp;lt;br/&amp;gt;Beijing University of Posts and Telecommunications&lt;br /&gt;
Image:Rafael.png|[https://rafaelrda.wordpress.com Rafael Dias Araújo]&amp;lt;br/&amp;gt;Assistant Professor&amp;lt;br/&amp;gt;Federal University of Uberlandia, Brazil&lt;br /&gt;
Image:Ayca cebi.jpg|[https://ktu.academia.edu/aycacebi Ayça ÇEBİ] &amp;lt;br/&amp;gt;Trabzon University&lt;br /&gt;
Image:File crop1 1183908 y 384.jpg|[https://people.aalto.fi/index.html?profilepage=isfor#!teemu_sirkia Teemu Sirkiä]&amp;lt;br/&amp;gt;Aalto University, Finland&lt;br /&gt;
Image:Chris_face.jpg|[https://www.christophtrattner.info/ Christof Trattner]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Bergen&lt;br /&gt;
Image:Michelle_liang.JPG|[https://www.linkedin.com/in/drmichelleliang/ Michelle Liang]&lt;br /&gt;
Image:Yetunde.JPG|[https://wit.edu/directory/yetunde-folajimi Yetunde Folajimi] &amp;lt;br/&amp;gt;Associate Professor&amp;lt;br/&amp;gt;Wentworth Institute of Technology&lt;br /&gt;
Image:Pkraker.jpg|[http://science20.wordpress.com Peter Kraker] &amp;lt;br/&amp;gt;Open Knowledge Maps&lt;br /&gt;
Image:Kim.jpg|Jaekyung Kim&lt;br /&gt;
Image:Jbravo.gif|[http://www.eps.uam.es/esp/personal/ficha.php?empid=367 Javier Bravo Agapito]&lt;br /&gt;
Image:MarkusKetterl1.jpg|[http://studip.serv.uni-osnabrueck.de/extern.php?username=mketterl&amp;amp;page_url=http://www.virtuos.uni-osnabrueck.de/VirtUOS/TemplStudipMitarbDetails&amp;amp;global_id=4c8fb9ddd4dde83366119b2031d39ab3 Markus Ketterl]&lt;br /&gt;
Image:Jillfreyne.jpg|[https://www.linkedin.com/in/jfreyne/ Jill Freyne]&amp;lt;br/&amp;gt;Deputy Chief Scientist&amp;lt;br/&amp;gt;CSIRO&lt;br /&gt;
Image:Robert.jpg|[https://bhh.hamburg.de/prof-dr-robert-mertens/ Robert Mertens] &amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;Berufliche Hochschule Hamburg&lt;br /&gt;
Image:Roman bednarik.png|[https://cs.joensuu.fi/~rbednari/ Roman Bednarik]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Eastern Finland&lt;br /&gt;
Image:Ewald ramp.jpg|[https://www.linkedin.com/in/ewaldramp/ Ewald W. A. Ramp]&amp;lt;br/&amp;gt;Strategic Systems &amp;amp; Technology Corporation&lt;br /&gt;
Image:Jacopo.jpg|[https://www.linkedin.com/in/jacopoarmani/ Jacopo Armani] &amp;lt;br/&amp;gt;Director/Producer &amp;lt;br/&amp;gt;Fireflies&lt;br /&gt;
Image:Liping_wang.jpg|Liping Wang&amp;lt;br/&amp;gt;JiLin University&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5002</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5002"/>
		<updated>2026-01-12T01:45:11Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Past Doctoral Students */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Faculty ==&lt;br /&gt;
&amp;lt;gallery&amp;gt;&lt;br /&gt;
Image:Peter.jpg|&#039;&#039;&#039;[[User:Peterb | Peter Brusilovsky]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Director&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:Jordan.jpeg|[http://pitt.edu/~jab464 Jordan Barria-Pineda]&lt;br /&gt;
&lt;br /&gt;
Image:rully.jpeg|[https://ruhendrawan.com/ Rully Hendrawan]&amp;lt;br/&amp;gt; Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
&lt;br /&gt;
Image:moh70.jpg|[https://themhassany.github.io/ Mohammad Hassany]&lt;br /&gt;
&lt;br /&gt;
Image:arun.jpeg|[https://a2un.github.io/ Arun Lekshmi-Narayanan]&lt;br /&gt;
&lt;br /&gt;
Image:Rafaella.jpg|[https://www.linkedin.com/in/rafaella-sampaio-de-alencar/ Rafaella]&lt;br /&gt;
&lt;br /&gt;
Image:Quinn.jpg|[https://quinnkwolter.com/#page-top Quinn Wolter]&lt;br /&gt;
&lt;br /&gt;
Image:Marzieh.jpg|[https://www.linkedin.com/in/marzieh-alidadi/ Marzieh]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Kamil.jpg|[http://pitt.edu/~kaa108 Kamil Akhuseyinoglu]&amp;lt;br/&amp;gt;PostDoc, Carnegie Mellon&lt;br /&gt;
Image:behnam.jpg|[http://pitt.edu/~ber58 Behnam Rahdari]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]], [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&amp;lt;br/&amp;gt; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker] &amp;lt;br/&amp;gt;Projects: [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&lt;br /&gt;
Image:Arezou.jpg|[https://www.linkedin.com/in/arezou-farzaneh/ Arezou Farzaneh]&lt;br /&gt;
Image:Avatar.jpg|[http://pitt.edu/~hkc6 Hung Chau]&amp;lt;br /&amp;gt;Applied Scientist, Zillow&lt;br /&gt;
Image:zrisha.png|[https://zakrisha.com Zak Risha] &amp;lt;br /&amp;gt; [https://facetlab.pitt.edu/ FACETLab]&lt;br /&gt;
Image:Tsai.jpg|[http://www.cht77.com/ Chun-Hua Tsai] &amp;lt;br/&amp;gt;Assistant Professor, College of Information Science and Technology, University of Nebraska at Omaha&lt;br /&gt;
Image:Roya.jpg|[[User:R.hosseini | Roya Hosseini]]  &amp;lt;br/&amp;gt;Senior Applied Scientist, Microsoft&lt;br /&gt;
Image:yunhuang.png|[http://columbus.exp.sis.pitt.edu/yunhuang/index.htm Yun Huang] &amp;lt;br/&amp;gt; Assistant professor, Universidad Austral de Chile&lt;br /&gt;
Image:Julio.jpg|[[User:Julio | Julio Daniel Guerra]] &amp;lt;br/&amp;gt; Professor of Computer Science, Universidad Austral de Chile&lt;br /&gt;
Image:xidao.jpg|[[User:Xidao| Xidao Wen]]&amp;lt;br/&amp;gt;  Postdoctoral Researcher, Tsinghua University&lt;br /&gt;
Image:Shaghayeghsahebi.jpg|[[User:Sherry | Shaghayegh Sahebi (Sherry)]] &amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, University at Albany - State University of New York&lt;br /&gt;
Image:Clau.JPG|[[User:Clau | Claudia López]] &amp;lt;br/&amp;gt;Associate Professor, Departamento de Informática, Universidad Técnica Federico Santa María, Chile&lt;br /&gt;
Image:Kong.png|[[User:Chirayu | Chirayu Wongchokprasitti]] &amp;lt;br/&amp;gt;Projects: [[CN3]], [[CoMeT]]&amp;lt;br/&amp;gt; Department of Biomedical Informatics, University of Pittsburgh&lt;br /&gt;
Image:jennifer.jpg|[[User:Jennifer | Jennifer (Yiling) Lin]]&amp;lt;br/&amp;gt;Associate Professor, Department of Information Management, National Sun Yat-Sen University.&lt;br /&gt;
Image:Denis_PAWS_blog.jpg|[[User:Dparra | Denis Parra]]&amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, School of Engineering, Pontificia Universidad Católica de Chile&lt;br /&gt;
Image:Sergey.jpg|[[User:Sergey | Sergey Sosnovsky]]&amp;lt;br&amp;gt;Associate Professor, Utrecht University, Netherlands&lt;br /&gt;
Image:Hsiao.jpg|[[User:Shoha99 | Sharon (I-Han) Hsiao]]&amp;lt;br/&amp;gt;Projects: [[AnnotEx]], [[QuizJET]], [[Progressor]], [[ProgressorPlus]]&amp;lt;br/&amp;gt;Assistant Professor and David Packard endowed junior fellow, Department of Computer Science and Engineering, Santa Clara University&lt;br /&gt;
Image:Danielle.gif|[[User:Suleehs | Danielle H. Lee]]&amp;lt;br/&amp;gt;Projects: [[Eventur]], [[Proactive]]&amp;lt;br/&amp;gt;Associate Professor, Management Information Systems, Chung-Ang University, Korea&lt;br /&gt;
Image:Michael_V_Yudelson.gif|&#039;&#039;&#039;[[User:Myudelson | Michael V. Yudelson]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Projects: [[Knowledge Tree]], [[CUMULATE]], [[PERSEUS]], [[NavEx]], [[CoPE]], [[WebEx]]&amp;lt;br/&amp;gt;Staff Data Scientist, Chegg&lt;br /&gt;
Image:jaewook-1.jpg|[[User:Jahn | Jae-wook Ahn]]&amp;lt;br/&amp;gt;Projects: [[ADVISE]], [[Adaptive VIBE]], [[YourNews]], [[TaskSieve]], [[NameSieve]]&amp;lt;br/&amp;gt;Research Staff Member, Distributed AI, IBM Research&lt;br /&gt;
Image:RostaFarzan.jpg|[[User:Rostaf | Rosta Farzan]]&amp;lt;br/&amp;gt;Professor, School of Computing and Information, University of Pittsburgh.&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Master Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:ZaraBlum.jpeg|[https://www.linkedin.com/in/zarajblum/ Zara Blum]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
Image:Gangeshwari_Rajavelu.png|[https://www.linkedin.com/in/gangeshwari-rajavelu-94991137/ Gangeshwari Rajavelu]&lt;br /&gt;
Image:ShrutiSabusuresh.jpeg|[https://www.linkedin.com/in/shrutisabusuresh/ Shruti Sabusuresh]&lt;br /&gt;
Image:WeiJeng.jpeg|[https://homepage.ntu.edu.tw/~wjeng/ Wei Jeng]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:ShaopengZhang.jpeg|[https://www.linkedin.com/in/shaopengzhang/ Shaopeng Zhang]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:Gayathri.jpeg|[https://www.linkedin.com/in/gayathrikrishnamoorthy/ Gayathri Krishnamoorthy]&lt;br /&gt;
Image:Dhruba.jpeg|[https://www.linkedin.com/in/dbaishya/ Dhruba Baishya]&lt;br /&gt;
Image:VikKhenat.jpeg|[https://www.linkedin.com/in/vik-khenat/ Vik Khenat]&lt;br /&gt;
Image:Chavan_girish.jpeg|[https://www.linkedin.com/in/girishchavan Girish Chavan]&amp;lt;br/&amp;gt;CTO Astrata Inc&lt;br /&gt;
Image:Tibor Dumitriu.gif|[http://www.sis.pitt.edu/~dumitriu/ Tibor Dumitriu]&amp;lt;br/&amp;gt;Projects: [http://ir.exp.sis.pitt.edu/advise/ AdVisE]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Faculty ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:dr_bereket_yilma.jpg |[https://bekyilma.github.io/ Dr. Bereket Yilma]&lt;br /&gt;
Image:Jaakko peltonen 215x296.jpg|[http://users.ics.aalto.fi/jtpelto// Jaakko Peltonen]&lt;br /&gt;
Image:IMG_0611.JPG|[http://www.dcs.warwick.ac.uk/~acristea/ Alexandra I. Cristea]&lt;br /&gt;
Image:Sibel.jpg|[http://sibelsomyurek.com/ Sibel Somyürek]&lt;br /&gt;
Image:Susan_bull.png|[https://www.researchgate.net/profile/Susan_Bull2 Susan Bull]&lt;br /&gt;
Image:KatrienVerbert.jpg|[http://people.cs.kuleuven.be/~katrien.verbert/KatrienVerbert/Katrien_Verbert.html Katrien Verbert]&lt;br /&gt;
Image:Roman bednarik.png|[http://cs.uef.fi/~rbednari/ Roman Bednarik]&lt;br /&gt;
Image:TanjaMitrovic.jpg|[http://www.cosc.canterbury.ac.nz/tanja.mitrovic/ Tanja Mitrovic]&lt;br /&gt;
Image:Eva millan.gif|[http://www.lcc.uma.es/~eva/ Eva Millán Valldeperas]&lt;br /&gt;
Image:Julita vasilleva.gif|[http://www.cs.usask.ca/faculty/julita/ Julita Vassileva]&lt;br /&gt;
Image:NicolaHenze.gif|[http://www.kbs.uni-hannover.de/~henze/ Nicola Henze]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Scholars == &lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:alice.jpg |[https://research-portal.uu.nl/en/persons/alice-micheli Alice Micheli] &amp;lt;br/&amp;gt; Utrecht University, Netherlands&lt;br /&gt;
Image:1648208030273.jpg | [https://www.linkedin.com/in/maxwellszymanski/ Maxwell Szymanski] &amp;lt;br/&amp;gt; KU Leuven, Belgium&lt;br /&gt;
Image:Francesco.jpeg | [https://www.ifi.uzh.ch/en/zest/team/francesco_sovrano.html Francesco Sovrano] &amp;lt;br/&amp;gt; Universita Degli Studi Bologna, Italy&lt;br /&gt;
Image:boet_hubert.jpg |[https://www.linkedin.com/in/hubertboet/ Hubert Boët] &amp;lt;br/&amp;gt; Université Sorbonne Paris Nord&lt;br /&gt;
Image:Laia_alb%C3%B3.png|[https://scholar.google.es/citations?user=G8XglngAAAAJ&amp;amp;hl=ca Laia Albó] &amp;lt;br/&amp;gt; Universitat Pompeu Fabra, Barcelona&lt;br /&gt;
Image:huhtamaki-jukka-300.jpg|[http://www.linkedin.com/in/jukkahuhtamaki Jukka Huhtamäki]&amp;lt;br/&amp;gt;University of Tampere, Finland&lt;br /&gt;
Image:CECILIA.jpeg|[https://www.linkedin.com/in/cecilia-di-sciascio/ Cecilia di Sciascio]&amp;lt;br/&amp;gt;Know Center, Graz, Austria&lt;br /&gt;
Image:Andrew.jpg|[https://www.researchgate.net/profile/Shuchen-Li Shuchen Li] &amp;lt;br/&amp;gt;Beijing University of Posts and Telecommunications&lt;br /&gt;
Image:Rafael.png|[https://rafaelrda.wordpress.com Rafael Dias Araújo]&amp;lt;br/&amp;gt;Assistant Professor&amp;lt;br/&amp;gt;Federal University of Uberlandia, Brazil&lt;br /&gt;
Image:Ayca cebi.jpg|[https://ktu.academia.edu/aycacebi Ayça ÇEBİ] &amp;lt;br/&amp;gt;Trabzon University&lt;br /&gt;
Image:File crop1 1183908 y 384.jpg|[https://people.aalto.fi/index.html?profilepage=isfor#!teemu_sirkia Teemu Sirkiä]&amp;lt;br/&amp;gt;Aalto University, Finland&lt;br /&gt;
Image:Chris_face.jpg|[https://www.christophtrattner.info/ Christof Trattner]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Bergen&lt;br /&gt;
Image:Michelle_liang.JPG|[https://www.linkedin.com/in/drmichelleliang/ Michelle Liang]&lt;br /&gt;
Image:Yetunde.JPG|[https://wit.edu/directory/yetunde-folajimi Yetunde Folajimi] &amp;lt;br/&amp;gt;Associate Professor&amp;lt;br/&amp;gt;Wentworth Institute of Technology&lt;br /&gt;
Image:Pkraker.jpg|[http://science20.wordpress.com Peter Kraker] &amp;lt;br/&amp;gt;Open Knowledge Maps&lt;br /&gt;
Image:Kim.jpg|Jaekyung Kim&lt;br /&gt;
Image:Jbravo.gif|[http://www.eps.uam.es/esp/personal/ficha.php?empid=367 Javier Bravo Agapito]&lt;br /&gt;
Image:MarkusKetterl1.jpg|[http://studip.serv.uni-osnabrueck.de/extern.php?username=mketterl&amp;amp;page_url=http://www.virtuos.uni-osnabrueck.de/VirtUOS/TemplStudipMitarbDetails&amp;amp;global_id=4c8fb9ddd4dde83366119b2031d39ab3 Markus Ketterl]&lt;br /&gt;
Image:Jillfreyne.jpg|[https://www.linkedin.com/in/jfreyne/ Jill Freyne]&amp;lt;br/&amp;gt;Deputy Chief Scientist&amp;lt;br/&amp;gt;CSIRO&lt;br /&gt;
Image:Robert.jpg|[https://bhh.hamburg.de/prof-dr-robert-mertens/ Robert Mertens] &amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;Berufliche Hochschule Hamburg&lt;br /&gt;
Image:Roman bednarik.png|[https://cs.joensuu.fi/~rbednari/ Roman Bednarik]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Eastern Finland&lt;br /&gt;
Image:Ewald ramp.jpg|[https://www.linkedin.com/in/ewaldramp/ Ewald W. A. Ramp]&amp;lt;br/&amp;gt;Strategic Systems &amp;amp; Technology Corporation&lt;br /&gt;
Image:Jacopo.jpg|[https://www.linkedin.com/in/jacopoarmani/ Jacopo Armani] &amp;lt;br/&amp;gt;Director/Producer &amp;lt;br/&amp;gt;Fireflies&lt;br /&gt;
Image:Liping_wang.jpg|Liping Wang&amp;lt;br/&amp;gt;JiLin University&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=CN3&amp;diff=5001</id>
		<title>CN3</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=CN3&amp;diff=5001"/>
		<updated>2026-01-12T01:41:53Z</updated>

		<summary type="html">&lt;p&gt;Peterb: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== About the system ==&lt;br /&gt;
Conference Navigator 3 is the main outcome of EAGER (Early Concept Grants for Exploratory Research) project [[Personalization and Social Networking for Short-Term Communities]]. Using academic research conferences as a test bed, the project explored new methods to leverage information about user interests (available from multiple external resources) and develop techniques to facilitate use of existing social technologies. &lt;br /&gt;
&lt;br /&gt;
== Team ==&lt;br /&gt;
&#039;&#039;&#039;PI:&#039;&#039;&#039; Associate Professor [[User:Peterb|Peter Brusilovsky]]. &lt;br /&gt;
&lt;br /&gt;
&#039;&#039;&#039;co-PI:&#039;&#039;&#039; Assistant Professor Jung Sun Oh.&lt;br /&gt;
&lt;br /&gt;
&#039;&#039;&#039;Research Assistants:&#039;&#039;&#039; &lt;br /&gt;
&lt;br /&gt;
- Chirayu Wongchokprasittti: Researcher on recommendations, main developer of the two first versions of CN and co-developer of CN3.&lt;br /&gt;
&lt;br /&gt;
- [[User:Sherry|Sherry Sahebi]]: Researcher on recommendations and software developer.&lt;br /&gt;
&lt;br /&gt;
- Wei Jeng: User interface design and data analysis for CN3&lt;br /&gt;
&lt;br /&gt;
- Shaopeng Zhang: Developer and designer of web user interface for CN3.&lt;br /&gt;
&lt;br /&gt;
- Lei Jin: Developer of Android application.&lt;br /&gt;
&lt;br /&gt;
- Ranjani Rajagopal: Developer and designer of Android and iPhone application.&lt;br /&gt;
&lt;br /&gt;
- [[User:DParra|Denis Parra]]: Researcher on recommendations and software developer.&lt;br /&gt;
&lt;br /&gt;
- Steve Van Tuyl: Researcher on social networks.&lt;br /&gt;
&lt;br /&gt;
- [[User:Clau|Claudia Lopez]]: Researcher on incentive-based design and software developer.&lt;br /&gt;
&lt;br /&gt;
== Main Publications ==&lt;br /&gt;
== Publications ==&lt;br /&gt;
&lt;br /&gt;
* Wongchokprasitti, C., Brusilovsky, P., and Parra, D. (2010) Conference Navigator 2.0: Community-Based Recommendation for Academic Conferences. In:  Proceedings of Workshop on Social Recommender Systems at the International Conference on Intelligent User Interfaces (IUI 2010), Hong Kong, China, February 7, 2010, available at [http://www.comp.hkbu.edu.hk/~lichen/srs2010/downloads/paper/21-final%20version%20cn20.pdf].&lt;br /&gt;
&lt;br /&gt;
* Brusilovsky, P., Parra, D., Sahebi, S., and Wongchokprasitti, C. (2010) Collaborative Information Finding in Smaller Communities: The Case of Research Talks. In:  Proceedings of 6th International ICST Conference on Collaborative Computing: Networking, Applications and Worksharing, Chicago, Illinois, USA October 9-12, 2010.&lt;br /&gt;
&lt;br /&gt;
* Parra-Santander, D., Jeng, W., Brusilovsky, P., López, C., and Sahebi, S. (2012) Conference Navigator 3: An online social conference support system. In: E. Herder, K. Yacef, L. Chen and S. Weibelzahl (eds.) Proceedings of Workshop and Poster Proceedings of the 20th Conference on User Modeling, Adaptation, and Personalization, Montreal, Canada, July 16-20, 2012.&lt;br /&gt;
&lt;br /&gt;
* Parra, D. and Brusilovsky, P. (2013) A Field Study of a Visual Controllable Talk Recommender. In:  Proceedings of Proceedings of the 2013 Chilean Conference on Human - Computer Interaction, Temuco, Chile, ACM, pp. 56-59.&lt;br /&gt;
&lt;br /&gt;
* Lee, D. and Brusilovsky, P. (2014) Recommending Talks at Research Conferences Using Users’ Social Networks. International Journal of Cooperative Information Systems  23 (2).&lt;br /&gt;
&lt;br /&gt;
*Brusilovsky, P., Oh, J. S., López, C., Parra, D., and Jeng, W. (2017) Linking information and people in a social system for academic conferences. New Review of Hypermedia and Multimedia  23 (2), 81-111. [http://tandfonline.com/doi/full/10.1080/13614568.2016.1179796]&lt;br /&gt;
&lt;br /&gt;
* Bailey, S. M., Wei, J. A., Wang, C., Parra, D., and Brusilovsky, P. (2018) CNVis: A Web-Based Visual Analytics Tool for Exploring Conference Navigator Data. In:  Proceedings of IS&amp;amp;T International Symposium on Electronic Imaging: Visualization and Data Analysis, pp. 376.1-376.11.&lt;br /&gt;
&lt;br /&gt;
* Li, S., Brusilovsky, P., Su, S., and Cheng, X. (2018) Conference Paper Recommendation for Academic Conferences. IEEE Access  6, 17153 - 17164. [https://ieeexplore.ieee.org/document/8320373/]&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5000</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=5000"/>
		<updated>2026-01-12T01:37:44Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Past Doctoral Students */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Faculty ==&lt;br /&gt;
&amp;lt;gallery&amp;gt;&lt;br /&gt;
Image:Peter.jpg|&#039;&#039;&#039;[[User:Peterb | Peter Brusilovsky]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Director&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:Jordan.jpeg|[http://pitt.edu/~jab464 Jordan Barria-Pineda]&lt;br /&gt;
&lt;br /&gt;
Image:rully.jpeg|[https://ruhendrawan.com/ Rully Hendrawan]&amp;lt;br/&amp;gt; Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
&lt;br /&gt;
Image:moh70.jpg|[https://themhassany.github.io/ Mohammad Hassany]&lt;br /&gt;
&lt;br /&gt;
Image:arun.jpeg|[https://a2un.github.io/ Arun Lekshmi-Narayanan]&lt;br /&gt;
&lt;br /&gt;
Image:Rafaella.jpg|[https://www.linkedin.com/in/rafaella-sampaio-de-alencar/ Rafaella]&lt;br /&gt;
&lt;br /&gt;
Image:Quinn.jpg|[https://quinnkwolter.com/#page-top Quinn Wolter]&lt;br /&gt;
&lt;br /&gt;
Image:Marzieh.jpg|[https://www.linkedin.com/in/marzieh-alidadi/ Marzieh]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Kamil.jpg|[http://pitt.edu/~kaa108 Kamil Akhuseyinoglu]&amp;lt;br/&amp;gt;PostDoc, Carnegie Mellon&lt;br /&gt;
Image:behnam.jpg|[http://pitt.edu/~ber58 Behnam Rahdari]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]], [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&amp;lt;br/&amp;gt; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker] &amp;lt;br/&amp;gt;Projects: [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&lt;br /&gt;
Image:Arezou.jpg|[https://www.linkedin.com/in/arezou-farzaneh/ Arezou Farzaneh]&lt;br /&gt;
Image:Avatar.jpg|[http://pitt.edu/~hkc6 Hung Chau]&amp;lt;br /&amp;gt;Applied Scientist, Zillow&lt;br /&gt;
Image:zrisha.png|[https://zakrisha.com Zak Risha] &amp;lt;br /&amp;gt; [https://facetlab.pitt.edu/ FACETLab]&lt;br /&gt;
Image:Tsai.jpg|[http://www.cht77.com/ Chun-Hua Tsai] &amp;lt;br/&amp;gt;Assistant Professor, College of Information Science and Technology, University of Nebraska at Omaha&lt;br /&gt;
Image:Roya.jpg|[[User:R.hosseini | Roya Hosseini]]  &amp;lt;br/&amp;gt;Senior Applied Scientist, Microsoft&lt;br /&gt;
Image:yunhuang.png|[http://columbus.exp.sis.pitt.edu/yunhuang/index.htm Yun Huang] &amp;lt;br/&amp;gt; Assistant professor, Universidad Austral de Chile&lt;br /&gt;
Image:Julio.jpg|[[User:Julio | Julio Daniel Guerra]] &amp;lt;br/&amp;gt; Professor of Computer Science, Universidad Austral de Chile&lt;br /&gt;
Image:xidao.jpg|[[User:Xidao| Xidao Wen]]&amp;lt;br/&amp;gt;  Postdoctoral Researcher, Tsinghua University&lt;br /&gt;
Image:Shaghayeghsahebi.jpg|[[User:Sherry | Shaghayegh Sahebi (Sherry)]] &amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, University at Albany - State University of New York&lt;br /&gt;
Image:Clau.JPG|[[User:Clau | Claudia López]] &amp;lt;br/&amp;gt;Associate Professor, Departamento de Informática, Universidad Técnica Federico Santa María, Chile&lt;br /&gt;
Image:Kong.png|[[User:Chirayu | Chirayu Wongchokprasitti]] &amp;lt;br/&amp;gt;Projects: [[CN3]]&amp;lt;br/&amp;gt; Department of Biomedical Informatics, University of Pittsburgh&lt;br /&gt;
Image:jennifer.jpg|[[User:Jennifer | Jennifer (Yiling) Lin]]&amp;lt;br/&amp;gt;Associate Professor, Department of Information Management, National Sun Yat-Sen University.&lt;br /&gt;
Image:Denis_PAWS_blog.jpg|[[User:Dparra | Denis Parra]]&amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, School of Engineering, Pontificia Universidad Católica de Chile&lt;br /&gt;
Image:Sergey.jpg|[[User:Sergey | Sergey Sosnovsky]]&amp;lt;br&amp;gt;Associate Professor, Utrecht University, Netherlands&lt;br /&gt;
Image:Hsiao.jpg|[[User:Shoha99 | Sharon (I-Han) Hsiao]]&amp;lt;br/&amp;gt;Projects: [[AnnotEx]], [[QuizJET]], [[Progressor]], [[ProgressorPlus]]&amp;lt;br/&amp;gt;Assistant Professor and David Packard endowed junior fellow, Department of Computer Science and Engineering, Santa Clara University&lt;br /&gt;
Image:Danielle.gif|[[User:Suleehs | Danielle H. Lee]]&amp;lt;br/&amp;gt;Projects: [[Eventur]], [[Proactive]]&amp;lt;br/&amp;gt;Associate Professor, Management Information Systems, Chung-Ang University, Korea&lt;br /&gt;
Image:Michael_V_Yudelson.gif|&#039;&#039;&#039;[[User:Myudelson | Michael V. Yudelson]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Projects: [[Knowledge Tree]], [[CUMULATE]], [[PERSEUS]], [[NavEx]], [[CoPE]], [[WebEx]]&amp;lt;br/&amp;gt;Staff Data Scientist, Chegg&lt;br /&gt;
Image:jaewook-1.jpg|[[User:Jahn | Jae-wook Ahn]]&amp;lt;br/&amp;gt;Projects: [[ADVISE]], [[Adaptive VIBE]], [[YourNews]], [[TaskSieve]], [[NameSieve]]&amp;lt;br/&amp;gt;Research Staff Member, Distributed AI, IBM Research&lt;br /&gt;
Image:RostaFarzan.jpg|[[User:Rostaf | Rosta Farzan]]&amp;lt;br/&amp;gt;Professor, School of Computing and Information, University of Pittsburgh.&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Master Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:ZaraBlum.jpeg|[https://www.linkedin.com/in/zarajblum/ Zara Blum]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
Image:Gangeshwari_Rajavelu.png|[https://www.linkedin.com/in/gangeshwari-rajavelu-94991137/ Gangeshwari Rajavelu]&lt;br /&gt;
Image:ShrutiSabusuresh.jpeg|[https://www.linkedin.com/in/shrutisabusuresh/ Shruti Sabusuresh]&lt;br /&gt;
Image:WeiJeng.jpeg|[https://homepage.ntu.edu.tw/~wjeng/ Wei Jeng]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:ShaopengZhang.jpeg|[https://www.linkedin.com/in/shaopengzhang/ Shaopeng Zhang]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:Gayathri.jpeg|[https://www.linkedin.com/in/gayathrikrishnamoorthy/ Gayathri Krishnamoorthy]&lt;br /&gt;
Image:Dhruba.jpeg|[https://www.linkedin.com/in/dbaishya/ Dhruba Baishya]&lt;br /&gt;
Image:VikKhenat.jpeg|[https://www.linkedin.com/in/vik-khenat/ Vik Khenat]&lt;br /&gt;
Image:Chavan_girish.jpeg|[https://www.linkedin.com/in/girishchavan Girish Chavan]&amp;lt;br/&amp;gt;CTO Astrata Inc&lt;br /&gt;
Image:Tibor Dumitriu.gif|[http://www.sis.pitt.edu/~dumitriu/ Tibor Dumitriu]&amp;lt;br/&amp;gt;Projects: [http://ir.exp.sis.pitt.edu/advise/ AdVisE]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Faculty ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:dr_bereket_yilma.jpg |[https://bekyilma.github.io/ Dr. Bereket Yilma]&lt;br /&gt;
Image:Jaakko peltonen 215x296.jpg|[http://users.ics.aalto.fi/jtpelto// Jaakko Peltonen]&lt;br /&gt;
Image:IMG_0611.JPG|[http://www.dcs.warwick.ac.uk/~acristea/ Alexandra I. Cristea]&lt;br /&gt;
Image:Sibel.jpg|[http://sibelsomyurek.com/ Sibel Somyürek]&lt;br /&gt;
Image:Susan_bull.png|[https://www.researchgate.net/profile/Susan_Bull2 Susan Bull]&lt;br /&gt;
Image:KatrienVerbert.jpg|[http://people.cs.kuleuven.be/~katrien.verbert/KatrienVerbert/Katrien_Verbert.html Katrien Verbert]&lt;br /&gt;
Image:Roman bednarik.png|[http://cs.uef.fi/~rbednari/ Roman Bednarik]&lt;br /&gt;
Image:TanjaMitrovic.jpg|[http://www.cosc.canterbury.ac.nz/tanja.mitrovic/ Tanja Mitrovic]&lt;br /&gt;
Image:Eva millan.gif|[http://www.lcc.uma.es/~eva/ Eva Millán Valldeperas]&lt;br /&gt;
Image:Julita vasilleva.gif|[http://www.cs.usask.ca/faculty/julita/ Julita Vassileva]&lt;br /&gt;
Image:NicolaHenze.gif|[http://www.kbs.uni-hannover.de/~henze/ Nicola Henze]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Scholars == &lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:alice.jpg |[https://research-portal.uu.nl/en/persons/alice-micheli Alice Micheli] &amp;lt;br/&amp;gt; Utrecht University, Netherlands&lt;br /&gt;
Image:1648208030273.jpg | [https://www.linkedin.com/in/maxwellszymanski/ Maxwell Szymanski] &amp;lt;br/&amp;gt; KU Leuven, Belgium&lt;br /&gt;
Image:Francesco.jpeg | [https://www.ifi.uzh.ch/en/zest/team/francesco_sovrano.html Francesco Sovrano] &amp;lt;br/&amp;gt; Universita Degli Studi Bologna, Italy&lt;br /&gt;
Image:boet_hubert.jpg |[https://www.linkedin.com/in/hubertboet/ Hubert Boët] &amp;lt;br/&amp;gt; Université Sorbonne Paris Nord&lt;br /&gt;
Image:Laia_alb%C3%B3.png|[https://scholar.google.es/citations?user=G8XglngAAAAJ&amp;amp;hl=ca Laia Albó] &amp;lt;br/&amp;gt; Universitat Pompeu Fabra, Barcelona&lt;br /&gt;
Image:huhtamaki-jukka-300.jpg|[http://www.linkedin.com/in/jukkahuhtamaki Jukka Huhtamäki]&amp;lt;br/&amp;gt;University of Tampere, Finland&lt;br /&gt;
Image:CECILIA.jpeg|[https://www.linkedin.com/in/cecilia-di-sciascio/ Cecilia di Sciascio]&amp;lt;br/&amp;gt;Know Center, Graz, Austria&lt;br /&gt;
Image:Andrew.jpg|[https://www.researchgate.net/profile/Shuchen-Li Shuchen Li] &amp;lt;br/&amp;gt;Beijing University of Posts and Telecommunications&lt;br /&gt;
Image:Rafael.png|[https://rafaelrda.wordpress.com Rafael Dias Araújo]&amp;lt;br/&amp;gt;Assistant Professor&amp;lt;br/&amp;gt;Federal University of Uberlandia, Brazil&lt;br /&gt;
Image:Ayca cebi.jpg|[https://ktu.academia.edu/aycacebi Ayça ÇEBİ] &amp;lt;br/&amp;gt;Trabzon University&lt;br /&gt;
Image:File crop1 1183908 y 384.jpg|[https://people.aalto.fi/index.html?profilepage=isfor#!teemu_sirkia Teemu Sirkiä]&amp;lt;br/&amp;gt;Aalto University, Finland&lt;br /&gt;
Image:Chris_face.jpg|[https://www.christophtrattner.info/ Christof Trattner]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Bergen&lt;br /&gt;
Image:Michelle_liang.JPG|[https://www.linkedin.com/in/drmichelleliang/ Michelle Liang]&lt;br /&gt;
Image:Yetunde.JPG|[https://wit.edu/directory/yetunde-folajimi Yetunde Folajimi] &amp;lt;br/&amp;gt;Associate Professor&amp;lt;br/&amp;gt;Wentworth Institute of Technology&lt;br /&gt;
Image:Pkraker.jpg|[http://science20.wordpress.com Peter Kraker] &amp;lt;br/&amp;gt;Open Knowledge Maps&lt;br /&gt;
Image:Kim.jpg|Jaekyung Kim&lt;br /&gt;
Image:Jbravo.gif|[http://www.eps.uam.es/esp/personal/ficha.php?empid=367 Javier Bravo Agapito]&lt;br /&gt;
Image:MarkusKetterl1.jpg|[http://studip.serv.uni-osnabrueck.de/extern.php?username=mketterl&amp;amp;page_url=http://www.virtuos.uni-osnabrueck.de/VirtUOS/TemplStudipMitarbDetails&amp;amp;global_id=4c8fb9ddd4dde83366119b2031d39ab3 Markus Ketterl]&lt;br /&gt;
Image:Jillfreyne.jpg|[https://www.linkedin.com/in/jfreyne/ Jill Freyne]&amp;lt;br/&amp;gt;Deputy Chief Scientist&amp;lt;br/&amp;gt;CSIRO&lt;br /&gt;
Image:Robert.jpg|[https://bhh.hamburg.de/prof-dr-robert-mertens/ Robert Mertens] &amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;Berufliche Hochschule Hamburg&lt;br /&gt;
Image:Roman bednarik.png|[https://cs.joensuu.fi/~rbednari/ Roman Bednarik]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Eastern Finland&lt;br /&gt;
Image:Ewald ramp.jpg|[https://www.linkedin.com/in/ewaldramp/ Ewald W. A. Ramp]&amp;lt;br/&amp;gt;Strategic Systems &amp;amp; Technology Corporation&lt;br /&gt;
Image:Jacopo.jpg|[https://www.linkedin.com/in/jacopoarmani/ Jacopo Armani] &amp;lt;br/&amp;gt;Director/Producer &amp;lt;br/&amp;gt;Fireflies&lt;br /&gt;
Image:Liping_wang.jpg|Liping Wang&amp;lt;br/&amp;gt;JiLin University&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=CN3&amp;diff=4999</id>
		<title>CN3</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=CN3&amp;diff=4999"/>
		<updated>2026-01-12T01:36:42Z</updated>

		<summary type="html">&lt;p&gt;Peterb: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== About the system ==&lt;br /&gt;
Conference Navigator 3 is an EAGER (Early Concept Grants for Exploratory Research) project. The project aims to explore personalization and social networking for short-term communities. Using academic research conferences as a test bed, the project will explore new methods to leverage information about user interests (available from multiple external resources) and develop techniques to facilitate use of existing social technologies. &lt;br /&gt;
&lt;br /&gt;
== Team ==&lt;br /&gt;
&#039;&#039;&#039;PI:&#039;&#039;&#039; Associate Professor [[User:Peterb|Peter Brusilovsky]]. &lt;br /&gt;
&lt;br /&gt;
&#039;&#039;&#039;co-PI:&#039;&#039;&#039; Assistant Professor Jung Sun Oh.&lt;br /&gt;
&lt;br /&gt;
&#039;&#039;&#039;Research Assistants:&#039;&#039;&#039; &lt;br /&gt;
&lt;br /&gt;
- Chirayu Wongchokprasittti: Researcher on recommendations, main developer of the two first versions of CN and co-developer of CN3.&lt;br /&gt;
&lt;br /&gt;
- [[User:Sherry|Sherry Sahebi]]: Researcher on recommendations and software developer.&lt;br /&gt;
&lt;br /&gt;
- Wei Jeng: User interface design and data analysis for CN3&lt;br /&gt;
&lt;br /&gt;
- Shaopeng Zhang: Developer and designer of web user interface for CN3.&lt;br /&gt;
&lt;br /&gt;
- Lei Jin: Developer of Android application.&lt;br /&gt;
&lt;br /&gt;
- Ranjani Rajagopal: Developer and designer of Android and iPhone application.&lt;br /&gt;
&lt;br /&gt;
- [[User:DParra|Denis Parra]]: Researcher on recommendations and software developer.&lt;br /&gt;
&lt;br /&gt;
- Steve Van Tuyl: Researcher on social networks.&lt;br /&gt;
&lt;br /&gt;
- [[User:Clau|Claudia Lopez]]: Researcher on incentive-based design and software developer.&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=Personalization_and_Social_Networking_for_Short-Term_Communities&amp;diff=4998</id>
		<title>Personalization and Social Networking for Short-Term Communities</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=Personalization_and_Social_Networking_for_Short-Term_Communities&amp;diff=4998"/>
		<updated>2026-01-12T01:33:33Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Team */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== About the project ==&lt;br /&gt;
This NSF-supported project aims to explore personalization and social networking for short-term communities. Using academic research conferences as a test bed, the project explored new methods to leverage information about user interests (available from multiple external resources) and develop techniques to facilitate use of existing social technologies. In the course of the project we implemented and explored Conference Navigator 3 along with a number of recommendation and visualization approaches for it.&lt;br /&gt;
&lt;br /&gt;
== Systems ==&lt;br /&gt;
&lt;br /&gt;
[[CN3|Conference Navigator 3]]  is a social conference support system. It offers an enhanced version of traditional tools: conference schedule and attendee list. It combines social tagging and social navigation features, but also use accumulated data from existing long-term communities (e.g. Facebook, CiteULike, Mendeley) to help users to find the relevant sessions to attend and to determine the appropriate people to make contact with during the conference. [[CN3|more]]&lt;br /&gt;
&lt;br /&gt;
Conference Navigator 3 is an EAGER (Early Concept Grants for Exploratory Research) project. The project aims to explore personalization and social networking for short-term communities. Using academic research conferences as a test bed, the project will explore new methods to leverage information about user interests (available from multiple external resources) and develop techniques to facilitate use of existing social technologies. &lt;br /&gt;
&lt;br /&gt;
A link to our system will be here by December 22th, 2010.&lt;br /&gt;
&lt;br /&gt;
&#039;&#039;&#039;PI:&#039;&#039;&#039; Associate Professor [[User:Peterb|Peter Brusilovsky]]. &lt;br /&gt;
&lt;br /&gt;
&#039;&#039;&#039;co-PI:&#039;&#039;&#039; Assistant Professor Jung Sun Oh.&lt;br /&gt;
&lt;br /&gt;
&#039;&#039;&#039;Team:&#039;&#039;&#039; &lt;br /&gt;
&lt;br /&gt;
- Chirayu Wongchokprasittti: Researcher on recommendations, main developer of the two first versions of CN and co-developer of CN3.&lt;br /&gt;
&lt;br /&gt;
- [[User:Sherry|Sherry Sahebi]]: Researcher on recommendations and software developer.&lt;br /&gt;
&lt;br /&gt;
- Wei Jeng: User interface design and data analysis for CN3&lt;br /&gt;
&lt;br /&gt;
- Shaopeng Zhang: Developer and designer of web user interface for CN3.&lt;br /&gt;
&lt;br /&gt;
- Lei Jin: Developer of Android application.&lt;br /&gt;
&lt;br /&gt;
- Ranjani Rajagopal: Developer and designer of Android and iPhone application.&lt;br /&gt;
&lt;br /&gt;
- [[User:DParra|Denis Parra]]: Researcher on recommendations and software developer.&lt;br /&gt;
&lt;br /&gt;
- Steve Van Tuyl: Researcher on social networks.&lt;br /&gt;
&lt;br /&gt;
- [[User:Clau|Claudia Lopez]]: Researcher on incentive-based design and software developer.&lt;br /&gt;
&lt;br /&gt;
== Publications ==&lt;br /&gt;
&lt;br /&gt;
* Wongchokprasitti, C., Brusilovsky, P., and Parra, D. (2010) Conference Navigator 2.0: Community-Based Recommendation for Academic Conferences. In:  Proceedings of Workshop on Social Recommender Systems at the International Conference on Intelligent User Interfaces (IUI 2010), Hong Kong, China, February 7, 2010, available at [http://www.comp.hkbu.edu.hk/~lichen/srs2010/downloads/paper/21-final%20version%20cn20.pdf].&lt;br /&gt;
&lt;br /&gt;
* Brusilovsky, P., Parra, D., Sahebi, S., and Wongchokprasitti, C. (2010) Collaborative Information Finding in Smaller Communities: The Case of Research Talks. In:  Proceedings of 6th International ICST Conference on Collaborative Computing: Networking, Applications and Worksharing, Chicago, Illinois, USA October 9-12, 2010.&lt;br /&gt;
&lt;br /&gt;
* Parra-Santander, D., Jeng, W., Brusilovsky, P., López, C., and Sahebi, S. (2012) Conference Navigator 3: An online social conference support system. In: E. Herder, K. Yacef, L. Chen and S. Weibelzahl (eds.) Proceedings of Workshop and Poster Proceedings of the 20th Conference on User Modeling, Adaptation, and Personalization, Montreal, Canada, July 16-20, 2012.&lt;br /&gt;
&lt;br /&gt;
* Parra, D. and Brusilovsky, P. (2013) A Field Study of a Visual Controllable Talk Recommender. In:  Proceedings of Proceedings of the 2013 Chilean Conference on Human - Computer Interaction, Temuco, Chile, ACM, pp. 56-59.&lt;br /&gt;
&lt;br /&gt;
* Verbert, K., Parra-Santander, D., Brusilovsky, P., and Duval, E. (2013) Visualizing Recommendations to Support Exploration, Transparency and Controllability. In:  Proceedings of the 2013 International Conference on Intelligent User Interfaces, IUI &#039;2013, Santa Monica, USA, March 19–22, 2013, ACM Press, pp. 351-362, available at [http://dl.acm.org/citation.cfm?id=2449442].&lt;br /&gt;
&lt;br /&gt;
* Verbert, K., Parra, D., and Brusilovsky, P. (2014) The Effect of Different Set-based Visualizations on User Exploration of Recommendations In:  Proceedings of Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS&#039;14) at 2014 ACM Conference on Recommender Systems  (RecSys&#039;14), Silicon Valley, USA, October 6, 2014, ACM Press, pp. 37-44, [http://ceur-ws.org/Vol-1253/paper7.pdf].&lt;br /&gt;
&lt;br /&gt;
* Parra-Santander, D., Brusilovsky, P., and Trattner, C. (2014) See What You Want to See: Visual User-Driven Approach for Hybrid Recommendation. In:  Proceedings of Proceedings of the 19th International Conference on Intelligent User Interfaces, Haifa, Israel, ACM, pp. 235-240 [http://dl.acm.org/citation.cfm?id=2557542]&lt;br /&gt;
&lt;br /&gt;
* Lee, D. and Brusilovsky, P. (2014) Recommending Talks at Research Conferences Using Users’ Social Networks. International Journal of Cooperative Information Systems  23 (2).&lt;br /&gt;
&lt;br /&gt;
* Verbert, K., Parra-Santander, D., and Brusilovsky, P. (2016) Agents Vs. Users: Visual Recommendation of Research Talks with Multiple Dimension of Relevance. ACM Transactions on Interactive Intelligent Systems  6 (2), Article No. 11 &lt;br /&gt;
&lt;br /&gt;
* Verbert, K., Seipp, K., He, C., Parra, D., Wongchokprasitti, C., and Brusilovsky, P. (2016) Scalable Exploration of Relevance Prospects to Support Decision Making. In: P. Brusilovsky, et al. (eds.) Proceedings of Joint Workshop on Interfaces and Human Decision Making for Recommender Systems at 10th ACM Conference on Recommender Systems, Boston, MA, USA, September 16, 2016, pp. 28-35.&lt;br /&gt;
&lt;br /&gt;
* Verbert, K., Brusilovsky, P., Wongchokprasitti, C., Parra, D., and Cardoso, B. (2017) Supporting Conference Attendees with Visual Decision Making Interfaces. In:  Proceedings of the 22nd International Conference on Intelligent User Interfaces (Companion Proceedings), Limassol, Cyprus, ACM, pp. 161-164. &lt;br /&gt;
&lt;br /&gt;
* Bailey, S. M., Wei, J. A., Wang, C., Parra, D., and Brusilovsky, P. (2018) CNVis: A Web-Based Visual Analytics Tool for Exploring Conference Navigator Data. In:  Proceedings of IS&amp;amp;T International Symposium on Electronic Imaging: Visualization and Data Analysis, pp. 376.1-376.11.&lt;br /&gt;
&lt;br /&gt;
* Li, S., Brusilovsky, P., Su, S., and Cheng, X. (2018) Conference Paper Recommendation for Academic Conferences. IEEE Access  6, 17153 - 17164. [https://ieeexplore.ieee.org/document/8320373/]&lt;br /&gt;
&lt;br /&gt;
* Cardoso, B., Sedrakyan, G., Gutiérrez, F., Parra, D., Brusilovsky, P., and Verbert, K. (2019) IntersectionExplorer, a multi-perspective approach for exploring recommendations. International Journal of Human-Computer Studies  121 (January), 73-92.&lt;br /&gt;
&lt;br /&gt;
*Brusilovsky, P., Oh, J. S., López, C., Parra, D., and Jeng, W. (2017) Linking information and people in a social system for academic conferences. New Review of Hypermedia and Multimedia  23 (2), 81-111. [http://tandfonline.com/doi/full/10.1080/13614568.2016.1179796]&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=CN3&amp;diff=4997</id>
		<title>CN3</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=CN3&amp;diff=4997"/>
		<updated>2026-01-12T01:32:56Z</updated>

		<summary type="html">&lt;p&gt;Peterb: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;Conference Navigator 3 is an EAGER (Early Concept Grants for Exploratory Research) project. The project aims to explore personalization and social networking for short-term communities. Using academic research conferences as a test bed, the project will explore new methods to leverage information about user interests (available from multiple external resources) and develop techniques to facilitate use of existing social technologies. &lt;br /&gt;
&lt;br /&gt;
A link to our system will be here by December 22th, 2010.&lt;br /&gt;
&lt;br /&gt;
&#039;&#039;&#039;PI:&#039;&#039;&#039; Associate Professor [[User:Peterb|Peter Brusilovsky]]. &lt;br /&gt;
&lt;br /&gt;
&#039;&#039;&#039;co-PI:&#039;&#039;&#039; Assistant Professor Jung Sun Oh.&lt;br /&gt;
&lt;br /&gt;
&#039;&#039;&#039;Team:&#039;&#039;&#039; &lt;br /&gt;
&lt;br /&gt;
- Chirayu Wongchokprasittti: Researcher on recommendations, main developer of the two first versions of CN and co-developer of CN3.&lt;br /&gt;
&lt;br /&gt;
- [[User:Sherry|Sherry Sahebi]]: Researcher on recommendations and software developer.&lt;br /&gt;
&lt;br /&gt;
- Wei Jeng: User interface design and data analysis for CN3&lt;br /&gt;
&lt;br /&gt;
- Shaopeng Zhang: Developer and designer of web user interface for CN3.&lt;br /&gt;
&lt;br /&gt;
- Lei Jin: Developer of Android application.&lt;br /&gt;
&lt;br /&gt;
- Ranjani Rajagopal: Developer and designer of Android and iPhone application.&lt;br /&gt;
&lt;br /&gt;
- [[User:DParra|Denis Parra]]: Researcher on recommendations and software developer.&lt;br /&gt;
&lt;br /&gt;
- Steve Van Tuyl: Researcher on social networks.&lt;br /&gt;
&lt;br /&gt;
- [[User:Clau|Claudia Lopez]]: Researcher on incentive-based design and software developer.&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=4996</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=4996"/>
		<updated>2026-01-12T01:31:38Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Past Master Students */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Faculty ==&lt;br /&gt;
&amp;lt;gallery&amp;gt;&lt;br /&gt;
Image:Peter.jpg|&#039;&#039;&#039;[[User:Peterb | Peter Brusilovsky]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Director&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:Jordan.jpeg|[http://pitt.edu/~jab464 Jordan Barria-Pineda]&lt;br /&gt;
&lt;br /&gt;
Image:rully.jpeg|[https://ruhendrawan.com/ Rully Hendrawan]&amp;lt;br/&amp;gt; Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
&lt;br /&gt;
Image:moh70.jpg|[https://themhassany.github.io/ Mohammad Hassany]&lt;br /&gt;
&lt;br /&gt;
Image:arun.jpeg|[https://a2un.github.io/ Arun Lekshmi-Narayanan]&lt;br /&gt;
&lt;br /&gt;
Image:Rafaella.jpg|[https://www.linkedin.com/in/rafaella-sampaio-de-alencar/ Rafaella]&lt;br /&gt;
&lt;br /&gt;
Image:Quinn.jpg|[https://quinnkwolter.com/#page-top Quinn Wolter]&lt;br /&gt;
&lt;br /&gt;
Image:Marzieh.jpg|[https://www.linkedin.com/in/marzieh-alidadi/ Marzieh]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Kamil.jpg|[http://pitt.edu/~kaa108 Kamil Akhuseyinoglu]&amp;lt;br/&amp;gt;PostDoc, Carnegie Mellon&lt;br /&gt;
Image:behnam.jpg|[http://pitt.edu/~ber58 Behnam Rahdari]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]], [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&amp;lt;br/&amp;gt; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker] &amp;lt;br/&amp;gt;Projects: [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&lt;br /&gt;
Image:Arezou.jpg|[https://www.linkedin.com/in/arezou-farzaneh/ Arezou Farzaneh]&lt;br /&gt;
Image:Avatar.jpg|[http://pitt.edu/~hkc6 Hung Chau]&amp;lt;br /&amp;gt;Applied Scientist, Zillow&lt;br /&gt;
Image:zrisha.png|[https://zakrisha.com Zak Risha] &amp;lt;br /&amp;gt; [https://facetlab.pitt.edu/ FACETLab]&lt;br /&gt;
Image:Tsai.jpg|[http://www.cht77.com/ Chun-Hua Tsai] &amp;lt;br/&amp;gt;Assistant Professor, College of Information Science and Technology, University of Nebraska at Omaha&lt;br /&gt;
Image:Roya.jpg|[[User:R.hosseini | Roya Hosseini]]  &amp;lt;br/&amp;gt;Senior Applied Scientist, Microsoft&lt;br /&gt;
Image:yunhuang.png|[http://columbus.exp.sis.pitt.edu/yunhuang/index.htm Yun Huang] &amp;lt;br/&amp;gt; Assistant professor, Universidad Austral de Chile&lt;br /&gt;
Image:Julio.jpg|[[User:Julio | Julio Daniel Guerra]] &amp;lt;br/&amp;gt; Professor of Computer Science, Universidad Austral de Chile&lt;br /&gt;
Image:xidao.jpg|[[User:Xidao| Xidao Wen]]&amp;lt;br/&amp;gt;  Postdoctoral Researcher, Tsinghua University&lt;br /&gt;
Image:Shaghayeghsahebi.jpg|[[User:Sherry | Shaghayegh Sahebi (Sherry)]] &amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, University at Albany - State University of New York&lt;br /&gt;
Image:Clau.JPG|[[User:Clau | Claudia López]] &amp;lt;br/&amp;gt;Associate Professor, Departamento de Informática, Universidad Técnica Federico Santa María, Chile&lt;br /&gt;
Image:Kong.png|[[User:Chirayu | Chirayu Wongchokprasitti]] &amp;lt;br/&amp;gt; Department of Biomedical Informatics, University of Pittsburgh&lt;br /&gt;
Image:jennifer.jpg|[[User:Jennifer | Jennifer (Yiling) Lin]]&amp;lt;br/&amp;gt;Associate Professor, Department of Information Management, National Sun Yat-Sen University.&lt;br /&gt;
Image:Denis_PAWS_blog.jpg|[[User:Dparra | Denis Parra]]&amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, School of Engineering, Pontificia Universidad Católica de Chile&lt;br /&gt;
Image:Sergey.jpg|[[User:Sergey | Sergey Sosnovsky]]&amp;lt;br&amp;gt;Associate Professor, Utrecht University, Netherlands&lt;br /&gt;
Image:Hsiao.jpg|[[User:Shoha99 | Sharon (I-Han) Hsiao]]&amp;lt;br/&amp;gt;Projects: [[AnnotEx]], [[QuizJET]], [[Progressor]], [[ProgressorPlus]]&amp;lt;br/&amp;gt;Assistant Professor and David Packard endowed junior fellow, Department of Computer Science and Engineering, Santa Clara University&lt;br /&gt;
Image:Danielle.gif|[[User:Suleehs | Danielle H. Lee]]&amp;lt;br/&amp;gt;Projects: [[Eventur]], [[Proactive]]&amp;lt;br/&amp;gt;Associate Professor, Management Information Systems, Chung-Ang University, Korea&lt;br /&gt;
Image:Michael_V_Yudelson.gif|&#039;&#039;&#039;[[User:Myudelson | Michael V. Yudelson]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Projects: [[Knowledge Tree]], [[CUMULATE]], [[PERSEUS]], [[NavEx]], [[CoPE]], [[WebEx]]&amp;lt;br/&amp;gt;Staff Data Scientist, Chegg&lt;br /&gt;
Image:jaewook-1.jpg|[[User:Jahn | Jae-wook Ahn]]&amp;lt;br/&amp;gt;Projects: [[ADVISE]], [[Adaptive VIBE]], [[YourNews]], [[TaskSieve]], [[NameSieve]]&amp;lt;br/&amp;gt;Research Staff Member, Distributed AI, IBM Research&lt;br /&gt;
Image:RostaFarzan.jpg|[[User:Rostaf | Rosta Farzan]]&amp;lt;br/&amp;gt;Professor, School of Computing and Information, University of Pittsburgh.&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Master Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:ZaraBlum.jpeg|[https://www.linkedin.com/in/zarajblum/ Zara Blum]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
Image:Gangeshwari_Rajavelu.png|[https://www.linkedin.com/in/gangeshwari-rajavelu-94991137/ Gangeshwari Rajavelu]&lt;br /&gt;
Image:ShrutiSabusuresh.jpeg|[https://www.linkedin.com/in/shrutisabusuresh/ Shruti Sabusuresh]&lt;br /&gt;
Image:WeiJeng.jpeg|[https://homepage.ntu.edu.tw/~wjeng/ Wei Jeng]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:ShaopengZhang.jpeg|[https://www.linkedin.com/in/shaopengzhang/ Shaopeng Zhang]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:Gayathri.jpeg|[https://www.linkedin.com/in/gayathrikrishnamoorthy/ Gayathri Krishnamoorthy]&lt;br /&gt;
Image:Dhruba.jpeg|[https://www.linkedin.com/in/dbaishya/ Dhruba Baishya]&lt;br /&gt;
Image:VikKhenat.jpeg|[https://www.linkedin.com/in/vik-khenat/ Vik Khenat]&lt;br /&gt;
Image:Chavan_girish.jpeg|[https://www.linkedin.com/in/girishchavan Girish Chavan]&amp;lt;br/&amp;gt;CTO Astrata Inc&lt;br /&gt;
Image:Tibor Dumitriu.gif|[http://www.sis.pitt.edu/~dumitriu/ Tibor Dumitriu]&amp;lt;br/&amp;gt;Projects: [http://ir.exp.sis.pitt.edu/advise/ AdVisE]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Faculty ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:dr_bereket_yilma.jpg |[https://bekyilma.github.io/ Dr. Bereket Yilma]&lt;br /&gt;
Image:Jaakko peltonen 215x296.jpg|[http://users.ics.aalto.fi/jtpelto// Jaakko Peltonen]&lt;br /&gt;
Image:IMG_0611.JPG|[http://www.dcs.warwick.ac.uk/~acristea/ Alexandra I. Cristea]&lt;br /&gt;
Image:Sibel.jpg|[http://sibelsomyurek.com/ Sibel Somyürek]&lt;br /&gt;
Image:Susan_bull.png|[https://www.researchgate.net/profile/Susan_Bull2 Susan Bull]&lt;br /&gt;
Image:KatrienVerbert.jpg|[http://people.cs.kuleuven.be/~katrien.verbert/KatrienVerbert/Katrien_Verbert.html Katrien Verbert]&lt;br /&gt;
Image:Roman bednarik.png|[http://cs.uef.fi/~rbednari/ Roman Bednarik]&lt;br /&gt;
Image:TanjaMitrovic.jpg|[http://www.cosc.canterbury.ac.nz/tanja.mitrovic/ Tanja Mitrovic]&lt;br /&gt;
Image:Eva millan.gif|[http://www.lcc.uma.es/~eva/ Eva Millán Valldeperas]&lt;br /&gt;
Image:Julita vasilleva.gif|[http://www.cs.usask.ca/faculty/julita/ Julita Vassileva]&lt;br /&gt;
Image:NicolaHenze.gif|[http://www.kbs.uni-hannover.de/~henze/ Nicola Henze]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Scholars == &lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:alice.jpg |[https://research-portal.uu.nl/en/persons/alice-micheli Alice Micheli] &amp;lt;br/&amp;gt; Utrecht University, Netherlands&lt;br /&gt;
Image:1648208030273.jpg | [https://www.linkedin.com/in/maxwellszymanski/ Maxwell Szymanski] &amp;lt;br/&amp;gt; KU Leuven, Belgium&lt;br /&gt;
Image:Francesco.jpeg | [https://www.ifi.uzh.ch/en/zest/team/francesco_sovrano.html Francesco Sovrano] &amp;lt;br/&amp;gt; Universita Degli Studi Bologna, Italy&lt;br /&gt;
Image:boet_hubert.jpg |[https://www.linkedin.com/in/hubertboet/ Hubert Boët] &amp;lt;br/&amp;gt; Université Sorbonne Paris Nord&lt;br /&gt;
Image:Laia_alb%C3%B3.png|[https://scholar.google.es/citations?user=G8XglngAAAAJ&amp;amp;hl=ca Laia Albó] &amp;lt;br/&amp;gt; Universitat Pompeu Fabra, Barcelona&lt;br /&gt;
Image:huhtamaki-jukka-300.jpg|[http://www.linkedin.com/in/jukkahuhtamaki Jukka Huhtamäki]&amp;lt;br/&amp;gt;University of Tampere, Finland&lt;br /&gt;
Image:CECILIA.jpeg|[https://www.linkedin.com/in/cecilia-di-sciascio/ Cecilia di Sciascio]&amp;lt;br/&amp;gt;Know Center, Graz, Austria&lt;br /&gt;
Image:Andrew.jpg|[https://www.researchgate.net/profile/Shuchen-Li Shuchen Li] &amp;lt;br/&amp;gt;Beijing University of Posts and Telecommunications&lt;br /&gt;
Image:Rafael.png|[https://rafaelrda.wordpress.com Rafael Dias Araújo]&amp;lt;br/&amp;gt;Assistant Professor&amp;lt;br/&amp;gt;Federal University of Uberlandia, Brazil&lt;br /&gt;
Image:Ayca cebi.jpg|[https://ktu.academia.edu/aycacebi Ayça ÇEBİ] &amp;lt;br/&amp;gt;Trabzon University&lt;br /&gt;
Image:File crop1 1183908 y 384.jpg|[https://people.aalto.fi/index.html?profilepage=isfor#!teemu_sirkia Teemu Sirkiä]&amp;lt;br/&amp;gt;Aalto University, Finland&lt;br /&gt;
Image:Chris_face.jpg|[https://www.christophtrattner.info/ Christof Trattner]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Bergen&lt;br /&gt;
Image:Michelle_liang.JPG|[https://www.linkedin.com/in/drmichelleliang/ Michelle Liang]&lt;br /&gt;
Image:Yetunde.JPG|[https://wit.edu/directory/yetunde-folajimi Yetunde Folajimi] &amp;lt;br/&amp;gt;Associate Professor&amp;lt;br/&amp;gt;Wentworth Institute of Technology&lt;br /&gt;
Image:Pkraker.jpg|[http://science20.wordpress.com Peter Kraker] &amp;lt;br/&amp;gt;Open Knowledge Maps&lt;br /&gt;
Image:Kim.jpg|Jaekyung Kim&lt;br /&gt;
Image:Jbravo.gif|[http://www.eps.uam.es/esp/personal/ficha.php?empid=367 Javier Bravo Agapito]&lt;br /&gt;
Image:MarkusKetterl1.jpg|[http://studip.serv.uni-osnabrueck.de/extern.php?username=mketterl&amp;amp;page_url=http://www.virtuos.uni-osnabrueck.de/VirtUOS/TemplStudipMitarbDetails&amp;amp;global_id=4c8fb9ddd4dde83366119b2031d39ab3 Markus Ketterl]&lt;br /&gt;
Image:Jillfreyne.jpg|[https://www.linkedin.com/in/jfreyne/ Jill Freyne]&amp;lt;br/&amp;gt;Deputy Chief Scientist&amp;lt;br/&amp;gt;CSIRO&lt;br /&gt;
Image:Robert.jpg|[https://bhh.hamburg.de/prof-dr-robert-mertens/ Robert Mertens] &amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;Berufliche Hochschule Hamburg&lt;br /&gt;
Image:Roman bednarik.png|[https://cs.joensuu.fi/~rbednari/ Roman Bednarik]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Eastern Finland&lt;br /&gt;
Image:Ewald ramp.jpg|[https://www.linkedin.com/in/ewaldramp/ Ewald W. A. Ramp]&amp;lt;br/&amp;gt;Strategic Systems &amp;amp; Technology Corporation&lt;br /&gt;
Image:Jacopo.jpg|[https://www.linkedin.com/in/jacopoarmani/ Jacopo Armani] &amp;lt;br/&amp;gt;Director/Producer &amp;lt;br/&amp;gt;Fireflies&lt;br /&gt;
Image:Liping_wang.jpg|Liping Wang&amp;lt;br/&amp;gt;JiLin University&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=4995</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=4995"/>
		<updated>2026-01-12T01:30:45Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Past Master Students */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Faculty ==&lt;br /&gt;
&amp;lt;gallery&amp;gt;&lt;br /&gt;
Image:Peter.jpg|&#039;&#039;&#039;[[User:Peterb | Peter Brusilovsky]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Director&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:Jordan.jpeg|[http://pitt.edu/~jab464 Jordan Barria-Pineda]&lt;br /&gt;
&lt;br /&gt;
Image:rully.jpeg|[https://ruhendrawan.com/ Rully Hendrawan]&amp;lt;br/&amp;gt; Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
&lt;br /&gt;
Image:moh70.jpg|[https://themhassany.github.io/ Mohammad Hassany]&lt;br /&gt;
&lt;br /&gt;
Image:arun.jpeg|[https://a2un.github.io/ Arun Lekshmi-Narayanan]&lt;br /&gt;
&lt;br /&gt;
Image:Rafaella.jpg|[https://www.linkedin.com/in/rafaella-sampaio-de-alencar/ Rafaella]&lt;br /&gt;
&lt;br /&gt;
Image:Quinn.jpg|[https://quinnkwolter.com/#page-top Quinn Wolter]&lt;br /&gt;
&lt;br /&gt;
Image:Marzieh.jpg|[https://www.linkedin.com/in/marzieh-alidadi/ Marzieh]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Kamil.jpg|[http://pitt.edu/~kaa108 Kamil Akhuseyinoglu]&amp;lt;br/&amp;gt;PostDoc, Carnegie Mellon&lt;br /&gt;
Image:behnam.jpg|[http://pitt.edu/~ber58 Behnam Rahdari]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]], [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&amp;lt;br/&amp;gt; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker] &amp;lt;br/&amp;gt;Projects: [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&lt;br /&gt;
Image:Arezou.jpg|[https://www.linkedin.com/in/arezou-farzaneh/ Arezou Farzaneh]&lt;br /&gt;
Image:Avatar.jpg|[http://pitt.edu/~hkc6 Hung Chau]&amp;lt;br /&amp;gt;Applied Scientist, Zillow&lt;br /&gt;
Image:zrisha.png|[https://zakrisha.com Zak Risha] &amp;lt;br /&amp;gt; [https://facetlab.pitt.edu/ FACETLab]&lt;br /&gt;
Image:Tsai.jpg|[http://www.cht77.com/ Chun-Hua Tsai] &amp;lt;br/&amp;gt;Assistant Professor, College of Information Science and Technology, University of Nebraska at Omaha&lt;br /&gt;
Image:Roya.jpg|[[User:R.hosseini | Roya Hosseini]]  &amp;lt;br/&amp;gt;Senior Applied Scientist, Microsoft&lt;br /&gt;
Image:yunhuang.png|[http://columbus.exp.sis.pitt.edu/yunhuang/index.htm Yun Huang] &amp;lt;br/&amp;gt; Assistant professor, Universidad Austral de Chile&lt;br /&gt;
Image:Julio.jpg|[[User:Julio | Julio Daniel Guerra]] &amp;lt;br/&amp;gt; Professor of Computer Science, Universidad Austral de Chile&lt;br /&gt;
Image:xidao.jpg|[[User:Xidao| Xidao Wen]]&amp;lt;br/&amp;gt;  Postdoctoral Researcher, Tsinghua University&lt;br /&gt;
Image:Shaghayeghsahebi.jpg|[[User:Sherry | Shaghayegh Sahebi (Sherry)]] &amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, University at Albany - State University of New York&lt;br /&gt;
Image:Clau.JPG|[[User:Clau | Claudia López]] &amp;lt;br/&amp;gt;Associate Professor, Departamento de Informática, Universidad Técnica Federico Santa María, Chile&lt;br /&gt;
Image:Kong.png|[[User:Chirayu | Chirayu Wongchokprasitti]] &amp;lt;br/&amp;gt; Department of Biomedical Informatics, University of Pittsburgh&lt;br /&gt;
Image:jennifer.jpg|[[User:Jennifer | Jennifer (Yiling) Lin]]&amp;lt;br/&amp;gt;Associate Professor, Department of Information Management, National Sun Yat-Sen University.&lt;br /&gt;
Image:Denis_PAWS_blog.jpg|[[User:Dparra | Denis Parra]]&amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, School of Engineering, Pontificia Universidad Católica de Chile&lt;br /&gt;
Image:Sergey.jpg|[[User:Sergey | Sergey Sosnovsky]]&amp;lt;br&amp;gt;Associate Professor, Utrecht University, Netherlands&lt;br /&gt;
Image:Hsiao.jpg|[[User:Shoha99 | Sharon (I-Han) Hsiao]]&amp;lt;br/&amp;gt;Projects: [[AnnotEx]], [[QuizJET]], [[Progressor]], [[ProgressorPlus]]&amp;lt;br/&amp;gt;Assistant Professor and David Packard endowed junior fellow, Department of Computer Science and Engineering, Santa Clara University&lt;br /&gt;
Image:Danielle.gif|[[User:Suleehs | Danielle H. Lee]]&amp;lt;br/&amp;gt;Projects: [[Eventur]], [[Proactive]]&amp;lt;br/&amp;gt;Associate Professor, Management Information Systems, Chung-Ang University, Korea&lt;br /&gt;
Image:Michael_V_Yudelson.gif|&#039;&#039;&#039;[[User:Myudelson | Michael V. Yudelson]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Projects: [[Knowledge Tree]], [[CUMULATE]], [[PERSEUS]], [[NavEx]], [[CoPE]], [[WebEx]]&amp;lt;br/&amp;gt;Staff Data Scientist, Chegg&lt;br /&gt;
Image:jaewook-1.jpg|[[User:Jahn | Jae-wook Ahn]]&amp;lt;br/&amp;gt;Projects: [[ADVISE]], [[Adaptive VIBE]], [[YourNews]], [[TaskSieve]], [[NameSieve]]&amp;lt;br/&amp;gt;Research Staff Member, Distributed AI, IBM Research&lt;br /&gt;
Image:RostaFarzan.jpg|[[User:Rostaf | Rosta Farzan]]&amp;lt;br/&amp;gt;Professor, School of Computing and Information, University of Pittsburgh.&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Master Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:ZaraBlum.jpeg|[https://www.linkedin.com/in/zarajblum/ Zara Blum]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
Image:Gangeshwari_Rajavelu.png|[https://www.linkedin.com/in/gangeshwari-rajavelu-94991137/ Gangeshwari Rajavelu]&lt;br /&gt;
Image:ShrutiSabusuresh.jpeg|[https://www.linkedin.com/in/shrutisabusuresh/ Shruti Sabusuresh]&lt;br /&gt;
Image:WeiJeng.jpeg|[https://homepage.ntu.edu.tw/~wjeng/&amp;lt;br/&amp;gt;Wei Jeng]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:ShaopengZhang.jpeg|[https://www.linkedin.com/in/shaopengzhang//&amp;lt;br/&amp;gt;Shaopeng Zhang]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:Gayathri.jpeg|[https://www.linkedin.com/in/gayathrikrishnamoorthy/ Gayathri Krishnamoorthy]&lt;br /&gt;
Image:Dhruba.jpeg|[https://www.linkedin.com/in/dbaishya/ Dhruba Baishya]&lt;br /&gt;
Image:VikKhenat.jpeg|[https://www.linkedin.com/in/vik-khenat/ Vik Khenat]&lt;br /&gt;
Image:Chavan_girish.jpeg|[https://www.linkedin.com/in/girishchavan Girish Chavan]&amp;lt;br/&amp;gt;CTO Astrata Inc&lt;br /&gt;
Image:Tibor Dumitriu.gif|[http://www.sis.pitt.edu/~dumitriu/ Tibor Dumitriu]&amp;lt;br/&amp;gt;Projects: [http://ir.exp.sis.pitt.edu/advise/ AdVisE]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Faculty ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:dr_bereket_yilma.jpg |[https://bekyilma.github.io/ Dr. Bereket Yilma]&lt;br /&gt;
Image:Jaakko peltonen 215x296.jpg|[http://users.ics.aalto.fi/jtpelto// Jaakko Peltonen]&lt;br /&gt;
Image:IMG_0611.JPG|[http://www.dcs.warwick.ac.uk/~acristea/ Alexandra I. Cristea]&lt;br /&gt;
Image:Sibel.jpg|[http://sibelsomyurek.com/ Sibel Somyürek]&lt;br /&gt;
Image:Susan_bull.png|[https://www.researchgate.net/profile/Susan_Bull2 Susan Bull]&lt;br /&gt;
Image:KatrienVerbert.jpg|[http://people.cs.kuleuven.be/~katrien.verbert/KatrienVerbert/Katrien_Verbert.html Katrien Verbert]&lt;br /&gt;
Image:Roman bednarik.png|[http://cs.uef.fi/~rbednari/ Roman Bednarik]&lt;br /&gt;
Image:TanjaMitrovic.jpg|[http://www.cosc.canterbury.ac.nz/tanja.mitrovic/ Tanja Mitrovic]&lt;br /&gt;
Image:Eva millan.gif|[http://www.lcc.uma.es/~eva/ Eva Millán Valldeperas]&lt;br /&gt;
Image:Julita vasilleva.gif|[http://www.cs.usask.ca/faculty/julita/ Julita Vassileva]&lt;br /&gt;
Image:NicolaHenze.gif|[http://www.kbs.uni-hannover.de/~henze/ Nicola Henze]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Scholars == &lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:alice.jpg |[https://research-portal.uu.nl/en/persons/alice-micheli Alice Micheli] &amp;lt;br/&amp;gt; Utrecht University, Netherlands&lt;br /&gt;
Image:1648208030273.jpg | [https://www.linkedin.com/in/maxwellszymanski/ Maxwell Szymanski] &amp;lt;br/&amp;gt; KU Leuven, Belgium&lt;br /&gt;
Image:Francesco.jpeg | [https://www.ifi.uzh.ch/en/zest/team/francesco_sovrano.html Francesco Sovrano] &amp;lt;br/&amp;gt; Universita Degli Studi Bologna, Italy&lt;br /&gt;
Image:boet_hubert.jpg |[https://www.linkedin.com/in/hubertboet/ Hubert Boët] &amp;lt;br/&amp;gt; Université Sorbonne Paris Nord&lt;br /&gt;
Image:Laia_alb%C3%B3.png|[https://scholar.google.es/citations?user=G8XglngAAAAJ&amp;amp;hl=ca Laia Albó] &amp;lt;br/&amp;gt; Universitat Pompeu Fabra, Barcelona&lt;br /&gt;
Image:huhtamaki-jukka-300.jpg|[http://www.linkedin.com/in/jukkahuhtamaki Jukka Huhtamäki]&amp;lt;br/&amp;gt;University of Tampere, Finland&lt;br /&gt;
Image:CECILIA.jpeg|[https://www.linkedin.com/in/cecilia-di-sciascio/ Cecilia di Sciascio]&amp;lt;br/&amp;gt;Know Center, Graz, Austria&lt;br /&gt;
Image:Andrew.jpg|[https://www.researchgate.net/profile/Shuchen-Li Shuchen Li] &amp;lt;br/&amp;gt;Beijing University of Posts and Telecommunications&lt;br /&gt;
Image:Rafael.png|[https://rafaelrda.wordpress.com Rafael Dias Araújo]&amp;lt;br/&amp;gt;Assistant Professor&amp;lt;br/&amp;gt;Federal University of Uberlandia, Brazil&lt;br /&gt;
Image:Ayca cebi.jpg|[https://ktu.academia.edu/aycacebi Ayça ÇEBİ] &amp;lt;br/&amp;gt;Trabzon University&lt;br /&gt;
Image:File crop1 1183908 y 384.jpg|[https://people.aalto.fi/index.html?profilepage=isfor#!teemu_sirkia Teemu Sirkiä]&amp;lt;br/&amp;gt;Aalto University, Finland&lt;br /&gt;
Image:Chris_face.jpg|[https://www.christophtrattner.info/ Christof Trattner]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Bergen&lt;br /&gt;
Image:Michelle_liang.JPG|[https://www.linkedin.com/in/drmichelleliang/ Michelle Liang]&lt;br /&gt;
Image:Yetunde.JPG|[https://wit.edu/directory/yetunde-folajimi Yetunde Folajimi] &amp;lt;br/&amp;gt;Associate Professor&amp;lt;br/&amp;gt;Wentworth Institute of Technology&lt;br /&gt;
Image:Pkraker.jpg|[http://science20.wordpress.com Peter Kraker] &amp;lt;br/&amp;gt;Open Knowledge Maps&lt;br /&gt;
Image:Kim.jpg|Jaekyung Kim&lt;br /&gt;
Image:Jbravo.gif|[http://www.eps.uam.es/esp/personal/ficha.php?empid=367 Javier Bravo Agapito]&lt;br /&gt;
Image:MarkusKetterl1.jpg|[http://studip.serv.uni-osnabrueck.de/extern.php?username=mketterl&amp;amp;page_url=http://www.virtuos.uni-osnabrueck.de/VirtUOS/TemplStudipMitarbDetails&amp;amp;global_id=4c8fb9ddd4dde83366119b2031d39ab3 Markus Ketterl]&lt;br /&gt;
Image:Jillfreyne.jpg|[https://www.linkedin.com/in/jfreyne/ Jill Freyne]&amp;lt;br/&amp;gt;Deputy Chief Scientist&amp;lt;br/&amp;gt;CSIRO&lt;br /&gt;
Image:Robert.jpg|[https://bhh.hamburg.de/prof-dr-robert-mertens/ Robert Mertens] &amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;Berufliche Hochschule Hamburg&lt;br /&gt;
Image:Roman bednarik.png|[https://cs.joensuu.fi/~rbednari/ Roman Bednarik]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Eastern Finland&lt;br /&gt;
Image:Ewald ramp.jpg|[https://www.linkedin.com/in/ewaldramp/ Ewald W. A. Ramp]&amp;lt;br/&amp;gt;Strategic Systems &amp;amp; Technology Corporation&lt;br /&gt;
Image:Jacopo.jpg|[https://www.linkedin.com/in/jacopoarmani/ Jacopo Armani] &amp;lt;br/&amp;gt;Director/Producer &amp;lt;br/&amp;gt;Fireflies&lt;br /&gt;
Image:Liping_wang.jpg|Liping Wang&amp;lt;br/&amp;gt;JiLin University&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=File:ShaopengZhang.jpeg&amp;diff=4994</id>
		<title>File:ShaopengZhang.jpeg</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=File:ShaopengZhang.jpeg&amp;diff=4994"/>
		<updated>2026-01-12T01:29:57Z</updated>

		<summary type="html">&lt;p&gt;Peterb: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=4993</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=4993"/>
		<updated>2026-01-12T01:29:24Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Past Master Students */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Faculty ==&lt;br /&gt;
&amp;lt;gallery&amp;gt;&lt;br /&gt;
Image:Peter.jpg|&#039;&#039;&#039;[[User:Peterb | Peter Brusilovsky]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Director&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:Jordan.jpeg|[http://pitt.edu/~jab464 Jordan Barria-Pineda]&lt;br /&gt;
&lt;br /&gt;
Image:rully.jpeg|[https://ruhendrawan.com/ Rully Hendrawan]&amp;lt;br/&amp;gt; Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
&lt;br /&gt;
Image:moh70.jpg|[https://themhassany.github.io/ Mohammad Hassany]&lt;br /&gt;
&lt;br /&gt;
Image:arun.jpeg|[https://a2un.github.io/ Arun Lekshmi-Narayanan]&lt;br /&gt;
&lt;br /&gt;
Image:Rafaella.jpg|[https://www.linkedin.com/in/rafaella-sampaio-de-alencar/ Rafaella]&lt;br /&gt;
&lt;br /&gt;
Image:Quinn.jpg|[https://quinnkwolter.com/#page-top Quinn Wolter]&lt;br /&gt;
&lt;br /&gt;
Image:Marzieh.jpg|[https://www.linkedin.com/in/marzieh-alidadi/ Marzieh]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Kamil.jpg|[http://pitt.edu/~kaa108 Kamil Akhuseyinoglu]&amp;lt;br/&amp;gt;PostDoc, Carnegie Mellon&lt;br /&gt;
Image:behnam.jpg|[http://pitt.edu/~ber58 Behnam Rahdari]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]], [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&amp;lt;br/&amp;gt; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker] &amp;lt;br/&amp;gt;Projects: [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&lt;br /&gt;
Image:Arezou.jpg|[https://www.linkedin.com/in/arezou-farzaneh/ Arezou Farzaneh]&lt;br /&gt;
Image:Avatar.jpg|[http://pitt.edu/~hkc6 Hung Chau]&amp;lt;br /&amp;gt;Applied Scientist, Zillow&lt;br /&gt;
Image:zrisha.png|[https://zakrisha.com Zak Risha] &amp;lt;br /&amp;gt; [https://facetlab.pitt.edu/ FACETLab]&lt;br /&gt;
Image:Tsai.jpg|[http://www.cht77.com/ Chun-Hua Tsai] &amp;lt;br/&amp;gt;Assistant Professor, College of Information Science and Technology, University of Nebraska at Omaha&lt;br /&gt;
Image:Roya.jpg|[[User:R.hosseini | Roya Hosseini]]  &amp;lt;br/&amp;gt;Senior Applied Scientist, Microsoft&lt;br /&gt;
Image:yunhuang.png|[http://columbus.exp.sis.pitt.edu/yunhuang/index.htm Yun Huang] &amp;lt;br/&amp;gt; Assistant professor, Universidad Austral de Chile&lt;br /&gt;
Image:Julio.jpg|[[User:Julio | Julio Daniel Guerra]] &amp;lt;br/&amp;gt; Professor of Computer Science, Universidad Austral de Chile&lt;br /&gt;
Image:xidao.jpg|[[User:Xidao| Xidao Wen]]&amp;lt;br/&amp;gt;  Postdoctoral Researcher, Tsinghua University&lt;br /&gt;
Image:Shaghayeghsahebi.jpg|[[User:Sherry | Shaghayegh Sahebi (Sherry)]] &amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, University at Albany - State University of New York&lt;br /&gt;
Image:Clau.JPG|[[User:Clau | Claudia López]] &amp;lt;br/&amp;gt;Associate Professor, Departamento de Informática, Universidad Técnica Federico Santa María, Chile&lt;br /&gt;
Image:Kong.png|[[User:Chirayu | Chirayu Wongchokprasitti]] &amp;lt;br/&amp;gt; Department of Biomedical Informatics, University of Pittsburgh&lt;br /&gt;
Image:jennifer.jpg|[[User:Jennifer | Jennifer (Yiling) Lin]]&amp;lt;br/&amp;gt;Associate Professor, Department of Information Management, National Sun Yat-Sen University.&lt;br /&gt;
Image:Denis_PAWS_blog.jpg|[[User:Dparra | Denis Parra]]&amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, School of Engineering, Pontificia Universidad Católica de Chile&lt;br /&gt;
Image:Sergey.jpg|[[User:Sergey | Sergey Sosnovsky]]&amp;lt;br&amp;gt;Associate Professor, Utrecht University, Netherlands&lt;br /&gt;
Image:Hsiao.jpg|[[User:Shoha99 | Sharon (I-Han) Hsiao]]&amp;lt;br/&amp;gt;Projects: [[AnnotEx]], [[QuizJET]], [[Progressor]], [[ProgressorPlus]]&amp;lt;br/&amp;gt;Assistant Professor and David Packard endowed junior fellow, Department of Computer Science and Engineering, Santa Clara University&lt;br /&gt;
Image:Danielle.gif|[[User:Suleehs | Danielle H. Lee]]&amp;lt;br/&amp;gt;Projects: [[Eventur]], [[Proactive]]&amp;lt;br/&amp;gt;Associate Professor, Management Information Systems, Chung-Ang University, Korea&lt;br /&gt;
Image:Michael_V_Yudelson.gif|&#039;&#039;&#039;[[User:Myudelson | Michael V. Yudelson]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Projects: [[Knowledge Tree]], [[CUMULATE]], [[PERSEUS]], [[NavEx]], [[CoPE]], [[WebEx]]&amp;lt;br/&amp;gt;Staff Data Scientist, Chegg&lt;br /&gt;
Image:jaewook-1.jpg|[[User:Jahn | Jae-wook Ahn]]&amp;lt;br/&amp;gt;Projects: [[ADVISE]], [[Adaptive VIBE]], [[YourNews]], [[TaskSieve]], [[NameSieve]]&amp;lt;br/&amp;gt;Research Staff Member, Distributed AI, IBM Research&lt;br /&gt;
Image:RostaFarzan.jpg|[[User:Rostaf | Rosta Farzan]]&amp;lt;br/&amp;gt;Professor, School of Computing and Information, University of Pittsburgh.&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Master Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:ZaraBlum.jpeg|[https://www.linkedin.com/in/zarajblum/ Zara Blum]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
Image:Gangeshwari_Rajavelu.png|[https://www.linkedin.com/in/gangeshwari-rajavelu-94991137/ Gangeshwari Rajavelu]&lt;br /&gt;
Image:ShrutiSabusuresh.jpeg|[https://www.linkedin.com/in/shrutisabusuresh/ Shruti Sabusuresh]&lt;br /&gt;
Image:WeiJeng.jpeg|[https://homepage.ntu.edu.tw/~wjeng/&amp;lt;br/&amp;gt;Wei Jeng]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:WeiJeng.jpeg|[https://www.linkedin.com/in/shaopengzhang//&amp;lt;br/&amp;gt;Shaopeng Zhang]&amp;lt;br/&amp;gt;Projects: [[CN3]]&lt;br /&gt;
Image:Gayathri.jpeg|[https://www.linkedin.com/in/gayathrikrishnamoorthy/ Gayathri Krishnamoorthy]&lt;br /&gt;
Image:Dhruba.jpeg|[https://www.linkedin.com/in/dbaishya/ Dhruba Baishya]&lt;br /&gt;
Image:VikKhenat.jpeg|[https://www.linkedin.com/in/vik-khenat/ Vik Khenat]&lt;br /&gt;
Image:Chavan_girish.jpeg|[https://www.linkedin.com/in/girishchavan Girish Chavan]&amp;lt;br/&amp;gt;CTO Astrata Inc&lt;br /&gt;
Image:Tibor Dumitriu.gif|[http://www.sis.pitt.edu/~dumitriu/ Tibor Dumitriu]&amp;lt;br/&amp;gt;Projects: [http://ir.exp.sis.pitt.edu/advise/ AdVisE]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Faculty ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:dr_bereket_yilma.jpg |[https://bekyilma.github.io/ Dr. Bereket Yilma]&lt;br /&gt;
Image:Jaakko peltonen 215x296.jpg|[http://users.ics.aalto.fi/jtpelto// Jaakko Peltonen]&lt;br /&gt;
Image:IMG_0611.JPG|[http://www.dcs.warwick.ac.uk/~acristea/ Alexandra I. Cristea]&lt;br /&gt;
Image:Sibel.jpg|[http://sibelsomyurek.com/ Sibel Somyürek]&lt;br /&gt;
Image:Susan_bull.png|[https://www.researchgate.net/profile/Susan_Bull2 Susan Bull]&lt;br /&gt;
Image:KatrienVerbert.jpg|[http://people.cs.kuleuven.be/~katrien.verbert/KatrienVerbert/Katrien_Verbert.html Katrien Verbert]&lt;br /&gt;
Image:Roman bednarik.png|[http://cs.uef.fi/~rbednari/ Roman Bednarik]&lt;br /&gt;
Image:TanjaMitrovic.jpg|[http://www.cosc.canterbury.ac.nz/tanja.mitrovic/ Tanja Mitrovic]&lt;br /&gt;
Image:Eva millan.gif|[http://www.lcc.uma.es/~eva/ Eva Millán Valldeperas]&lt;br /&gt;
Image:Julita vasilleva.gif|[http://www.cs.usask.ca/faculty/julita/ Julita Vassileva]&lt;br /&gt;
Image:NicolaHenze.gif|[http://www.kbs.uni-hannover.de/~henze/ Nicola Henze]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Scholars == &lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:alice.jpg |[https://research-portal.uu.nl/en/persons/alice-micheli Alice Micheli] &amp;lt;br/&amp;gt; Utrecht University, Netherlands&lt;br /&gt;
Image:1648208030273.jpg | [https://www.linkedin.com/in/maxwellszymanski/ Maxwell Szymanski] &amp;lt;br/&amp;gt; KU Leuven, Belgium&lt;br /&gt;
Image:Francesco.jpeg | [https://www.ifi.uzh.ch/en/zest/team/francesco_sovrano.html Francesco Sovrano] &amp;lt;br/&amp;gt; Universita Degli Studi Bologna, Italy&lt;br /&gt;
Image:boet_hubert.jpg |[https://www.linkedin.com/in/hubertboet/ Hubert Boët] &amp;lt;br/&amp;gt; Université Sorbonne Paris Nord&lt;br /&gt;
Image:Laia_alb%C3%B3.png|[https://scholar.google.es/citations?user=G8XglngAAAAJ&amp;amp;hl=ca Laia Albó] &amp;lt;br/&amp;gt; Universitat Pompeu Fabra, Barcelona&lt;br /&gt;
Image:huhtamaki-jukka-300.jpg|[http://www.linkedin.com/in/jukkahuhtamaki Jukka Huhtamäki]&amp;lt;br/&amp;gt;University of Tampere, Finland&lt;br /&gt;
Image:CECILIA.jpeg|[https://www.linkedin.com/in/cecilia-di-sciascio/ Cecilia di Sciascio]&amp;lt;br/&amp;gt;Know Center, Graz, Austria&lt;br /&gt;
Image:Andrew.jpg|[https://www.researchgate.net/profile/Shuchen-Li Shuchen Li] &amp;lt;br/&amp;gt;Beijing University of Posts and Telecommunications&lt;br /&gt;
Image:Rafael.png|[https://rafaelrda.wordpress.com Rafael Dias Araújo]&amp;lt;br/&amp;gt;Assistant Professor&amp;lt;br/&amp;gt;Federal University of Uberlandia, Brazil&lt;br /&gt;
Image:Ayca cebi.jpg|[https://ktu.academia.edu/aycacebi Ayça ÇEBİ] &amp;lt;br/&amp;gt;Trabzon University&lt;br /&gt;
Image:File crop1 1183908 y 384.jpg|[https://people.aalto.fi/index.html?profilepage=isfor#!teemu_sirkia Teemu Sirkiä]&amp;lt;br/&amp;gt;Aalto University, Finland&lt;br /&gt;
Image:Chris_face.jpg|[https://www.christophtrattner.info/ Christof Trattner]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Bergen&lt;br /&gt;
Image:Michelle_liang.JPG|[https://www.linkedin.com/in/drmichelleliang/ Michelle Liang]&lt;br /&gt;
Image:Yetunde.JPG|[https://wit.edu/directory/yetunde-folajimi Yetunde Folajimi] &amp;lt;br/&amp;gt;Associate Professor&amp;lt;br/&amp;gt;Wentworth Institute of Technology&lt;br /&gt;
Image:Pkraker.jpg|[http://science20.wordpress.com Peter Kraker] &amp;lt;br/&amp;gt;Open Knowledge Maps&lt;br /&gt;
Image:Kim.jpg|Jaekyung Kim&lt;br /&gt;
Image:Jbravo.gif|[http://www.eps.uam.es/esp/personal/ficha.php?empid=367 Javier Bravo Agapito]&lt;br /&gt;
Image:MarkusKetterl1.jpg|[http://studip.serv.uni-osnabrueck.de/extern.php?username=mketterl&amp;amp;page_url=http://www.virtuos.uni-osnabrueck.de/VirtUOS/TemplStudipMitarbDetails&amp;amp;global_id=4c8fb9ddd4dde83366119b2031d39ab3 Markus Ketterl]&lt;br /&gt;
Image:Jillfreyne.jpg|[https://www.linkedin.com/in/jfreyne/ Jill Freyne]&amp;lt;br/&amp;gt;Deputy Chief Scientist&amp;lt;br/&amp;gt;CSIRO&lt;br /&gt;
Image:Robert.jpg|[https://bhh.hamburg.de/prof-dr-robert-mertens/ Robert Mertens] &amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;Berufliche Hochschule Hamburg&lt;br /&gt;
Image:Roman bednarik.png|[https://cs.joensuu.fi/~rbednari/ Roman Bednarik]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Eastern Finland&lt;br /&gt;
Image:Ewald ramp.jpg|[https://www.linkedin.com/in/ewaldramp/ Ewald W. A. Ramp]&amp;lt;br/&amp;gt;Strategic Systems &amp;amp; Technology Corporation&lt;br /&gt;
Image:Jacopo.jpg|[https://www.linkedin.com/in/jacopoarmani/ Jacopo Armani] &amp;lt;br/&amp;gt;Director/Producer &amp;lt;br/&amp;gt;Fireflies&lt;br /&gt;
Image:Liping_wang.jpg|Liping Wang&amp;lt;br/&amp;gt;JiLin University&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=File:WeiJeng.jpeg&amp;diff=4992</id>
		<title>File:WeiJeng.jpeg</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=File:WeiJeng.jpeg&amp;diff=4992"/>
		<updated>2026-01-12T01:25:07Z</updated>

		<summary type="html">&lt;p&gt;Peterb: Wei Jeng&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Summary ==&lt;br /&gt;
Wei Jeng&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=4991</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=4991"/>
		<updated>2026-01-12T01:24:28Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Past Master Students */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Faculty ==&lt;br /&gt;
&amp;lt;gallery&amp;gt;&lt;br /&gt;
Image:Peter.jpg|&#039;&#039;&#039;[[User:Peterb | Peter Brusilovsky]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Director&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:Jordan.jpeg|[http://pitt.edu/~jab464 Jordan Barria-Pineda]&lt;br /&gt;
&lt;br /&gt;
Image:rully.jpeg|[https://ruhendrawan.com/ Rully Hendrawan]&amp;lt;br/&amp;gt; Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
&lt;br /&gt;
Image:moh70.jpg|[https://themhassany.github.io/ Mohammad Hassany]&lt;br /&gt;
&lt;br /&gt;
Image:arun.jpeg|[https://a2un.github.io/ Arun Lekshmi-Narayanan]&lt;br /&gt;
&lt;br /&gt;
Image:Rafaella.jpg|[https://www.linkedin.com/in/rafaella-sampaio-de-alencar/ Rafaella]&lt;br /&gt;
&lt;br /&gt;
Image:Quinn.jpg|[https://quinnkwolter.com/#page-top Quinn Wolter]&lt;br /&gt;
&lt;br /&gt;
Image:Marzieh.jpg|[https://www.linkedin.com/in/marzieh-alidadi/ Marzieh]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Kamil.jpg|[http://pitt.edu/~kaa108 Kamil Akhuseyinoglu]&amp;lt;br/&amp;gt;PostDoc, Carnegie Mellon&lt;br /&gt;
Image:behnam.jpg|[http://pitt.edu/~ber58 Behnam Rahdari]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]], [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&amp;lt;br/&amp;gt; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker] &amp;lt;br/&amp;gt;Projects: [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&lt;br /&gt;
Image:Arezou.jpg|[https://www.linkedin.com/in/arezou-farzaneh/ Arezou Farzaneh]&lt;br /&gt;
Image:Avatar.jpg|[http://pitt.edu/~hkc6 Hung Chau]&amp;lt;br /&amp;gt;Applied Scientist, Zillow&lt;br /&gt;
Image:zrisha.png|[https://zakrisha.com Zak Risha] &amp;lt;br /&amp;gt; [https://facetlab.pitt.edu/ FACETLab]&lt;br /&gt;
Image:Tsai.jpg|[http://www.cht77.com/ Chun-Hua Tsai] &amp;lt;br/&amp;gt;Assistant Professor, College of Information Science and Technology, University of Nebraska at Omaha&lt;br /&gt;
Image:Roya.jpg|[[User:R.hosseini | Roya Hosseini]]  &amp;lt;br/&amp;gt;Senior Applied Scientist, Microsoft&lt;br /&gt;
Image:yunhuang.png|[http://columbus.exp.sis.pitt.edu/yunhuang/index.htm Yun Huang] &amp;lt;br/&amp;gt; Assistant professor, Universidad Austral de Chile&lt;br /&gt;
Image:Julio.jpg|[[User:Julio | Julio Daniel Guerra]] &amp;lt;br/&amp;gt; Professor of Computer Science, Universidad Austral de Chile&lt;br /&gt;
Image:xidao.jpg|[[User:Xidao| Xidao Wen]]&amp;lt;br/&amp;gt;  Postdoctoral Researcher, Tsinghua University&lt;br /&gt;
Image:Shaghayeghsahebi.jpg|[[User:Sherry | Shaghayegh Sahebi (Sherry)]] &amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, University at Albany - State University of New York&lt;br /&gt;
Image:Clau.JPG|[[User:Clau | Claudia López]] &amp;lt;br/&amp;gt;Associate Professor, Departamento de Informática, Universidad Técnica Federico Santa María, Chile&lt;br /&gt;
Image:Kong.png|[[User:Chirayu | Chirayu Wongchokprasitti]] &amp;lt;br/&amp;gt; Department of Biomedical Informatics, University of Pittsburgh&lt;br /&gt;
Image:jennifer.jpg|[[User:Jennifer | Jennifer (Yiling) Lin]]&amp;lt;br/&amp;gt;Associate Professor, Department of Information Management, National Sun Yat-Sen University.&lt;br /&gt;
Image:Denis_PAWS_blog.jpg|[[User:Dparra | Denis Parra]]&amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, School of Engineering, Pontificia Universidad Católica de Chile&lt;br /&gt;
Image:Sergey.jpg|[[User:Sergey | Sergey Sosnovsky]]&amp;lt;br&amp;gt;Associate Professor, Utrecht University, Netherlands&lt;br /&gt;
Image:Hsiao.jpg|[[User:Shoha99 | Sharon (I-Han) Hsiao]]&amp;lt;br/&amp;gt;Projects: [[AnnotEx]], [[QuizJET]], [[Progressor]], [[ProgressorPlus]]&amp;lt;br/&amp;gt;Assistant Professor and David Packard endowed junior fellow, Department of Computer Science and Engineering, Santa Clara University&lt;br /&gt;
Image:Danielle.gif|[[User:Suleehs | Danielle H. Lee]]&amp;lt;br/&amp;gt;Projects: [[Eventur]], [[Proactive]]&amp;lt;br/&amp;gt;Associate Professor, Management Information Systems, Chung-Ang University, Korea&lt;br /&gt;
Image:Michael_V_Yudelson.gif|&#039;&#039;&#039;[[User:Myudelson | Michael V. Yudelson]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Projects: [[Knowledge Tree]], [[CUMULATE]], [[PERSEUS]], [[NavEx]], [[CoPE]], [[WebEx]]&amp;lt;br/&amp;gt;Staff Data Scientist, Chegg&lt;br /&gt;
Image:jaewook-1.jpg|[[User:Jahn | Jae-wook Ahn]]&amp;lt;br/&amp;gt;Projects: [[ADVISE]], [[Adaptive VIBE]], [[YourNews]], [[TaskSieve]], [[NameSieve]]&amp;lt;br/&amp;gt;Research Staff Member, Distributed AI, IBM Research&lt;br /&gt;
Image:RostaFarzan.jpg|[[User:Rostaf | Rosta Farzan]]&amp;lt;br/&amp;gt;Professor, School of Computing and Information, University of Pittsburgh.&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Master Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:ZaraBlum.jpeg|[https://www.linkedin.com/in/zarajblum/ Zara Blum]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
Image:Gangeshwari_Rajavelu.png|[https://www.linkedin.com/in/gangeshwari-rajavelu-94991137/ Gangeshwari Rajavelu]&lt;br /&gt;
Image:ShrutiSabusuresh.jpeg|[https://www.linkedin.com/in/shrutisabusuresh/ Shruti Sabusuresh]&lt;br /&gt;
Image:WeiJeng.jpeg|[https://homepage.ntu.edu.tw/~wjeng/&amp;lt;br/&amp;gt;Wei Jeng]Projects: [[CN3]]&lt;br /&gt;
Image:Gayathri.jpeg|[https://www.linkedin.com/in/gayathrikrishnamoorthy/ Gayathri Krishnamoorthy]&lt;br /&gt;
Image:Dhruba.jpeg|[https://www.linkedin.com/in/dbaishya/ Dhruba Baishya]&lt;br /&gt;
Image:VikKhenat.jpeg|[https://www.linkedin.com/in/vik-khenat/ Vik Khenat]&lt;br /&gt;
Image:Chavan_girish.jpeg|[https://www.linkedin.com/in/girishchavan Girish Chavan]&amp;lt;br/&amp;gt;CTO Astrata Inc&lt;br /&gt;
Image:Tibor Dumitriu.gif|[http://www.sis.pitt.edu/~dumitriu/ Tibor Dumitriu]&amp;lt;br/&amp;gt;Projects: [http://ir.exp.sis.pitt.edu/advise/ AdVisE]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Faculty ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:dr_bereket_yilma.jpg |[https://bekyilma.github.io/ Dr. Bereket Yilma]&lt;br /&gt;
Image:Jaakko peltonen 215x296.jpg|[http://users.ics.aalto.fi/jtpelto// Jaakko Peltonen]&lt;br /&gt;
Image:IMG_0611.JPG|[http://www.dcs.warwick.ac.uk/~acristea/ Alexandra I. Cristea]&lt;br /&gt;
Image:Sibel.jpg|[http://sibelsomyurek.com/ Sibel Somyürek]&lt;br /&gt;
Image:Susan_bull.png|[https://www.researchgate.net/profile/Susan_Bull2 Susan Bull]&lt;br /&gt;
Image:KatrienVerbert.jpg|[http://people.cs.kuleuven.be/~katrien.verbert/KatrienVerbert/Katrien_Verbert.html Katrien Verbert]&lt;br /&gt;
Image:Roman bednarik.png|[http://cs.uef.fi/~rbednari/ Roman Bednarik]&lt;br /&gt;
Image:TanjaMitrovic.jpg|[http://www.cosc.canterbury.ac.nz/tanja.mitrovic/ Tanja Mitrovic]&lt;br /&gt;
Image:Eva millan.gif|[http://www.lcc.uma.es/~eva/ Eva Millán Valldeperas]&lt;br /&gt;
Image:Julita vasilleva.gif|[http://www.cs.usask.ca/faculty/julita/ Julita Vassileva]&lt;br /&gt;
Image:NicolaHenze.gif|[http://www.kbs.uni-hannover.de/~henze/ Nicola Henze]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Scholars == &lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:alice.jpg |[https://research-portal.uu.nl/en/persons/alice-micheli Alice Micheli] &amp;lt;br/&amp;gt; Utrecht University, Netherlands&lt;br /&gt;
Image:1648208030273.jpg | [https://www.linkedin.com/in/maxwellszymanski/ Maxwell Szymanski] &amp;lt;br/&amp;gt; KU Leuven, Belgium&lt;br /&gt;
Image:Francesco.jpeg | [https://www.ifi.uzh.ch/en/zest/team/francesco_sovrano.html Francesco Sovrano] &amp;lt;br/&amp;gt; Universita Degli Studi Bologna, Italy&lt;br /&gt;
Image:boet_hubert.jpg |[https://www.linkedin.com/in/hubertboet/ Hubert Boët] &amp;lt;br/&amp;gt; Université Sorbonne Paris Nord&lt;br /&gt;
Image:Laia_alb%C3%B3.png|[https://scholar.google.es/citations?user=G8XglngAAAAJ&amp;amp;hl=ca Laia Albó] &amp;lt;br/&amp;gt; Universitat Pompeu Fabra, Barcelona&lt;br /&gt;
Image:huhtamaki-jukka-300.jpg|[http://www.linkedin.com/in/jukkahuhtamaki Jukka Huhtamäki]&amp;lt;br/&amp;gt;University of Tampere, Finland&lt;br /&gt;
Image:CECILIA.jpeg|[https://www.linkedin.com/in/cecilia-di-sciascio/ Cecilia di Sciascio]&amp;lt;br/&amp;gt;Know Center, Graz, Austria&lt;br /&gt;
Image:Andrew.jpg|[https://www.researchgate.net/profile/Shuchen-Li Shuchen Li] &amp;lt;br/&amp;gt;Beijing University of Posts and Telecommunications&lt;br /&gt;
Image:Rafael.png|[https://rafaelrda.wordpress.com Rafael Dias Araújo]&amp;lt;br/&amp;gt;Assistant Professor&amp;lt;br/&amp;gt;Federal University of Uberlandia, Brazil&lt;br /&gt;
Image:Ayca cebi.jpg|[https://ktu.academia.edu/aycacebi Ayça ÇEBİ] &amp;lt;br/&amp;gt;Trabzon University&lt;br /&gt;
Image:File crop1 1183908 y 384.jpg|[https://people.aalto.fi/index.html?profilepage=isfor#!teemu_sirkia Teemu Sirkiä]&amp;lt;br/&amp;gt;Aalto University, Finland&lt;br /&gt;
Image:Chris_face.jpg|[https://www.christophtrattner.info/ Christof Trattner]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Bergen&lt;br /&gt;
Image:Michelle_liang.JPG|[https://www.linkedin.com/in/drmichelleliang/ Michelle Liang]&lt;br /&gt;
Image:Yetunde.JPG|[https://wit.edu/directory/yetunde-folajimi Yetunde Folajimi] &amp;lt;br/&amp;gt;Associate Professor&amp;lt;br/&amp;gt;Wentworth Institute of Technology&lt;br /&gt;
Image:Pkraker.jpg|[http://science20.wordpress.com Peter Kraker] &amp;lt;br/&amp;gt;Open Knowledge Maps&lt;br /&gt;
Image:Kim.jpg|Jaekyung Kim&lt;br /&gt;
Image:Jbravo.gif|[http://www.eps.uam.es/esp/personal/ficha.php?empid=367 Javier Bravo Agapito]&lt;br /&gt;
Image:MarkusKetterl1.jpg|[http://studip.serv.uni-osnabrueck.de/extern.php?username=mketterl&amp;amp;page_url=http://www.virtuos.uni-osnabrueck.de/VirtUOS/TemplStudipMitarbDetails&amp;amp;global_id=4c8fb9ddd4dde83366119b2031d39ab3 Markus Ketterl]&lt;br /&gt;
Image:Jillfreyne.jpg|[https://www.linkedin.com/in/jfreyne/ Jill Freyne]&amp;lt;br/&amp;gt;Deputy Chief Scientist&amp;lt;br/&amp;gt;CSIRO&lt;br /&gt;
Image:Robert.jpg|[https://bhh.hamburg.de/prof-dr-robert-mertens/ Robert Mertens] &amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;Berufliche Hochschule Hamburg&lt;br /&gt;
Image:Roman bednarik.png|[https://cs.joensuu.fi/~rbednari/ Roman Bednarik]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Eastern Finland&lt;br /&gt;
Image:Ewald ramp.jpg|[https://www.linkedin.com/in/ewaldramp/ Ewald W. A. Ramp]&amp;lt;br/&amp;gt;Strategic Systems &amp;amp; Technology Corporation&lt;br /&gt;
Image:Jacopo.jpg|[https://www.linkedin.com/in/jacopoarmani/ Jacopo Armani] &amp;lt;br/&amp;gt;Director/Producer &amp;lt;br/&amp;gt;Fireflies&lt;br /&gt;
Image:Liping_wang.jpg|Liping Wang&amp;lt;br/&amp;gt;JiLin University&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=Systems&amp;diff=4990</id>
		<title>Systems</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=Systems&amp;diff=4990"/>
		<updated>2026-01-12T01:23:22Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Conference Navigator 3 */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;Our group explores several kinds of information systems focused mostly on personalized systems (such as adaptive learning and recommender systems) and various kinds of systems that support human navigation in information space (such as adaptive hypermedia and social navigation). This page presents a brief overview of the types of systems we explore and follows with a quick overview of the systems and frameworks developed at [[Main Page|PAWS]] lab.&lt;br /&gt;
This page presents the main types of topics and technologies explored by PAWS Lab. Like other Wiki pages, it is permanently in construction.&lt;br /&gt;
&lt;br /&gt;
= System Types =&lt;br /&gt;
&lt;br /&gt;
== Personalized Learning Systems ==&lt;br /&gt;
&lt;br /&gt;
Personalized learning technologies provide an alternative to the dominant “one-size-fits-all” approach to treating diverse student audiences. While having a relatively long history, this research direction moved to the forefront only recently when modern information technologies opened new learning opportunities for a wide range of students. Nowadays, personalized learning is considered to be a top priority research direction by many experts. For example, [http://www.engineeringchallenges.org/cms/8996/9127.aspx advanced personalized learning] was named among [http://www.engineeringchallenges.org/ 14 Grand Challenges for Engineering] along with preventing nuclear terror and making solar energy economical. It has also been listed among the highest funding priorities in [http://cacm.acm.org/magazines/2010/2/69358-assessing-the-changing-us-it-rd-ecosystem/fulltext Communications of the ACM].&lt;br /&gt;
&lt;br /&gt;
Personalized learning technologies enable e-learning systems to maintain a model of the goals, preferences and knowledge of each student and apply this model to adapt the system performance to the student making the learning process more efficient and enjoyable. In so doing, various kinds of personalized e-learning systems demonstrated their ability to help students acquire knowledge faster, improve learning outcomes, reduce navigational overhead, and increase student engagement. Our team is interested a range of personalized learning technologies, focusing on modeling learner knowledge of the subject. Individual models of learner knowledge that our systems maintain are used to guide learners to the most appropriate learning content using course sequencing and adaptive navigation support technologies. Some systems also use the models to deliver adaptive visualization. Below is the list of personalized learning systems developed by our group. Most of these systems are open for anyone to use and explore online.&lt;br /&gt;
&lt;br /&gt;
More at [[Personalized Learning Systems]]&lt;br /&gt;
&lt;br /&gt;
Systems:&lt;br /&gt;
* [[QuizGuide]]&lt;br /&gt;
* [[NavEx]]&lt;br /&gt;
* [[Database Exploratorium]]&lt;br /&gt;
* [[KnowledgeZoom]]&lt;br /&gt;
* [[MasteryGrids]]&lt;br /&gt;
* [[Mastery_Grids_Interface]] &lt;br /&gt;
* [[JavaGuide]]&lt;br /&gt;
* [[Progressor]]&lt;br /&gt;
* [[ProgressorPlus]]&lt;br /&gt;
&lt;br /&gt;
== Smart Learning Content for Computing Education ==&lt;br /&gt;
&lt;br /&gt;
To support our research on personalized learning, we developed several types of [[Smart Content]] for Computing Education. Smart content engages students in various kinds of interaction - exploration, simulation, problem solving - and use a rich trace of learning data generated by students interacting with this content to better model learner&#039;s knowledge. For some types of smart content activities we have authoring and delivery systems, other types are just collection of items, which you could use but can&#039;t edit. An overview of our smart content types can found on the [[Smart Content]] page. Systems supporting delivery and authoring of smart content are listed below.&lt;br /&gt;
&lt;br /&gt;
* [[Smart Content]] types supported by [[ADAPT2]] infrastructure and [[MasteryGrids]] interface&lt;br /&gt;
* [[PCEX]] - advanced code worked examples that could be created with [[WEAT]]&lt;br /&gt;
* [[QuizJET]] - code tracing problems for Java that could be created with [[QuizJET Authoring System]]&lt;br /&gt;
* [[QuizPET]] - code tracing problems for Python that could be created with [[QuizPET Authoring System]]&lt;br /&gt;
* [[WebEx]] - simple code worked examples that could be created with [[AnnotEx]]&lt;br /&gt;
&lt;br /&gt;
== Adaptive Information Retrieval Systems ==&lt;br /&gt;
Systems:&lt;br /&gt;
&lt;br /&gt;
* [[TaskSieve]]&lt;br /&gt;
* [[YourNews]]&lt;br /&gt;
&lt;br /&gt;
== Recommender Systems ==&lt;br /&gt;
&lt;br /&gt;
* [[Grapevine]]&lt;br /&gt;
* [[HELPeR]]&lt;br /&gt;
* [[Proactive]]&lt;br /&gt;
* [[CourseAgent]]&lt;br /&gt;
* [[Conference Navigator 3]]&lt;br /&gt;
* [[Eventur]]&lt;br /&gt;
* [[CoMeT]]&lt;br /&gt;
* [[Cross-Domain Recommender Systems]]&lt;br /&gt;
* [[Social Recommender Systems]]&lt;br /&gt;
&lt;br /&gt;
== Social Information Access Systems ==&lt;br /&gt;
Systems: &lt;br /&gt;
* [[ImageSieve]]&lt;br /&gt;
* [[Knowledge Sea II]]&lt;br /&gt;
* [[NameSieve]]&lt;br /&gt;
&lt;br /&gt;
= Currently Active Systems =&lt;br /&gt;
&lt;br /&gt;
== ADAPT&amp;lt;sup&amp;gt;2&amp;lt;/sup&amp;gt; Infrastructure==&lt;br /&gt;
&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:adapt2-arcitecture.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|ADAPT&amp;lt;sup&amp;gt;2&amp;lt;/sup&amp;gt; Architecture]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | ADAPT&amp;lt;sup&amp;gt;2&amp;lt;/sup&amp;gt; (read adapt-square) - Advanced Distributed Architecture for Personalized Teaching and Training - is a framework targeted at providing personalization and adaptation services for developers of content that lacks personalization. ==&amp;gt; ([[ADAPT2|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== CUMULATE ==&lt;br /&gt;
[[CUMULATE]] is a centralized user modeling server built for the [[ADAPT2|ADAPT&amp;lt;sup&amp;gt;2&amp;lt;/sup&amp;gt;]] architecture. It is mainly targeted at providing user modeling support for adaptive educational hypermedia (AEH) systems. [[CUMULATE]] maintains a set of overlay models of students&#039; knowledge. It uses several techniques for computing student models, including thresholded averaging, asymptotic user knowledge assessment, and time-spent-reading.&lt;br /&gt;
([[CUMULATE|more]])&lt;br /&gt;
&lt;br /&gt;
== Knowledge Tree ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | [[Image:KnowledgeTreeLogo.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Knowledge Tree]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | Knowledge Tree is a link aggregating portal. It presents content structured according to the folder-document paradigm. Knowledge Tree provides authentication and authorization and implements a simplified form of access control. It supports collaborative authoring and social annotation.&lt;br /&gt;
* More about [[Knowledge Tree]]&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Mastery Grids ==&lt;br /&gt;
&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:Mg_1.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Mastery Grids Interface]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | Mastery Grids is our latest implementation of Open Social Learner Modeling (OSLM). It is both an innovative Open Social Learner Model Interface and an adaptive E-learning platform with integrated functionalities enabling multi-facet social comparison, open learner modeling, and adaptive navigation support to access multiple kinds of smart learning content. Mastery Grids is supported by adaptive social learning framework [[Aggregate]]. This framework supports several kinds of open student modeling, social comparison, and recommendation. In detail, Mastery Grids presents and compares user learning progress and knowledge level using colored grids, tracks user activities with learning content, and provides flexible user-centered navigation across different content levels (e.g. topic, question) and different content types (e.g. problem, example). Our past research shows that open student modeling and social comparison effectively increases students’ performance, motivation, engagement and retention. &lt;br /&gt;
&lt;br /&gt;
* [[Mastery Grids Interface|More about Mastery Grids]]&lt;br /&gt;
* [http://adapt2.sis.pitt.edu/um-vis-adl/index.html?usr=adl01&amp;amp;grp=ADL&amp;amp;sid=test&amp;amp;cid=13&amp;amp;data-top-n-grp=5&amp;amp;def-val-rep-lvl-id=p&amp;amp;def-val-res-id=AVG&amp;amp;ui-tbar-rep-lvl-vis=0&amp;amp;ui-tbar-topic-size-vis=0 An interactive demo of Mastery Grids interface]&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Program Construction Examples ([[PCEX]])==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:Pcex_ex.PNG|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Program Construction Examples]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | PCEX is an interactive learning tool which demonstrates program construction examples to help students to develop program construction skills. It supports exploring the program construction examples freely and provide challenges to the students to help them self-assess their learning of program construction knowledge. It is now a component of [[ADAPT2]] Infrastructure. &lt;br /&gt;
&lt;br /&gt;
* [[PCEX|More about PCEX]]&lt;br /&gt;
* A [https://www.youtube.com/watch?v=gv46knva1Lo demo of PCEX for Python], as a part of PCLab, a [[MasteryGrids]] setup to practice construction knowledge for Python&lt;br /&gt;
* A [https://www.youtube.com/watch?v=EGTkrTJ7YaM demo of PCEX for Java], as a part of PCLab, a [[MasteryGrids]] setup to practice construction knowledge for Java&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
==[[WEAT]]==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:weat.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Worked Example Authoring Tool]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | Worked Example Authoring Tool (WEAT) is an authoring tool for PCEX. The integrated ChatGPT support can be used to generate code explanations required for creating a program construction example. Created examples can be shared publicly with others, embed through iframes, or in an LMS like Canvas.&lt;br /&gt;
&lt;br /&gt;
* [[WEAT|More about WEAT]]&lt;br /&gt;
* [[WEAT_Tutorial|WEAT&#039;s User Manual]]&lt;br /&gt;
* [https://youtu.be/IOfA0Ql3Zq0 WEAT Video Tutorial]&lt;br /&gt;
&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
==[[Course Authoring]]==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:CourseAuthoring.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Course Authoring Tool]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | The Course Authoring Tool is designed to simplify the process of course creation for instructors. This tool allows instructors to efficiently organize and bundle smart content from multiple providers into structured units or modules, which can be seamlessly integrated into LMS such as Canvas. Additional features include the ability to explore and clone publicly shared course structures, create new courses from scratch, and facilitate sharing and reuse of course materials.&lt;br /&gt;
&lt;br /&gt;
* [[CourseAuthoring|More about Course Authoring Tool]]&lt;br /&gt;
* [https://youtu.be/2Nm6yhlTu10 Course Authoring Video Tutorial]&lt;br /&gt;
&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== [[Grapevine]] ==&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:Grapevine.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Grapevine]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | Grapevine is an interactive recommender system that assists students in finding advisors for their projects - from undergraduate capstone projects to PhD thesis work. It has been developed as a part of Personalized Education project sponsored by the University of Pittsburgh&lt;br /&gt;
* More about ([[Grapevine]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== QuizJET ==&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:Quizjet.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|QuizJET]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | QuizJet is an educational system that delivers and automatically assesses parameterized quiz-style code-tracing problems for Java. It&#039;s mainly used to practice code-tracing knowledge (program semantics) of  Java programming language, but it can also be used for assessment needs. QuizJET randomly generates a question parameter, creates a presentation of the parameterized question as a Web-based quiz question, compares the student&#039;s input to the correct answer, which QuizJET produces by executing the parameterized code &amp;quot;behind the stage&amp;quot;, and records the results into a server-side database. It is now a component of [[ADAPT2]] Infrastructure.&lt;br /&gt;
* More about [[QuizJET]]&lt;br /&gt;
* A silent [https://www.youtube.com/watch?v=dWRdAm7mUbk demo] of QuizJET, QuizPET and its authoring tools&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== QuizPET ==&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:QuizPET.jpg|thumb|left|&#039;&#039;&#039;80&#039;&#039;&#039;|QuizPET]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | QuizPET delivers and automatically assesses parameterized quiz-style code-tracing problems for Python. It is using the same approach to generate problems and assess student answers as [[QuizJET]]. It is now a component of [[ADAPT2]] Infrastructure. &lt;br /&gt;
* More about [[QuizPET]]&lt;br /&gt;
* A silent [https://www.youtube.com/watch?v=dWRdAm7mUbk demo] of QuizJET, QuizPET and its authoring tools&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== ReadingCircle ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | [[Image:Readingcircle1.png|left|thumb|200px|ReadingCircle interface.]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | ReadingCircle is a system that explores approaches to encourage student reading using a social progress visualization interface. Click on the link to [[ReadingCircle]] to see more details.&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== [[HELPeR]] ==&lt;br /&gt;
&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:Helper.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|[[HELPeR]]]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | Health e-Librarian with Personalized Recommender (HELPeR) is an interactive personalized search and recommender system designed to provide access to health information for cancer patients and their caregivers ([[HELPeR|--&amp;gt;more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== [[WebEx]] ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | [[Image:AnnotatedExamples.jpg|left|thumb|200px|Screenshot of the WebEx interface.]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | [[WebEx]] is a system that serves annotated code examples known also as dissections. Each dissection is a sequence of lines that have annotations associated with them. Dissections are grouped into collections - scopes. The natural domain of WebEx is programming. However, other applications are also possible, e.g. poetry. It is now a component of [[ADAPT2]] Infrastructure. It is one of the oldest PAWS systems, but WebEx is used in to provide access to examples in several domains. It is mostly superseded by [[PCX]] system which has more features.&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
([[WebEx|more]])&lt;br /&gt;
&lt;br /&gt;
= Earlier Systems =&lt;br /&gt;
== AdVisE (Adaptive Document Visualization for Education)  ==&lt;br /&gt;
==== ADVISE 2D ====&lt;br /&gt;
Two dimensional document visualization based on inter-document similarities. The locations of the documents on the 2D space are determined by their similarities to another documents and users can visually see the relationships of the documents based on their contents.&lt;br /&gt;
==== ADVISE 3D ====&lt;br /&gt;
Three dimensional visualization of documents based on similarities. By adding one more dimension to 2D visualization, users are able to explore the document space more easily and access each document.&lt;br /&gt;
&lt;br /&gt;
==== ADVISE VIBE ====&lt;br /&gt;
&lt;br /&gt;
Relevance-based visualization of educational documents based on re-implementation of VIBE, a document visualization method based on similarities between documents and POIs (Points Of Interests) developed by Molde College and School of Information Sciences, University of Pittsburgh. &lt;br /&gt;
&lt;br /&gt;
([http://ir.exp.sis.pitt.edu/advise more on ADVISE])&lt;br /&gt;
&lt;br /&gt;
==Adaptive VIBE==&lt;br /&gt;
&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:AdaptiveVibe_part.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Adaptive VIBE]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | Two dimensional visualization based on POIs(Point Of Interest, or concepts) and document similarities. The position of the documents are calculated by their relationships with each POI. &lt;br /&gt;
&lt;br /&gt;
* [http://amber.exp.sis.pitt.edu/~codex/tasksieve System Link] (Adaptive VIBE integrated into TaskSieve)&lt;br /&gt;
* [[Adaptive_VIBE | more on Adaptive VIBE]]&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== AnnotatEd ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:ated.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|AnnotatEd]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | AnnotatEd is a system that enables learners to annotate online pages while keeping track of all activities of learners. AnnotatEd uses the learners&#039; activity information to offer &#039;&#039;social navigation support&#039;&#039; for hyperlinks inside the AnnotatEd system. ([[AnnotatEd|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== AnnotEx ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | [[Image:AnnotEx.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|AnnotEx]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | AnnotEx - Example Annotator- is a web-based community based authoring tool for annotating programming examples.([[AnnotEx|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== CoMeT ==&lt;br /&gt;
&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:comet.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Comet]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | COMET is a social system for sharing informaion about research talks. It allows to collaboratively collect, publish, and tag interesting research talks in Pittsburgh. COMET allows its users to schedule the talks they want to attend. It also automatically reminds about bookmarked talks and recommends other talks that fits isers&#039; interests. &lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== [[CN3|Conference Navigator 3]]==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:Cn3.jpg|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|CN3]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | Conference Navigator 3 (CN3) is a personal conference scheduling tool with social linking and recommendation features. Users can control access to their information in the CN3 system and link their account with third party academic and non-academic social networks such as linkedIn, Facebook, citeulike, or Mendeley. Our main goal is to enhance attendees&#039; experience at the conferences, and also investigate the mechanisms that drives attendees to engage in their research community. [[CN3|(more)]]&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== CoPE (Collaborative Paper Exchange) ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:CoPE.1.overall.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|CoPE]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | CoPE - Collaborative Paper Exchange - is a system that provides community-based access to paper summaries via web. CoPE is currently an in-class tool for both teachers and students. ([[CoPE|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== CourseAgent ==&lt;br /&gt;
coming soon&lt;br /&gt;
([[CourseAgent|more]])&lt;br /&gt;
&lt;br /&gt;
== Eventur ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:Pittcult.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|PittCult]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | This project is to recommend interesting information using the combined technology of collaborative filtering and trust-based human network. This system is to overcome the emerging problems regarding collaborative filtering recommendations and to investigate how the information propagation is affected by trust among people. ([[Eventur|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== JavaGuide ==&lt;br /&gt;
&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:JavaGuide.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|JavaGuide]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | JavaGuide is a personalized front-end for QuizJET developed by PAWS Lab (Hsiao, 2010). Java Guide collects student performance data sent by QuizJET to the activity storage, determines student current level of knowledge for multiple topics and concepts of Java programming language, and use it to provide adaptive guidance to the questions  that are most appropriate for a specific student given the course goals and current state of knowledge.. ([[JavaGuide|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Knowledge Sea II ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:ks2.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Knowledge Sea II]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | Knowledge Sea II is an extension of Knowledge Sea project that is designed to help users navigate from lectures to relevant online tutorials in a map-based horizontal navigation format. The most important feature of Knowledge Sea is facilitating the navigation through providing traffic and annotation based social navigation support. ([[Knowledge Sea II|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== KnowledgeZoom ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | [[Image:KnowledgeZoom.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|KnowledgeZoom]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | [[KnowledgeZoom]] is an exam preparation system with zoomable open student model showing student level of knowledge for hierarchy of Java programming concepts. KnowledgeZoom allows students to find gaps in their knowledge and access learning content that helps to bridge these gaps.&lt;br /&gt;
&lt;br /&gt;
* [[KnowledgeZoom|More about KnowledgeZoom]]&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== MEMA ==&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:MEMA.jpg|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|MEMA]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | MEMA (Museum Exhibition MAnagement) ([[MEMA|more]])&lt;br /&gt;
* [http://halley.exp.sis.pitt.edu/mema/web/ Web System link]&lt;br /&gt;
* [http://halley.exp.sis.pitt.edu/mema Mobile System link]&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== NameSieve ==&lt;br /&gt;
&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:NameSieve-NEpanel.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|NameSieve Named-entity Navigator]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | A name-entity based news exploration and filtering system.  Important named-entities extracted from the search results are provided in the &amp;quot;cloud&amp;quot; form and helps further exploration. ([[NameSieve|more]])&lt;br /&gt;
&lt;br /&gt;
* [http://amber.exp.sis.pitt.edu/namesieve System Link 1]&lt;br /&gt;
* [http://ir.exp.sis.pitt.edu/~jahn/cma/index.php System Link 2] (Carnegie Museum of Art version)&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== NavEx - Navigation to Examples ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:NavEx.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|NavEx]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | NavEx provides adaptive guidance for accessing online interactive examples. Adaptation allows students to visualize both whether they are ready to explore certain examples and what is their progress with them. NavEx-SN (SN for social navigation) also allows students to relate their progress with the progress of the group. ([[NavEx|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== PERSEUS ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | [[Image:Perseus.gif|thumb|left|100px|PERSEUS]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | [[PERSEUS]] is a Personalization Service Engine. It provides adaptive support for non-personalized (educational) hypermedia systems by abstracting content presentation/aggregation from user modeling. [[PERSEUS]] protocols are based on [http://en.wikipedia.org/wiki/Rdf RDF] and [http://en.wikipedia.org/wiki/RSS_(file_format)#RSS_1.0 RSS 1.0]. Although, [[PERSEUS]] was initially developed for [[ADAPT2|ADAPT&amp;lt;sup&amp;gt;2&amp;lt;/sup&amp;gt;]] framework, its data model permits seamless support of any other hypermedia application. Currently [[PERSEUS]] provides social navigation, topic-based navigation, concept-based navigation, and adaptive filtering techniques. ([[PERSEUS|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Proactive ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:Proactive.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Proactive]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | The Proactive is content-based job search and recommender system which is based on several knowledge engineering technology and personalized techniques. The system is adapts to each user by collecting various user&#039;s usage patterns. It integrates several approaches to provide access to job information ([[Proactive|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Progressor ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:Progressor.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Progressor]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | The Progressor is a system of personalized visual access to programming problems, which is based on open social user modeling technology and personalized techniques. ([[Progressor|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Progressor+ ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:progressorplus1.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|ProgressorPlus]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | Progressor+ extends the benefits from Progressor and addresses the problems in personalized and social learning of how to help students to find the most appropriate educational resources and engage them into using these resources. Progressor+ adopts the same idea of open student modeling visualization and uses generic table representation for accessing and visualizing assorted educational content ([[ProgressorPlus|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== QuizGuide ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:Quizguide.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|QuizGuide]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | QuizGuide, is an adaptive system that helps students in selecting most relevant quizzes for self-assessment of C knowledge. Quizzes are assigned to topics and adaptively annotated, to show which topics are currently important and which require further work. ([[QuizGuide|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== SetFusion ==&lt;br /&gt;
coming soon&lt;br /&gt;
([[SetFusion|more]])&lt;br /&gt;
&lt;br /&gt;
== TalkExplorer ==&lt;br /&gt;
coming soon&lt;br /&gt;
([[TalkExplorer|more]])&lt;br /&gt;
&lt;br /&gt;
== TaskSieve ==&lt;br /&gt;
&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:TaskSieve-surrogates.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|TaskSieve -- mediates query and user model]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | An experimental personalized news search system based on task models and the interface to mediate between the query and the task model.  Users can select three options (1) query only, (2) task model only, and (3) both. ([[TaskSieve|more]])&lt;br /&gt;
* [http://amber.exp.sis.pitt.edu/tasksieve System link 1]&lt;br /&gt;
* [http://amber.exp.sis.pitt.edu/~codex/tasksieve System link 2] (newer version integrated with Adaptive VIBE)&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== WADEIn (cWADEIn/jWADEIn) ==&lt;br /&gt;
coming soon&lt;br /&gt;
([[WADEIn|more]])&lt;br /&gt;
&lt;br /&gt;
== YourNews ==&lt;br /&gt;
&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:YourNews-openUM.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|YourNews Open User Model UI]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | YourNews is a news recommendation system based on the RSS feeds collected from various news sources. News articles are crawled every two hours, indexed, and then provided to users according to their specific needs.  Users also can view and control their user profile with &#039;&#039;&#039;Open User Profile&#039;&#039;&#039;  ([[YourNews|more]])&lt;br /&gt;
&lt;br /&gt;
* [http://amber.exp.sis.pitt.edu/yournews System Link]&lt;br /&gt;
|}&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=Systems&amp;diff=4989</id>
		<title>Systems</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=Systems&amp;diff=4989"/>
		<updated>2026-01-12T01:22:28Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Conference Navigator 3 */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;Our group explores several kinds of information systems focused mostly on personalized systems (such as adaptive learning and recommender systems) and various kinds of systems that support human navigation in information space (such as adaptive hypermedia and social navigation). This page presents a brief overview of the types of systems we explore and follows with a quick overview of the systems and frameworks developed at [[Main Page|PAWS]] lab.&lt;br /&gt;
This page presents the main types of topics and technologies explored by PAWS Lab. Like other Wiki pages, it is permanently in construction.&lt;br /&gt;
&lt;br /&gt;
= System Types =&lt;br /&gt;
&lt;br /&gt;
== Personalized Learning Systems ==&lt;br /&gt;
&lt;br /&gt;
Personalized learning technologies provide an alternative to the dominant “one-size-fits-all” approach to treating diverse student audiences. While having a relatively long history, this research direction moved to the forefront only recently when modern information technologies opened new learning opportunities for a wide range of students. Nowadays, personalized learning is considered to be a top priority research direction by many experts. For example, [http://www.engineeringchallenges.org/cms/8996/9127.aspx advanced personalized learning] was named among [http://www.engineeringchallenges.org/ 14 Grand Challenges for Engineering] along with preventing nuclear terror and making solar energy economical. It has also been listed among the highest funding priorities in [http://cacm.acm.org/magazines/2010/2/69358-assessing-the-changing-us-it-rd-ecosystem/fulltext Communications of the ACM].&lt;br /&gt;
&lt;br /&gt;
Personalized learning technologies enable e-learning systems to maintain a model of the goals, preferences and knowledge of each student and apply this model to adapt the system performance to the student making the learning process more efficient and enjoyable. In so doing, various kinds of personalized e-learning systems demonstrated their ability to help students acquire knowledge faster, improve learning outcomes, reduce navigational overhead, and increase student engagement. Our team is interested a range of personalized learning technologies, focusing on modeling learner knowledge of the subject. Individual models of learner knowledge that our systems maintain are used to guide learners to the most appropriate learning content using course sequencing and adaptive navigation support technologies. Some systems also use the models to deliver adaptive visualization. Below is the list of personalized learning systems developed by our group. Most of these systems are open for anyone to use and explore online.&lt;br /&gt;
&lt;br /&gt;
More at [[Personalized Learning Systems]]&lt;br /&gt;
&lt;br /&gt;
Systems:&lt;br /&gt;
* [[QuizGuide]]&lt;br /&gt;
* [[NavEx]]&lt;br /&gt;
* [[Database Exploratorium]]&lt;br /&gt;
* [[KnowledgeZoom]]&lt;br /&gt;
* [[MasteryGrids]]&lt;br /&gt;
* [[Mastery_Grids_Interface]] &lt;br /&gt;
* [[JavaGuide]]&lt;br /&gt;
* [[Progressor]]&lt;br /&gt;
* [[ProgressorPlus]]&lt;br /&gt;
&lt;br /&gt;
== Smart Learning Content for Computing Education ==&lt;br /&gt;
&lt;br /&gt;
To support our research on personalized learning, we developed several types of [[Smart Content]] for Computing Education. Smart content engages students in various kinds of interaction - exploration, simulation, problem solving - and use a rich trace of learning data generated by students interacting with this content to better model learner&#039;s knowledge. For some types of smart content activities we have authoring and delivery systems, other types are just collection of items, which you could use but can&#039;t edit. An overview of our smart content types can found on the [[Smart Content]] page. Systems supporting delivery and authoring of smart content are listed below.&lt;br /&gt;
&lt;br /&gt;
* [[Smart Content]] types supported by [[ADAPT2]] infrastructure and [[MasteryGrids]] interface&lt;br /&gt;
* [[PCEX]] - advanced code worked examples that could be created with [[WEAT]]&lt;br /&gt;
* [[QuizJET]] - code tracing problems for Java that could be created with [[QuizJET Authoring System]]&lt;br /&gt;
* [[QuizPET]] - code tracing problems for Python that could be created with [[QuizPET Authoring System]]&lt;br /&gt;
* [[WebEx]] - simple code worked examples that could be created with [[AnnotEx]]&lt;br /&gt;
&lt;br /&gt;
== Adaptive Information Retrieval Systems ==&lt;br /&gt;
Systems:&lt;br /&gt;
&lt;br /&gt;
* [[TaskSieve]]&lt;br /&gt;
* [[YourNews]]&lt;br /&gt;
&lt;br /&gt;
== Recommender Systems ==&lt;br /&gt;
&lt;br /&gt;
* [[Grapevine]]&lt;br /&gt;
* [[HELPeR]]&lt;br /&gt;
* [[Proactive]]&lt;br /&gt;
* [[CourseAgent]]&lt;br /&gt;
* [[Conference Navigator 3]]&lt;br /&gt;
* [[Eventur]]&lt;br /&gt;
* [[CoMeT]]&lt;br /&gt;
* [[Cross-Domain Recommender Systems]]&lt;br /&gt;
* [[Social Recommender Systems]]&lt;br /&gt;
&lt;br /&gt;
== Social Information Access Systems ==&lt;br /&gt;
Systems: &lt;br /&gt;
* [[ImageSieve]]&lt;br /&gt;
* [[Knowledge Sea II]]&lt;br /&gt;
* [[NameSieve]]&lt;br /&gt;
&lt;br /&gt;
= Currently Active Systems =&lt;br /&gt;
&lt;br /&gt;
== ADAPT&amp;lt;sup&amp;gt;2&amp;lt;/sup&amp;gt; Infrastructure==&lt;br /&gt;
&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:adapt2-arcitecture.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|ADAPT&amp;lt;sup&amp;gt;2&amp;lt;/sup&amp;gt; Architecture]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | ADAPT&amp;lt;sup&amp;gt;2&amp;lt;/sup&amp;gt; (read adapt-square) - Advanced Distributed Architecture for Personalized Teaching and Training - is a framework targeted at providing personalization and adaptation services for developers of content that lacks personalization. ==&amp;gt; ([[ADAPT2|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== CUMULATE ==&lt;br /&gt;
[[CUMULATE]] is a centralized user modeling server built for the [[ADAPT2|ADAPT&amp;lt;sup&amp;gt;2&amp;lt;/sup&amp;gt;]] architecture. It is mainly targeted at providing user modeling support for adaptive educational hypermedia (AEH) systems. [[CUMULATE]] maintains a set of overlay models of students&#039; knowledge. It uses several techniques for computing student models, including thresholded averaging, asymptotic user knowledge assessment, and time-spent-reading.&lt;br /&gt;
([[CUMULATE|more]])&lt;br /&gt;
&lt;br /&gt;
== Knowledge Tree ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | [[Image:KnowledgeTreeLogo.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Knowledge Tree]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | Knowledge Tree is a link aggregating portal. It presents content structured according to the folder-document paradigm. Knowledge Tree provides authentication and authorization and implements a simplified form of access control. It supports collaborative authoring and social annotation.&lt;br /&gt;
* More about [[Knowledge Tree]]&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Mastery Grids ==&lt;br /&gt;
&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:Mg_1.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Mastery Grids Interface]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | Mastery Grids is our latest implementation of Open Social Learner Modeling (OSLM). It is both an innovative Open Social Learner Model Interface and an adaptive E-learning platform with integrated functionalities enabling multi-facet social comparison, open learner modeling, and adaptive navigation support to access multiple kinds of smart learning content. Mastery Grids is supported by adaptive social learning framework [[Aggregate]]. This framework supports several kinds of open student modeling, social comparison, and recommendation. In detail, Mastery Grids presents and compares user learning progress and knowledge level using colored grids, tracks user activities with learning content, and provides flexible user-centered navigation across different content levels (e.g. topic, question) and different content types (e.g. problem, example). Our past research shows that open student modeling and social comparison effectively increases students’ performance, motivation, engagement and retention. &lt;br /&gt;
&lt;br /&gt;
* [[Mastery Grids Interface|More about Mastery Grids]]&lt;br /&gt;
* [http://adapt2.sis.pitt.edu/um-vis-adl/index.html?usr=adl01&amp;amp;grp=ADL&amp;amp;sid=test&amp;amp;cid=13&amp;amp;data-top-n-grp=5&amp;amp;def-val-rep-lvl-id=p&amp;amp;def-val-res-id=AVG&amp;amp;ui-tbar-rep-lvl-vis=0&amp;amp;ui-tbar-topic-size-vis=0 An interactive demo of Mastery Grids interface]&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Program Construction Examples ([[PCEX]])==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:Pcex_ex.PNG|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Program Construction Examples]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | PCEX is an interactive learning tool which demonstrates program construction examples to help students to develop program construction skills. It supports exploring the program construction examples freely and provide challenges to the students to help them self-assess their learning of program construction knowledge. It is now a component of [[ADAPT2]] Infrastructure. &lt;br /&gt;
&lt;br /&gt;
* [[PCEX|More about PCEX]]&lt;br /&gt;
* A [https://www.youtube.com/watch?v=gv46knva1Lo demo of PCEX for Python], as a part of PCLab, a [[MasteryGrids]] setup to practice construction knowledge for Python&lt;br /&gt;
* A [https://www.youtube.com/watch?v=EGTkrTJ7YaM demo of PCEX for Java], as a part of PCLab, a [[MasteryGrids]] setup to practice construction knowledge for Java&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
==[[WEAT]]==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:weat.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Worked Example Authoring Tool]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | Worked Example Authoring Tool (WEAT) is an authoring tool for PCEX. The integrated ChatGPT support can be used to generate code explanations required for creating a program construction example. Created examples can be shared publicly with others, embed through iframes, or in an LMS like Canvas.&lt;br /&gt;
&lt;br /&gt;
* [[WEAT|More about WEAT]]&lt;br /&gt;
* [[WEAT_Tutorial|WEAT&#039;s User Manual]]&lt;br /&gt;
* [https://youtu.be/IOfA0Ql3Zq0 WEAT Video Tutorial]&lt;br /&gt;
&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
==[[Course Authoring]]==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:CourseAuthoring.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Course Authoring Tool]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | The Course Authoring Tool is designed to simplify the process of course creation for instructors. This tool allows instructors to efficiently organize and bundle smart content from multiple providers into structured units or modules, which can be seamlessly integrated into LMS such as Canvas. Additional features include the ability to explore and clone publicly shared course structures, create new courses from scratch, and facilitate sharing and reuse of course materials.&lt;br /&gt;
&lt;br /&gt;
* [[CourseAuthoring|More about Course Authoring Tool]]&lt;br /&gt;
* [https://youtu.be/2Nm6yhlTu10 Course Authoring Video Tutorial]&lt;br /&gt;
&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== [[Grapevine]] ==&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:Grapevine.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Grapevine]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | Grapevine is an interactive recommender system that assists students in finding advisors for their projects - from undergraduate capstone projects to PhD thesis work. It has been developed as a part of Personalized Education project sponsored by the University of Pittsburgh&lt;br /&gt;
* More about ([[Grapevine]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== QuizJET ==&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:Quizjet.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|QuizJET]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | QuizJet is an educational system that delivers and automatically assesses parameterized quiz-style code-tracing problems for Java. It&#039;s mainly used to practice code-tracing knowledge (program semantics) of  Java programming language, but it can also be used for assessment needs. QuizJET randomly generates a question parameter, creates a presentation of the parameterized question as a Web-based quiz question, compares the student&#039;s input to the correct answer, which QuizJET produces by executing the parameterized code &amp;quot;behind the stage&amp;quot;, and records the results into a server-side database. It is now a component of [[ADAPT2]] Infrastructure.&lt;br /&gt;
* More about [[QuizJET]]&lt;br /&gt;
* A silent [https://www.youtube.com/watch?v=dWRdAm7mUbk demo] of QuizJET, QuizPET and its authoring tools&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== QuizPET ==&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:QuizPET.jpg|thumb|left|&#039;&#039;&#039;80&#039;&#039;&#039;|QuizPET]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | QuizPET delivers and automatically assesses parameterized quiz-style code-tracing problems for Python. It is using the same approach to generate problems and assess student answers as [[QuizJET]]. It is now a component of [[ADAPT2]] Infrastructure. &lt;br /&gt;
* More about [[QuizPET]]&lt;br /&gt;
* A silent [https://www.youtube.com/watch?v=dWRdAm7mUbk demo] of QuizJET, QuizPET and its authoring tools&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== ReadingCircle ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | [[Image:Readingcircle1.png|left|thumb|200px|ReadingCircle interface.]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | ReadingCircle is a system that explores approaches to encourage student reading using a social progress visualization interface. Click on the link to [[ReadingCircle]] to see more details.&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== [[HELPeR]] ==&lt;br /&gt;
&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:Helper.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|[[HELPeR]]]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | Health e-Librarian with Personalized Recommender (HELPeR) is an interactive personalized search and recommender system designed to provide access to health information for cancer patients and their caregivers ([[HELPeR|--&amp;gt;more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== [[WebEx]] ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | [[Image:AnnotatedExamples.jpg|left|thumb|200px|Screenshot of the WebEx interface.]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | [[WebEx]] is a system that serves annotated code examples known also as dissections. Each dissection is a sequence of lines that have annotations associated with them. Dissections are grouped into collections - scopes. The natural domain of WebEx is programming. However, other applications are also possible, e.g. poetry. It is now a component of [[ADAPT2]] Infrastructure. It is one of the oldest PAWS systems, but WebEx is used in to provide access to examples in several domains. It is mostly superseded by [[PCX]] system which has more features.&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
([[WebEx|more]])&lt;br /&gt;
&lt;br /&gt;
= Earlier Systems =&lt;br /&gt;
== AdVisE (Adaptive Document Visualization for Education)  ==&lt;br /&gt;
==== ADVISE 2D ====&lt;br /&gt;
Two dimensional document visualization based on inter-document similarities. The locations of the documents on the 2D space are determined by their similarities to another documents and users can visually see the relationships of the documents based on their contents.&lt;br /&gt;
==== ADVISE 3D ====&lt;br /&gt;
Three dimensional visualization of documents based on similarities. By adding one more dimension to 2D visualization, users are able to explore the document space more easily and access each document.&lt;br /&gt;
&lt;br /&gt;
==== ADVISE VIBE ====&lt;br /&gt;
&lt;br /&gt;
Relevance-based visualization of educational documents based on re-implementation of VIBE, a document visualization method based on similarities between documents and POIs (Points Of Interests) developed by Molde College and School of Information Sciences, University of Pittsburgh. &lt;br /&gt;
&lt;br /&gt;
([http://ir.exp.sis.pitt.edu/advise more on ADVISE])&lt;br /&gt;
&lt;br /&gt;
==Adaptive VIBE==&lt;br /&gt;
&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:AdaptiveVibe_part.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Adaptive VIBE]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | Two dimensional visualization based on POIs(Point Of Interest, or concepts) and document similarities. The position of the documents are calculated by their relationships with each POI. &lt;br /&gt;
&lt;br /&gt;
* [http://amber.exp.sis.pitt.edu/~codex/tasksieve System Link] (Adaptive VIBE integrated into TaskSieve)&lt;br /&gt;
* [[Adaptive_VIBE | more on Adaptive VIBE]]&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== AnnotatEd ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:ated.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|AnnotatEd]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | AnnotatEd is a system that enables learners to annotate online pages while keeping track of all activities of learners. AnnotatEd uses the learners&#039; activity information to offer &#039;&#039;social navigation support&#039;&#039; for hyperlinks inside the AnnotatEd system. ([[AnnotatEd|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== AnnotEx ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | [[Image:AnnotEx.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|AnnotEx]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | AnnotEx - Example Annotator- is a web-based community based authoring tool for annotating programming examples.([[AnnotEx|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== CoMeT ==&lt;br /&gt;
&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:comet.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Comet]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | COMET is a social system for sharing informaion about research talks. It allows to collaboratively collect, publish, and tag interesting research talks in Pittsburgh. COMET allows its users to schedule the talks they want to attend. It also automatically reminds about bookmarked talks and recommends other talks that fits isers&#039; interests. &lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Conference Navigator 3==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:Cn3.jpg|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|CN3]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | Conference Navigator 3 (CN3) is a personal conference scheduling tool with social linking and recommendation features. Users can control access to their information in the CN3 system and link their account with third party academic and non-academic social networks such as linkedIn, Facebook, citeulike, or Mendeley. Our main goal is to enhance attendees&#039; experience at the conferences, and also investigate the mechanisms that drives attendees to engage in their research community. [[CN3|More==&amp;gt;]]&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== CoPE (Collaborative Paper Exchange) ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:CoPE.1.overall.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|CoPE]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | CoPE - Collaborative Paper Exchange - is a system that provides community-based access to paper summaries via web. CoPE is currently an in-class tool for both teachers and students. ([[CoPE|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== CourseAgent ==&lt;br /&gt;
coming soon&lt;br /&gt;
([[CourseAgent|more]])&lt;br /&gt;
&lt;br /&gt;
== Eventur ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:Pittcult.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|PittCult]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | This project is to recommend interesting information using the combined technology of collaborative filtering and trust-based human network. This system is to overcome the emerging problems regarding collaborative filtering recommendations and to investigate how the information propagation is affected by trust among people. ([[Eventur|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== JavaGuide ==&lt;br /&gt;
&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:JavaGuide.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|JavaGuide]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | JavaGuide is a personalized front-end for QuizJET developed by PAWS Lab (Hsiao, 2010). Java Guide collects student performance data sent by QuizJET to the activity storage, determines student current level of knowledge for multiple topics and concepts of Java programming language, and use it to provide adaptive guidance to the questions  that are most appropriate for a specific student given the course goals and current state of knowledge.. ([[JavaGuide|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Knowledge Sea II ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:ks2.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Knowledge Sea II]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | Knowledge Sea II is an extension of Knowledge Sea project that is designed to help users navigate from lectures to relevant online tutorials in a map-based horizontal navigation format. The most important feature of Knowledge Sea is facilitating the navigation through providing traffic and annotation based social navigation support. ([[Knowledge Sea II|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== KnowledgeZoom ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | [[Image:KnowledgeZoom.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|KnowledgeZoom]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | [[KnowledgeZoom]] is an exam preparation system with zoomable open student model showing student level of knowledge for hierarchy of Java programming concepts. KnowledgeZoom allows students to find gaps in their knowledge and access learning content that helps to bridge these gaps.&lt;br /&gt;
&lt;br /&gt;
* [[KnowledgeZoom|More about KnowledgeZoom]]&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== MEMA ==&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:MEMA.jpg|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|MEMA]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | MEMA (Museum Exhibition MAnagement) ([[MEMA|more]])&lt;br /&gt;
* [http://halley.exp.sis.pitt.edu/mema/web/ Web System link]&lt;br /&gt;
* [http://halley.exp.sis.pitt.edu/mema Mobile System link]&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== NameSieve ==&lt;br /&gt;
&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:NameSieve-NEpanel.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|NameSieve Named-entity Navigator]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | A name-entity based news exploration and filtering system.  Important named-entities extracted from the search results are provided in the &amp;quot;cloud&amp;quot; form and helps further exploration. ([[NameSieve|more]])&lt;br /&gt;
&lt;br /&gt;
* [http://amber.exp.sis.pitt.edu/namesieve System Link 1]&lt;br /&gt;
* [http://ir.exp.sis.pitt.edu/~jahn/cma/index.php System Link 2] (Carnegie Museum of Art version)&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== NavEx - Navigation to Examples ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:NavEx.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|NavEx]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | NavEx provides adaptive guidance for accessing online interactive examples. Adaptation allows students to visualize both whether they are ready to explore certain examples and what is their progress with them. NavEx-SN (SN for social navigation) also allows students to relate their progress with the progress of the group. ([[NavEx|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== PERSEUS ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | [[Image:Perseus.gif|thumb|left|100px|PERSEUS]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | [[PERSEUS]] is a Personalization Service Engine. It provides adaptive support for non-personalized (educational) hypermedia systems by abstracting content presentation/aggregation from user modeling. [[PERSEUS]] protocols are based on [http://en.wikipedia.org/wiki/Rdf RDF] and [http://en.wikipedia.org/wiki/RSS_(file_format)#RSS_1.0 RSS 1.0]. Although, [[PERSEUS]] was initially developed for [[ADAPT2|ADAPT&amp;lt;sup&amp;gt;2&amp;lt;/sup&amp;gt;]] framework, its data model permits seamless support of any other hypermedia application. Currently [[PERSEUS]] provides social navigation, topic-based navigation, concept-based navigation, and adaptive filtering techniques. ([[PERSEUS|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Proactive ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:Proactive.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Proactive]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | The Proactive is content-based job search and recommender system which is based on several knowledge engineering technology and personalized techniques. The system is adapts to each user by collecting various user&#039;s usage patterns. It integrates several approaches to provide access to job information ([[Proactive|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Progressor ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:Progressor.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Progressor]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | The Progressor is a system of personalized visual access to programming problems, which is based on open social user modeling technology and personalized techniques. ([[Progressor|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Progressor+ ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:progressorplus1.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|ProgressorPlus]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | Progressor+ extends the benefits from Progressor and addresses the problems in personalized and social learning of how to help students to find the most appropriate educational resources and engage them into using these resources. Progressor+ adopts the same idea of open student modeling visualization and uses generic table representation for accessing and visualizing assorted educational content ([[ProgressorPlus|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== QuizGuide ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:Quizguide.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|QuizGuide]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | QuizGuide, is an adaptive system that helps students in selecting most relevant quizzes for self-assessment of C knowledge. Quizzes are assigned to topics and adaptively annotated, to show which topics are currently important and which require further work. ([[QuizGuide|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== SetFusion ==&lt;br /&gt;
coming soon&lt;br /&gt;
([[SetFusion|more]])&lt;br /&gt;
&lt;br /&gt;
== TalkExplorer ==&lt;br /&gt;
coming soon&lt;br /&gt;
([[TalkExplorer|more]])&lt;br /&gt;
&lt;br /&gt;
== TaskSieve ==&lt;br /&gt;
&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:TaskSieve-surrogates.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|TaskSieve -- mediates query and user model]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | An experimental personalized news search system based on task models and the interface to mediate between the query and the task model.  Users can select three options (1) query only, (2) task model only, and (3) both. ([[TaskSieve|more]])&lt;br /&gt;
* [http://amber.exp.sis.pitt.edu/tasksieve System link 1]&lt;br /&gt;
* [http://amber.exp.sis.pitt.edu/~codex/tasksieve System link 2] (newer version integrated with Adaptive VIBE)&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== WADEIn (cWADEIn/jWADEIn) ==&lt;br /&gt;
coming soon&lt;br /&gt;
([[WADEIn|more]])&lt;br /&gt;
&lt;br /&gt;
== YourNews ==&lt;br /&gt;
&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:YourNews-openUM.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|YourNews Open User Model UI]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | YourNews is a news recommendation system based on the RSS feeds collected from various news sources. News articles are crawled every two hours, indexed, and then provided to users according to their specific needs.  Users also can view and control their user profile with &#039;&#039;&#039;Open User Profile&#039;&#039;&#039;  ([[YourNews|more]])&lt;br /&gt;
&lt;br /&gt;
* [http://amber.exp.sis.pitt.edu/yournews System Link]&lt;br /&gt;
|}&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=Systems&amp;diff=4988</id>
		<title>Systems</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=Systems&amp;diff=4988"/>
		<updated>2026-01-12T01:21:50Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Conference Navigator 3 */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;Our group explores several kinds of information systems focused mostly on personalized systems (such as adaptive learning and recommender systems) and various kinds of systems that support human navigation in information space (such as adaptive hypermedia and social navigation). This page presents a brief overview of the types of systems we explore and follows with a quick overview of the systems and frameworks developed at [[Main Page|PAWS]] lab.&lt;br /&gt;
This page presents the main types of topics and technologies explored by PAWS Lab. Like other Wiki pages, it is permanently in construction.&lt;br /&gt;
&lt;br /&gt;
= System Types =&lt;br /&gt;
&lt;br /&gt;
== Personalized Learning Systems ==&lt;br /&gt;
&lt;br /&gt;
Personalized learning technologies provide an alternative to the dominant “one-size-fits-all” approach to treating diverse student audiences. While having a relatively long history, this research direction moved to the forefront only recently when modern information technologies opened new learning opportunities for a wide range of students. Nowadays, personalized learning is considered to be a top priority research direction by many experts. For example, [http://www.engineeringchallenges.org/cms/8996/9127.aspx advanced personalized learning] was named among [http://www.engineeringchallenges.org/ 14 Grand Challenges for Engineering] along with preventing nuclear terror and making solar energy economical. It has also been listed among the highest funding priorities in [http://cacm.acm.org/magazines/2010/2/69358-assessing-the-changing-us-it-rd-ecosystem/fulltext Communications of the ACM].&lt;br /&gt;
&lt;br /&gt;
Personalized learning technologies enable e-learning systems to maintain a model of the goals, preferences and knowledge of each student and apply this model to adapt the system performance to the student making the learning process more efficient and enjoyable. In so doing, various kinds of personalized e-learning systems demonstrated their ability to help students acquire knowledge faster, improve learning outcomes, reduce navigational overhead, and increase student engagement. Our team is interested a range of personalized learning technologies, focusing on modeling learner knowledge of the subject. Individual models of learner knowledge that our systems maintain are used to guide learners to the most appropriate learning content using course sequencing and adaptive navigation support technologies. Some systems also use the models to deliver adaptive visualization. Below is the list of personalized learning systems developed by our group. Most of these systems are open for anyone to use and explore online.&lt;br /&gt;
&lt;br /&gt;
More at [[Personalized Learning Systems]]&lt;br /&gt;
&lt;br /&gt;
Systems:&lt;br /&gt;
* [[QuizGuide]]&lt;br /&gt;
* [[NavEx]]&lt;br /&gt;
* [[Database Exploratorium]]&lt;br /&gt;
* [[KnowledgeZoom]]&lt;br /&gt;
* [[MasteryGrids]]&lt;br /&gt;
* [[Mastery_Grids_Interface]] &lt;br /&gt;
* [[JavaGuide]]&lt;br /&gt;
* [[Progressor]]&lt;br /&gt;
* [[ProgressorPlus]]&lt;br /&gt;
&lt;br /&gt;
== Smart Learning Content for Computing Education ==&lt;br /&gt;
&lt;br /&gt;
To support our research on personalized learning, we developed several types of [[Smart Content]] for Computing Education. Smart content engages students in various kinds of interaction - exploration, simulation, problem solving - and use a rich trace of learning data generated by students interacting with this content to better model learner&#039;s knowledge. For some types of smart content activities we have authoring and delivery systems, other types are just collection of items, which you could use but can&#039;t edit. An overview of our smart content types can found on the [[Smart Content]] page. Systems supporting delivery and authoring of smart content are listed below.&lt;br /&gt;
&lt;br /&gt;
* [[Smart Content]] types supported by [[ADAPT2]] infrastructure and [[MasteryGrids]] interface&lt;br /&gt;
* [[PCEX]] - advanced code worked examples that could be created with [[WEAT]]&lt;br /&gt;
* [[QuizJET]] - code tracing problems for Java that could be created with [[QuizJET Authoring System]]&lt;br /&gt;
* [[QuizPET]] - code tracing problems for Python that could be created with [[QuizPET Authoring System]]&lt;br /&gt;
* [[WebEx]] - simple code worked examples that could be created with [[AnnotEx]]&lt;br /&gt;
&lt;br /&gt;
== Adaptive Information Retrieval Systems ==&lt;br /&gt;
Systems:&lt;br /&gt;
&lt;br /&gt;
* [[TaskSieve]]&lt;br /&gt;
* [[YourNews]]&lt;br /&gt;
&lt;br /&gt;
== Recommender Systems ==&lt;br /&gt;
&lt;br /&gt;
* [[Grapevine]]&lt;br /&gt;
* [[HELPeR]]&lt;br /&gt;
* [[Proactive]]&lt;br /&gt;
* [[CourseAgent]]&lt;br /&gt;
* [[Conference Navigator 3]]&lt;br /&gt;
* [[Eventur]]&lt;br /&gt;
* [[CoMeT]]&lt;br /&gt;
* [[Cross-Domain Recommender Systems]]&lt;br /&gt;
* [[Social Recommender Systems]]&lt;br /&gt;
&lt;br /&gt;
== Social Information Access Systems ==&lt;br /&gt;
Systems: &lt;br /&gt;
* [[ImageSieve]]&lt;br /&gt;
* [[Knowledge Sea II]]&lt;br /&gt;
* [[NameSieve]]&lt;br /&gt;
&lt;br /&gt;
= Currently Active Systems =&lt;br /&gt;
&lt;br /&gt;
== ADAPT&amp;lt;sup&amp;gt;2&amp;lt;/sup&amp;gt; Infrastructure==&lt;br /&gt;
&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:adapt2-arcitecture.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|ADAPT&amp;lt;sup&amp;gt;2&amp;lt;/sup&amp;gt; Architecture]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | ADAPT&amp;lt;sup&amp;gt;2&amp;lt;/sup&amp;gt; (read adapt-square) - Advanced Distributed Architecture for Personalized Teaching and Training - is a framework targeted at providing personalization and adaptation services for developers of content that lacks personalization. ==&amp;gt; ([[ADAPT2|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== CUMULATE ==&lt;br /&gt;
[[CUMULATE]] is a centralized user modeling server built for the [[ADAPT2|ADAPT&amp;lt;sup&amp;gt;2&amp;lt;/sup&amp;gt;]] architecture. It is mainly targeted at providing user modeling support for adaptive educational hypermedia (AEH) systems. [[CUMULATE]] maintains a set of overlay models of students&#039; knowledge. It uses several techniques for computing student models, including thresholded averaging, asymptotic user knowledge assessment, and time-spent-reading.&lt;br /&gt;
([[CUMULATE|more]])&lt;br /&gt;
&lt;br /&gt;
== Knowledge Tree ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | [[Image:KnowledgeTreeLogo.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Knowledge Tree]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | Knowledge Tree is a link aggregating portal. It presents content structured according to the folder-document paradigm. Knowledge Tree provides authentication and authorization and implements a simplified form of access control. It supports collaborative authoring and social annotation.&lt;br /&gt;
* More about [[Knowledge Tree]]&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Mastery Grids ==&lt;br /&gt;
&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:Mg_1.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Mastery Grids Interface]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | Mastery Grids is our latest implementation of Open Social Learner Modeling (OSLM). It is both an innovative Open Social Learner Model Interface and an adaptive E-learning platform with integrated functionalities enabling multi-facet social comparison, open learner modeling, and adaptive navigation support to access multiple kinds of smart learning content. Mastery Grids is supported by adaptive social learning framework [[Aggregate]]. This framework supports several kinds of open student modeling, social comparison, and recommendation. In detail, Mastery Grids presents and compares user learning progress and knowledge level using colored grids, tracks user activities with learning content, and provides flexible user-centered navigation across different content levels (e.g. topic, question) and different content types (e.g. problem, example). Our past research shows that open student modeling and social comparison effectively increases students’ performance, motivation, engagement and retention. &lt;br /&gt;
&lt;br /&gt;
* [[Mastery Grids Interface|More about Mastery Grids]]&lt;br /&gt;
* [http://adapt2.sis.pitt.edu/um-vis-adl/index.html?usr=adl01&amp;amp;grp=ADL&amp;amp;sid=test&amp;amp;cid=13&amp;amp;data-top-n-grp=5&amp;amp;def-val-rep-lvl-id=p&amp;amp;def-val-res-id=AVG&amp;amp;ui-tbar-rep-lvl-vis=0&amp;amp;ui-tbar-topic-size-vis=0 An interactive demo of Mastery Grids interface]&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Program Construction Examples ([[PCEX]])==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:Pcex_ex.PNG|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Program Construction Examples]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | PCEX is an interactive learning tool which demonstrates program construction examples to help students to develop program construction skills. It supports exploring the program construction examples freely and provide challenges to the students to help them self-assess their learning of program construction knowledge. It is now a component of [[ADAPT2]] Infrastructure. &lt;br /&gt;
&lt;br /&gt;
* [[PCEX|More about PCEX]]&lt;br /&gt;
* A [https://www.youtube.com/watch?v=gv46knva1Lo demo of PCEX for Python], as a part of PCLab, a [[MasteryGrids]] setup to practice construction knowledge for Python&lt;br /&gt;
* A [https://www.youtube.com/watch?v=EGTkrTJ7YaM demo of PCEX for Java], as a part of PCLab, a [[MasteryGrids]] setup to practice construction knowledge for Java&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
==[[WEAT]]==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:weat.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Worked Example Authoring Tool]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | Worked Example Authoring Tool (WEAT) is an authoring tool for PCEX. The integrated ChatGPT support can be used to generate code explanations required for creating a program construction example. Created examples can be shared publicly with others, embed through iframes, or in an LMS like Canvas.&lt;br /&gt;
&lt;br /&gt;
* [[WEAT|More about WEAT]]&lt;br /&gt;
* [[WEAT_Tutorial|WEAT&#039;s User Manual]]&lt;br /&gt;
* [https://youtu.be/IOfA0Ql3Zq0 WEAT Video Tutorial]&lt;br /&gt;
&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
==[[Course Authoring]]==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:CourseAuthoring.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Course Authoring Tool]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | The Course Authoring Tool is designed to simplify the process of course creation for instructors. This tool allows instructors to efficiently organize and bundle smart content from multiple providers into structured units or modules, which can be seamlessly integrated into LMS such as Canvas. Additional features include the ability to explore and clone publicly shared course structures, create new courses from scratch, and facilitate sharing and reuse of course materials.&lt;br /&gt;
&lt;br /&gt;
* [[CourseAuthoring|More about Course Authoring Tool]]&lt;br /&gt;
* [https://youtu.be/2Nm6yhlTu10 Course Authoring Video Tutorial]&lt;br /&gt;
&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== [[Grapevine]] ==&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:Grapevine.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Grapevine]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | Grapevine is an interactive recommender system that assists students in finding advisors for their projects - from undergraduate capstone projects to PhD thesis work. It has been developed as a part of Personalized Education project sponsored by the University of Pittsburgh&lt;br /&gt;
* More about ([[Grapevine]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== QuizJET ==&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:Quizjet.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|QuizJET]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | QuizJet is an educational system that delivers and automatically assesses parameterized quiz-style code-tracing problems for Java. It&#039;s mainly used to practice code-tracing knowledge (program semantics) of  Java programming language, but it can also be used for assessment needs. QuizJET randomly generates a question parameter, creates a presentation of the parameterized question as a Web-based quiz question, compares the student&#039;s input to the correct answer, which QuizJET produces by executing the parameterized code &amp;quot;behind the stage&amp;quot;, and records the results into a server-side database. It is now a component of [[ADAPT2]] Infrastructure.&lt;br /&gt;
* More about [[QuizJET]]&lt;br /&gt;
* A silent [https://www.youtube.com/watch?v=dWRdAm7mUbk demo] of QuizJET, QuizPET and its authoring tools&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== QuizPET ==&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:QuizPET.jpg|thumb|left|&#039;&#039;&#039;80&#039;&#039;&#039;|QuizPET]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | QuizPET delivers and automatically assesses parameterized quiz-style code-tracing problems for Python. It is using the same approach to generate problems and assess student answers as [[QuizJET]]. It is now a component of [[ADAPT2]] Infrastructure. &lt;br /&gt;
* More about [[QuizPET]]&lt;br /&gt;
* A silent [https://www.youtube.com/watch?v=dWRdAm7mUbk demo] of QuizJET, QuizPET and its authoring tools&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== ReadingCircle ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | [[Image:Readingcircle1.png|left|thumb|200px|ReadingCircle interface.]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | ReadingCircle is a system that explores approaches to encourage student reading using a social progress visualization interface. Click on the link to [[ReadingCircle]] to see more details.&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== [[HELPeR]] ==&lt;br /&gt;
&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:Helper.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|[[HELPeR]]]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | Health e-Librarian with Personalized Recommender (HELPeR) is an interactive personalized search and recommender system designed to provide access to health information for cancer patients and their caregivers ([[HELPeR|--&amp;gt;more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== [[WebEx]] ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | [[Image:AnnotatedExamples.jpg|left|thumb|200px|Screenshot of the WebEx interface.]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | [[WebEx]] is a system that serves annotated code examples known also as dissections. Each dissection is a sequence of lines that have annotations associated with them. Dissections are grouped into collections - scopes. The natural domain of WebEx is programming. However, other applications are also possible, e.g. poetry. It is now a component of [[ADAPT2]] Infrastructure. It is one of the oldest PAWS systems, but WebEx is used in to provide access to examples in several domains. It is mostly superseded by [[PCX]] system which has more features.&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
([[WebEx|more]])&lt;br /&gt;
&lt;br /&gt;
= Earlier Systems =&lt;br /&gt;
== AdVisE (Adaptive Document Visualization for Education)  ==&lt;br /&gt;
==== ADVISE 2D ====&lt;br /&gt;
Two dimensional document visualization based on inter-document similarities. The locations of the documents on the 2D space are determined by their similarities to another documents and users can visually see the relationships of the documents based on their contents.&lt;br /&gt;
==== ADVISE 3D ====&lt;br /&gt;
Three dimensional visualization of documents based on similarities. By adding one more dimension to 2D visualization, users are able to explore the document space more easily and access each document.&lt;br /&gt;
&lt;br /&gt;
==== ADVISE VIBE ====&lt;br /&gt;
&lt;br /&gt;
Relevance-based visualization of educational documents based on re-implementation of VIBE, a document visualization method based on similarities between documents and POIs (Points Of Interests) developed by Molde College and School of Information Sciences, University of Pittsburgh. &lt;br /&gt;
&lt;br /&gt;
([http://ir.exp.sis.pitt.edu/advise more on ADVISE])&lt;br /&gt;
&lt;br /&gt;
==Adaptive VIBE==&lt;br /&gt;
&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:AdaptiveVibe_part.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Adaptive VIBE]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | Two dimensional visualization based on POIs(Point Of Interest, or concepts) and document similarities. The position of the documents are calculated by their relationships with each POI. &lt;br /&gt;
&lt;br /&gt;
* [http://amber.exp.sis.pitt.edu/~codex/tasksieve System Link] (Adaptive VIBE integrated into TaskSieve)&lt;br /&gt;
* [[Adaptive_VIBE | more on Adaptive VIBE]]&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== AnnotatEd ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:ated.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|AnnotatEd]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | AnnotatEd is a system that enables learners to annotate online pages while keeping track of all activities of learners. AnnotatEd uses the learners&#039; activity information to offer &#039;&#039;social navigation support&#039;&#039; for hyperlinks inside the AnnotatEd system. ([[AnnotatEd|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== AnnotEx ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | [[Image:AnnotEx.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|AnnotEx]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | AnnotEx - Example Annotator- is a web-based community based authoring tool for annotating programming examples.([[AnnotEx|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== CoMeT ==&lt;br /&gt;
&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:comet.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Comet]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | COMET is a social system for sharing informaion about research talks. It allows to collaboratively collect, publish, and tag interesting research talks in Pittsburgh. COMET allows its users to schedule the talks they want to attend. It also automatically reminds about bookmarked talks and recommends other talks that fits isers&#039; interests. &lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Conference Navigator 3==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:Cn3.jpg|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|CN3]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | Conference Navigator 3 (CN3) is a personal conference scheduling tool with social linking and recommendation features. Users can control access to their information in the CN3 system and link their account with third party academic and non-academic social networks such as linkedIn, Facebook, citeulike, or Mendeley. Our main goal is to enhance attendees&#039; experience at the conferences, and also investigate the mechanisms that drives attendees to engage in their research community. [[More==&amp;gt;|CN3]]&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== CoPE (Collaborative Paper Exchange) ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:CoPE.1.overall.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|CoPE]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | CoPE - Collaborative Paper Exchange - is a system that provides community-based access to paper summaries via web. CoPE is currently an in-class tool for both teachers and students. ([[CoPE|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== CourseAgent ==&lt;br /&gt;
coming soon&lt;br /&gt;
([[CourseAgent|more]])&lt;br /&gt;
&lt;br /&gt;
== Eventur ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:Pittcult.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|PittCult]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | This project is to recommend interesting information using the combined technology of collaborative filtering and trust-based human network. This system is to overcome the emerging problems regarding collaborative filtering recommendations and to investigate how the information propagation is affected by trust among people. ([[Eventur|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== JavaGuide ==&lt;br /&gt;
&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:JavaGuide.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|JavaGuide]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | JavaGuide is a personalized front-end for QuizJET developed by PAWS Lab (Hsiao, 2010). Java Guide collects student performance data sent by QuizJET to the activity storage, determines student current level of knowledge for multiple topics and concepts of Java programming language, and use it to provide adaptive guidance to the questions  that are most appropriate for a specific student given the course goals and current state of knowledge.. ([[JavaGuide|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Knowledge Sea II ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:ks2.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Knowledge Sea II]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | Knowledge Sea II is an extension of Knowledge Sea project that is designed to help users navigate from lectures to relevant online tutorials in a map-based horizontal navigation format. The most important feature of Knowledge Sea is facilitating the navigation through providing traffic and annotation based social navigation support. ([[Knowledge Sea II|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== KnowledgeZoom ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | [[Image:KnowledgeZoom.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|KnowledgeZoom]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | [[KnowledgeZoom]] is an exam preparation system with zoomable open student model showing student level of knowledge for hierarchy of Java programming concepts. KnowledgeZoom allows students to find gaps in their knowledge and access learning content that helps to bridge these gaps.&lt;br /&gt;
&lt;br /&gt;
* [[KnowledgeZoom|More about KnowledgeZoom]]&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== MEMA ==&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:MEMA.jpg|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|MEMA]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | MEMA (Museum Exhibition MAnagement) ([[MEMA|more]])&lt;br /&gt;
* [http://halley.exp.sis.pitt.edu/mema/web/ Web System link]&lt;br /&gt;
* [http://halley.exp.sis.pitt.edu/mema Mobile System link]&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== NameSieve ==&lt;br /&gt;
&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:NameSieve-NEpanel.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|NameSieve Named-entity Navigator]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | A name-entity based news exploration and filtering system.  Important named-entities extracted from the search results are provided in the &amp;quot;cloud&amp;quot; form and helps further exploration. ([[NameSieve|more]])&lt;br /&gt;
&lt;br /&gt;
* [http://amber.exp.sis.pitt.edu/namesieve System Link 1]&lt;br /&gt;
* [http://ir.exp.sis.pitt.edu/~jahn/cma/index.php System Link 2] (Carnegie Museum of Art version)&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== NavEx - Navigation to Examples ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:NavEx.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|NavEx]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | NavEx provides adaptive guidance for accessing online interactive examples. Adaptation allows students to visualize both whether they are ready to explore certain examples and what is their progress with them. NavEx-SN (SN for social navigation) also allows students to relate their progress with the progress of the group. ([[NavEx|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== PERSEUS ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | [[Image:Perseus.gif|thumb|left|100px|PERSEUS]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | [[PERSEUS]] is a Personalization Service Engine. It provides adaptive support for non-personalized (educational) hypermedia systems by abstracting content presentation/aggregation from user modeling. [[PERSEUS]] protocols are based on [http://en.wikipedia.org/wiki/Rdf RDF] and [http://en.wikipedia.org/wiki/RSS_(file_format)#RSS_1.0 RSS 1.0]. Although, [[PERSEUS]] was initially developed for [[ADAPT2|ADAPT&amp;lt;sup&amp;gt;2&amp;lt;/sup&amp;gt;]] framework, its data model permits seamless support of any other hypermedia application. Currently [[PERSEUS]] provides social navigation, topic-based navigation, concept-based navigation, and adaptive filtering techniques. ([[PERSEUS|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Proactive ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:Proactive.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Proactive]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | The Proactive is content-based job search and recommender system which is based on several knowledge engineering technology and personalized techniques. The system is adapts to each user by collecting various user&#039;s usage patterns. It integrates several approaches to provide access to job information ([[Proactive|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Progressor ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:Progressor.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Progressor]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | The Progressor is a system of personalized visual access to programming problems, which is based on open social user modeling technology and personalized techniques. ([[Progressor|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Progressor+ ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:progressorplus1.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|ProgressorPlus]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | Progressor+ extends the benefits from Progressor and addresses the problems in personalized and social learning of how to help students to find the most appropriate educational resources and engage them into using these resources. Progressor+ adopts the same idea of open student modeling visualization and uses generic table representation for accessing and visualizing assorted educational content ([[ProgressorPlus|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== QuizGuide ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:Quizguide.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|QuizGuide]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | QuizGuide, is an adaptive system that helps students in selecting most relevant quizzes for self-assessment of C knowledge. Quizzes are assigned to topics and adaptively annotated, to show which topics are currently important and which require further work. ([[QuizGuide|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== SetFusion ==&lt;br /&gt;
coming soon&lt;br /&gt;
([[SetFusion|more]])&lt;br /&gt;
&lt;br /&gt;
== TalkExplorer ==&lt;br /&gt;
coming soon&lt;br /&gt;
([[TalkExplorer|more]])&lt;br /&gt;
&lt;br /&gt;
== TaskSieve ==&lt;br /&gt;
&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:TaskSieve-surrogates.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|TaskSieve -- mediates query and user model]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | An experimental personalized news search system based on task models and the interface to mediate between the query and the task model.  Users can select three options (1) query only, (2) task model only, and (3) both. ([[TaskSieve|more]])&lt;br /&gt;
* [http://amber.exp.sis.pitt.edu/tasksieve System link 1]&lt;br /&gt;
* [http://amber.exp.sis.pitt.edu/~codex/tasksieve System link 2] (newer version integrated with Adaptive VIBE)&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== WADEIn (cWADEIn/jWADEIn) ==&lt;br /&gt;
coming soon&lt;br /&gt;
([[WADEIn|more]])&lt;br /&gt;
&lt;br /&gt;
== YourNews ==&lt;br /&gt;
&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:YourNews-openUM.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|YourNews Open User Model UI]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | YourNews is a news recommendation system based on the RSS feeds collected from various news sources. News articles are crawled every two hours, indexed, and then provided to users according to their specific needs.  Users also can view and control their user profile with &#039;&#039;&#039;Open User Profile&#039;&#039;&#039;  ([[YourNews|more]])&lt;br /&gt;
&lt;br /&gt;
* [http://amber.exp.sis.pitt.edu/yournews System Link]&lt;br /&gt;
|}&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=Systems&amp;diff=4987</id>
		<title>Systems</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=Systems&amp;diff=4987"/>
		<updated>2026-01-12T01:21:18Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Conference Navigator 3 */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;Our group explores several kinds of information systems focused mostly on personalized systems (such as adaptive learning and recommender systems) and various kinds of systems that support human navigation in information space (such as adaptive hypermedia and social navigation). This page presents a brief overview of the types of systems we explore and follows with a quick overview of the systems and frameworks developed at [[Main Page|PAWS]] lab.&lt;br /&gt;
This page presents the main types of topics and technologies explored by PAWS Lab. Like other Wiki pages, it is permanently in construction.&lt;br /&gt;
&lt;br /&gt;
= System Types =&lt;br /&gt;
&lt;br /&gt;
== Personalized Learning Systems ==&lt;br /&gt;
&lt;br /&gt;
Personalized learning technologies provide an alternative to the dominant “one-size-fits-all” approach to treating diverse student audiences. While having a relatively long history, this research direction moved to the forefront only recently when modern information technologies opened new learning opportunities for a wide range of students. Nowadays, personalized learning is considered to be a top priority research direction by many experts. For example, [http://www.engineeringchallenges.org/cms/8996/9127.aspx advanced personalized learning] was named among [http://www.engineeringchallenges.org/ 14 Grand Challenges for Engineering] along with preventing nuclear terror and making solar energy economical. It has also been listed among the highest funding priorities in [http://cacm.acm.org/magazines/2010/2/69358-assessing-the-changing-us-it-rd-ecosystem/fulltext Communications of the ACM].&lt;br /&gt;
&lt;br /&gt;
Personalized learning technologies enable e-learning systems to maintain a model of the goals, preferences and knowledge of each student and apply this model to adapt the system performance to the student making the learning process more efficient and enjoyable. In so doing, various kinds of personalized e-learning systems demonstrated their ability to help students acquire knowledge faster, improve learning outcomes, reduce navigational overhead, and increase student engagement. Our team is interested a range of personalized learning technologies, focusing on modeling learner knowledge of the subject. Individual models of learner knowledge that our systems maintain are used to guide learners to the most appropriate learning content using course sequencing and adaptive navigation support technologies. Some systems also use the models to deliver adaptive visualization. Below is the list of personalized learning systems developed by our group. Most of these systems are open for anyone to use and explore online.&lt;br /&gt;
&lt;br /&gt;
More at [[Personalized Learning Systems]]&lt;br /&gt;
&lt;br /&gt;
Systems:&lt;br /&gt;
* [[QuizGuide]]&lt;br /&gt;
* [[NavEx]]&lt;br /&gt;
* [[Database Exploratorium]]&lt;br /&gt;
* [[KnowledgeZoom]]&lt;br /&gt;
* [[MasteryGrids]]&lt;br /&gt;
* [[Mastery_Grids_Interface]] &lt;br /&gt;
* [[JavaGuide]]&lt;br /&gt;
* [[Progressor]]&lt;br /&gt;
* [[ProgressorPlus]]&lt;br /&gt;
&lt;br /&gt;
== Smart Learning Content for Computing Education ==&lt;br /&gt;
&lt;br /&gt;
To support our research on personalized learning, we developed several types of [[Smart Content]] for Computing Education. Smart content engages students in various kinds of interaction - exploration, simulation, problem solving - and use a rich trace of learning data generated by students interacting with this content to better model learner&#039;s knowledge. For some types of smart content activities we have authoring and delivery systems, other types are just collection of items, which you could use but can&#039;t edit. An overview of our smart content types can found on the [[Smart Content]] page. Systems supporting delivery and authoring of smart content are listed below.&lt;br /&gt;
&lt;br /&gt;
* [[Smart Content]] types supported by [[ADAPT2]] infrastructure and [[MasteryGrids]] interface&lt;br /&gt;
* [[PCEX]] - advanced code worked examples that could be created with [[WEAT]]&lt;br /&gt;
* [[QuizJET]] - code tracing problems for Java that could be created with [[QuizJET Authoring System]]&lt;br /&gt;
* [[QuizPET]] - code tracing problems for Python that could be created with [[QuizPET Authoring System]]&lt;br /&gt;
* [[WebEx]] - simple code worked examples that could be created with [[AnnotEx]]&lt;br /&gt;
&lt;br /&gt;
== Adaptive Information Retrieval Systems ==&lt;br /&gt;
Systems:&lt;br /&gt;
&lt;br /&gt;
* [[TaskSieve]]&lt;br /&gt;
* [[YourNews]]&lt;br /&gt;
&lt;br /&gt;
== Recommender Systems ==&lt;br /&gt;
&lt;br /&gt;
* [[Grapevine]]&lt;br /&gt;
* [[HELPeR]]&lt;br /&gt;
* [[Proactive]]&lt;br /&gt;
* [[CourseAgent]]&lt;br /&gt;
* [[Conference Navigator 3]]&lt;br /&gt;
* [[Eventur]]&lt;br /&gt;
* [[CoMeT]]&lt;br /&gt;
* [[Cross-Domain Recommender Systems]]&lt;br /&gt;
* [[Social Recommender Systems]]&lt;br /&gt;
&lt;br /&gt;
== Social Information Access Systems ==&lt;br /&gt;
Systems: &lt;br /&gt;
* [[ImageSieve]]&lt;br /&gt;
* [[Knowledge Sea II]]&lt;br /&gt;
* [[NameSieve]]&lt;br /&gt;
&lt;br /&gt;
= Currently Active Systems =&lt;br /&gt;
&lt;br /&gt;
== ADAPT&amp;lt;sup&amp;gt;2&amp;lt;/sup&amp;gt; Infrastructure==&lt;br /&gt;
&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:adapt2-arcitecture.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|ADAPT&amp;lt;sup&amp;gt;2&amp;lt;/sup&amp;gt; Architecture]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | ADAPT&amp;lt;sup&amp;gt;2&amp;lt;/sup&amp;gt; (read adapt-square) - Advanced Distributed Architecture for Personalized Teaching and Training - is a framework targeted at providing personalization and adaptation services for developers of content that lacks personalization. ==&amp;gt; ([[ADAPT2|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== CUMULATE ==&lt;br /&gt;
[[CUMULATE]] is a centralized user modeling server built for the [[ADAPT2|ADAPT&amp;lt;sup&amp;gt;2&amp;lt;/sup&amp;gt;]] architecture. It is mainly targeted at providing user modeling support for adaptive educational hypermedia (AEH) systems. [[CUMULATE]] maintains a set of overlay models of students&#039; knowledge. It uses several techniques for computing student models, including thresholded averaging, asymptotic user knowledge assessment, and time-spent-reading.&lt;br /&gt;
([[CUMULATE|more]])&lt;br /&gt;
&lt;br /&gt;
== Knowledge Tree ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | [[Image:KnowledgeTreeLogo.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Knowledge Tree]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | Knowledge Tree is a link aggregating portal. It presents content structured according to the folder-document paradigm. Knowledge Tree provides authentication and authorization and implements a simplified form of access control. It supports collaborative authoring and social annotation.&lt;br /&gt;
* More about [[Knowledge Tree]]&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Mastery Grids ==&lt;br /&gt;
&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:Mg_1.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Mastery Grids Interface]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | Mastery Grids is our latest implementation of Open Social Learner Modeling (OSLM). It is both an innovative Open Social Learner Model Interface and an adaptive E-learning platform with integrated functionalities enabling multi-facet social comparison, open learner modeling, and adaptive navigation support to access multiple kinds of smart learning content. Mastery Grids is supported by adaptive social learning framework [[Aggregate]]. This framework supports several kinds of open student modeling, social comparison, and recommendation. In detail, Mastery Grids presents and compares user learning progress and knowledge level using colored grids, tracks user activities with learning content, and provides flexible user-centered navigation across different content levels (e.g. topic, question) and different content types (e.g. problem, example). Our past research shows that open student modeling and social comparison effectively increases students’ performance, motivation, engagement and retention. &lt;br /&gt;
&lt;br /&gt;
* [[Mastery Grids Interface|More about Mastery Grids]]&lt;br /&gt;
* [http://adapt2.sis.pitt.edu/um-vis-adl/index.html?usr=adl01&amp;amp;grp=ADL&amp;amp;sid=test&amp;amp;cid=13&amp;amp;data-top-n-grp=5&amp;amp;def-val-rep-lvl-id=p&amp;amp;def-val-res-id=AVG&amp;amp;ui-tbar-rep-lvl-vis=0&amp;amp;ui-tbar-topic-size-vis=0 An interactive demo of Mastery Grids interface]&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Program Construction Examples ([[PCEX]])==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:Pcex_ex.PNG|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Program Construction Examples]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | PCEX is an interactive learning tool which demonstrates program construction examples to help students to develop program construction skills. It supports exploring the program construction examples freely and provide challenges to the students to help them self-assess their learning of program construction knowledge. It is now a component of [[ADAPT2]] Infrastructure. &lt;br /&gt;
&lt;br /&gt;
* [[PCEX|More about PCEX]]&lt;br /&gt;
* A [https://www.youtube.com/watch?v=gv46knva1Lo demo of PCEX for Python], as a part of PCLab, a [[MasteryGrids]] setup to practice construction knowledge for Python&lt;br /&gt;
* A [https://www.youtube.com/watch?v=EGTkrTJ7YaM demo of PCEX for Java], as a part of PCLab, a [[MasteryGrids]] setup to practice construction knowledge for Java&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
==[[WEAT]]==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:weat.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Worked Example Authoring Tool]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | Worked Example Authoring Tool (WEAT) is an authoring tool for PCEX. The integrated ChatGPT support can be used to generate code explanations required for creating a program construction example. Created examples can be shared publicly with others, embed through iframes, or in an LMS like Canvas.&lt;br /&gt;
&lt;br /&gt;
* [[WEAT|More about WEAT]]&lt;br /&gt;
* [[WEAT_Tutorial|WEAT&#039;s User Manual]]&lt;br /&gt;
* [https://youtu.be/IOfA0Ql3Zq0 WEAT Video Tutorial]&lt;br /&gt;
&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
==[[Course Authoring]]==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:CourseAuthoring.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Course Authoring Tool]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | The Course Authoring Tool is designed to simplify the process of course creation for instructors. This tool allows instructors to efficiently organize and bundle smart content from multiple providers into structured units or modules, which can be seamlessly integrated into LMS such as Canvas. Additional features include the ability to explore and clone publicly shared course structures, create new courses from scratch, and facilitate sharing and reuse of course materials.&lt;br /&gt;
&lt;br /&gt;
* [[CourseAuthoring|More about Course Authoring Tool]]&lt;br /&gt;
* [https://youtu.be/2Nm6yhlTu10 Course Authoring Video Tutorial]&lt;br /&gt;
&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== [[Grapevine]] ==&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:Grapevine.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Grapevine]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | Grapevine is an interactive recommender system that assists students in finding advisors for their projects - from undergraduate capstone projects to PhD thesis work. It has been developed as a part of Personalized Education project sponsored by the University of Pittsburgh&lt;br /&gt;
* More about ([[Grapevine]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== QuizJET ==&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:Quizjet.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|QuizJET]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | QuizJet is an educational system that delivers and automatically assesses parameterized quiz-style code-tracing problems for Java. It&#039;s mainly used to practice code-tracing knowledge (program semantics) of  Java programming language, but it can also be used for assessment needs. QuizJET randomly generates a question parameter, creates a presentation of the parameterized question as a Web-based quiz question, compares the student&#039;s input to the correct answer, which QuizJET produces by executing the parameterized code &amp;quot;behind the stage&amp;quot;, and records the results into a server-side database. It is now a component of [[ADAPT2]] Infrastructure.&lt;br /&gt;
* More about [[QuizJET]]&lt;br /&gt;
* A silent [https://www.youtube.com/watch?v=dWRdAm7mUbk demo] of QuizJET, QuizPET and its authoring tools&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== QuizPET ==&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:QuizPET.jpg|thumb|left|&#039;&#039;&#039;80&#039;&#039;&#039;|QuizPET]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | QuizPET delivers and automatically assesses parameterized quiz-style code-tracing problems for Python. It is using the same approach to generate problems and assess student answers as [[QuizJET]]. It is now a component of [[ADAPT2]] Infrastructure. &lt;br /&gt;
* More about [[QuizPET]]&lt;br /&gt;
* A silent [https://www.youtube.com/watch?v=dWRdAm7mUbk demo] of QuizJET, QuizPET and its authoring tools&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== ReadingCircle ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | [[Image:Readingcircle1.png|left|thumb|200px|ReadingCircle interface.]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | ReadingCircle is a system that explores approaches to encourage student reading using a social progress visualization interface. Click on the link to [[ReadingCircle]] to see more details.&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== [[HELPeR]] ==&lt;br /&gt;
&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:Helper.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|[[HELPeR]]]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | Health e-Librarian with Personalized Recommender (HELPeR) is an interactive personalized search and recommender system designed to provide access to health information for cancer patients and their caregivers ([[HELPeR|--&amp;gt;more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== [[WebEx]] ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | [[Image:AnnotatedExamples.jpg|left|thumb|200px|Screenshot of the WebEx interface.]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | [[WebEx]] is a system that serves annotated code examples known also as dissections. Each dissection is a sequence of lines that have annotations associated with them. Dissections are grouped into collections - scopes. The natural domain of WebEx is programming. However, other applications are also possible, e.g. poetry. It is now a component of [[ADAPT2]] Infrastructure. It is one of the oldest PAWS systems, but WebEx is used in to provide access to examples in several domains. It is mostly superseded by [[PCX]] system which has more features.&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
([[WebEx|more]])&lt;br /&gt;
&lt;br /&gt;
= Earlier Systems =&lt;br /&gt;
== AdVisE (Adaptive Document Visualization for Education)  ==&lt;br /&gt;
==== ADVISE 2D ====&lt;br /&gt;
Two dimensional document visualization based on inter-document similarities. The locations of the documents on the 2D space are determined by their similarities to another documents and users can visually see the relationships of the documents based on their contents.&lt;br /&gt;
==== ADVISE 3D ====&lt;br /&gt;
Three dimensional visualization of documents based on similarities. By adding one more dimension to 2D visualization, users are able to explore the document space more easily and access each document.&lt;br /&gt;
&lt;br /&gt;
==== ADVISE VIBE ====&lt;br /&gt;
&lt;br /&gt;
Relevance-based visualization of educational documents based on re-implementation of VIBE, a document visualization method based on similarities between documents and POIs (Points Of Interests) developed by Molde College and School of Information Sciences, University of Pittsburgh. &lt;br /&gt;
&lt;br /&gt;
([http://ir.exp.sis.pitt.edu/advise more on ADVISE])&lt;br /&gt;
&lt;br /&gt;
==Adaptive VIBE==&lt;br /&gt;
&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:AdaptiveVibe_part.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Adaptive VIBE]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | Two dimensional visualization based on POIs(Point Of Interest, or concepts) and document similarities. The position of the documents are calculated by their relationships with each POI. &lt;br /&gt;
&lt;br /&gt;
* [http://amber.exp.sis.pitt.edu/~codex/tasksieve System Link] (Adaptive VIBE integrated into TaskSieve)&lt;br /&gt;
* [[Adaptive_VIBE | more on Adaptive VIBE]]&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== AnnotatEd ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:ated.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|AnnotatEd]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | AnnotatEd is a system that enables learners to annotate online pages while keeping track of all activities of learners. AnnotatEd uses the learners&#039; activity information to offer &#039;&#039;social navigation support&#039;&#039; for hyperlinks inside the AnnotatEd system. ([[AnnotatEd|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== AnnotEx ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | [[Image:AnnotEx.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|AnnotEx]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | AnnotEx - Example Annotator- is a web-based community based authoring tool for annotating programming examples.([[AnnotEx|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== CoMeT ==&lt;br /&gt;
&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:comet.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Comet]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | COMET is a social system for sharing informaion about research talks. It allows to collaboratively collect, publish, and tag interesting research talks in Pittsburgh. COMET allows its users to schedule the talks they want to attend. It also automatically reminds about bookmarked talks and recommends other talks that fits isers&#039; interests. &lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Conference Navigator 3==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:Cn3.jpg|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|CN3]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | Conference Navigator 3 (CN3) is a personal conference scheduling tool with social linking and recommendation features. Users can control access to their information in the CN3 system and link their account with third party academic and non-academic social networks such as linkedIn, Facebook, citeulike, or Mendeley. Our main goal is to enhance attendees&#039; experience at the conferences, and also investigate the mechanisms that drives attendees to engage in their research community. &lt;br /&gt;
|} [[More==&amp;gt;|CN3]]&lt;br /&gt;
&lt;br /&gt;
== CoPE (Collaborative Paper Exchange) ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:CoPE.1.overall.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|CoPE]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | CoPE - Collaborative Paper Exchange - is a system that provides community-based access to paper summaries via web. CoPE is currently an in-class tool for both teachers and students. ([[CoPE|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== CourseAgent ==&lt;br /&gt;
coming soon&lt;br /&gt;
([[CourseAgent|more]])&lt;br /&gt;
&lt;br /&gt;
== Eventur ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:Pittcult.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|PittCult]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | This project is to recommend interesting information using the combined technology of collaborative filtering and trust-based human network. This system is to overcome the emerging problems regarding collaborative filtering recommendations and to investigate how the information propagation is affected by trust among people. ([[Eventur|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== JavaGuide ==&lt;br /&gt;
&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:JavaGuide.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|JavaGuide]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | JavaGuide is a personalized front-end for QuizJET developed by PAWS Lab (Hsiao, 2010). Java Guide collects student performance data sent by QuizJET to the activity storage, determines student current level of knowledge for multiple topics and concepts of Java programming language, and use it to provide adaptive guidance to the questions  that are most appropriate for a specific student given the course goals and current state of knowledge.. ([[JavaGuide|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Knowledge Sea II ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:ks2.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Knowledge Sea II]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | Knowledge Sea II is an extension of Knowledge Sea project that is designed to help users navigate from lectures to relevant online tutorials in a map-based horizontal navigation format. The most important feature of Knowledge Sea is facilitating the navigation through providing traffic and annotation based social navigation support. ([[Knowledge Sea II|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== KnowledgeZoom ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | [[Image:KnowledgeZoom.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|KnowledgeZoom]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | [[KnowledgeZoom]] is an exam preparation system with zoomable open student model showing student level of knowledge for hierarchy of Java programming concepts. KnowledgeZoom allows students to find gaps in their knowledge and access learning content that helps to bridge these gaps.&lt;br /&gt;
&lt;br /&gt;
* [[KnowledgeZoom|More about KnowledgeZoom]]&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== MEMA ==&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:MEMA.jpg|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|MEMA]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | MEMA (Museum Exhibition MAnagement) ([[MEMA|more]])&lt;br /&gt;
* [http://halley.exp.sis.pitt.edu/mema/web/ Web System link]&lt;br /&gt;
* [http://halley.exp.sis.pitt.edu/mema Mobile System link]&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== NameSieve ==&lt;br /&gt;
&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:NameSieve-NEpanel.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|NameSieve Named-entity Navigator]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | A name-entity based news exploration and filtering system.  Important named-entities extracted from the search results are provided in the &amp;quot;cloud&amp;quot; form and helps further exploration. ([[NameSieve|more]])&lt;br /&gt;
&lt;br /&gt;
* [http://amber.exp.sis.pitt.edu/namesieve System Link 1]&lt;br /&gt;
* [http://ir.exp.sis.pitt.edu/~jahn/cma/index.php System Link 2] (Carnegie Museum of Art version)&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== NavEx - Navigation to Examples ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:NavEx.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|NavEx]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | NavEx provides adaptive guidance for accessing online interactive examples. Adaptation allows students to visualize both whether they are ready to explore certain examples and what is their progress with them. NavEx-SN (SN for social navigation) also allows students to relate their progress with the progress of the group. ([[NavEx|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== PERSEUS ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | [[Image:Perseus.gif|thumb|left|100px|PERSEUS]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | [[PERSEUS]] is a Personalization Service Engine. It provides adaptive support for non-personalized (educational) hypermedia systems by abstracting content presentation/aggregation from user modeling. [[PERSEUS]] protocols are based on [http://en.wikipedia.org/wiki/Rdf RDF] and [http://en.wikipedia.org/wiki/RSS_(file_format)#RSS_1.0 RSS 1.0]. Although, [[PERSEUS]] was initially developed for [[ADAPT2|ADAPT&amp;lt;sup&amp;gt;2&amp;lt;/sup&amp;gt;]] framework, its data model permits seamless support of any other hypermedia application. Currently [[PERSEUS]] provides social navigation, topic-based navigation, concept-based navigation, and adaptive filtering techniques. ([[PERSEUS|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Proactive ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:Proactive.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Proactive]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | The Proactive is content-based job search and recommender system which is based on several knowledge engineering technology and personalized techniques. The system is adapts to each user by collecting various user&#039;s usage patterns. It integrates several approaches to provide access to job information ([[Proactive|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Progressor ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:Progressor.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|Progressor]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | The Progressor is a system of personalized visual access to programming problems, which is based on open social user modeling technology and personalized techniques. ([[Progressor|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Progressor+ ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:progressorplus1.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|ProgressorPlus]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | Progressor+ extends the benefits from Progressor and addresses the problems in personalized and social learning of how to help students to find the most appropriate educational resources and engage them into using these resources. Progressor+ adopts the same idea of open student modeling visualization and uses generic table representation for accessing and visualizing assorted educational content ([[ProgressorPlus|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== QuizGuide ==&lt;br /&gt;
{|&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; |  [[Image:Quizguide.gif|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|QuizGuide]]&lt;br /&gt;
| valign=&amp;quot;top&amp;quot; | QuizGuide, is an adaptive system that helps students in selecting most relevant quizzes for self-assessment of C knowledge. Quizzes are assigned to topics and adaptively annotated, to show which topics are currently important and which require further work. ([[QuizGuide|more]])&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== SetFusion ==&lt;br /&gt;
coming soon&lt;br /&gt;
([[SetFusion|more]])&lt;br /&gt;
&lt;br /&gt;
== TalkExplorer ==&lt;br /&gt;
coming soon&lt;br /&gt;
([[TalkExplorer|more]])&lt;br /&gt;
&lt;br /&gt;
== TaskSieve ==&lt;br /&gt;
&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:TaskSieve-surrogates.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|TaskSieve -- mediates query and user model]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | An experimental personalized news search system based on task models and the interface to mediate between the query and the task model.  Users can select three options (1) query only, (2) task model only, and (3) both. ([[TaskSieve|more]])&lt;br /&gt;
* [http://amber.exp.sis.pitt.edu/tasksieve System link 1]&lt;br /&gt;
* [http://amber.exp.sis.pitt.edu/~codex/tasksieve System link 2] (newer version integrated with Adaptive VIBE)&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== WADEIn (cWADEIn/jWADEIn) ==&lt;br /&gt;
coming soon&lt;br /&gt;
([[WADEIn|more]])&lt;br /&gt;
&lt;br /&gt;
== YourNews ==&lt;br /&gt;
&lt;br /&gt;
{|&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | [[Image:YourNews-openUM.png|thumb|left|&#039;&#039;&#039;100&#039;&#039;&#039;|YourNews Open User Model UI]]&lt;br /&gt;
|valign=&amp;quot;top&amp;quot; | YourNews is a news recommendation system based on the RSS feeds collected from various news sources. News articles are crawled every two hours, indexed, and then provided to users according to their specific needs.  Users also can view and control their user profile with &#039;&#039;&#039;Open User Profile&#039;&#039;&#039;  ([[YourNews|more]])&lt;br /&gt;
&lt;br /&gt;
* [http://amber.exp.sis.pitt.edu/yournews System Link]&lt;br /&gt;
|}&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=Personalization_and_Social_Networking_for_Short-Term_Communities&amp;diff=4986</id>
		<title>Personalization and Social Networking for Short-Term Communities</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=Personalization_and_Social_Networking_for_Short-Term_Communities&amp;diff=4986"/>
		<updated>2026-01-12T01:20:18Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Systems */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== About the project ==&lt;br /&gt;
This NSF-supported project aims to explore personalization and social networking for short-term communities. Using academic research conferences as a test bed, the project explored new methods to leverage information about user interests (available from multiple external resources) and develop techniques to facilitate use of existing social technologies. In the course of the project we implemented and explored Conference Navigator 3 along with a number of recommendation and visualization approaches for it.&lt;br /&gt;
&lt;br /&gt;
== Systems ==&lt;br /&gt;
&lt;br /&gt;
[[CN3|Conference Navigator 3]]  is a social conference support system. It offers an enhanced version of traditional tools: conference schedule and attendee list. It combines social tagging and social navigation features, but also use accumulated data from existing long-term communities (e.g. Facebook, CiteULike, Mendeley) to help users to find the relevant sessions to attend and to determine the appropriate people to make contact with during the conference. [[CN3|more]]&lt;br /&gt;
&lt;br /&gt;
== Team == &lt;br /&gt;
&lt;br /&gt;
&#039;&#039;&#039;PI:&#039;&#039;&#039; Associate Professor [[User:Peterb|Peter Brusilovsky]]. &lt;br /&gt;
&lt;br /&gt;
&#039;&#039;&#039;co-PI:&#039;&#039;&#039; Assistant Professor Jung Sun Oh.&lt;br /&gt;
&lt;br /&gt;
- Chirayu Wongchokprasitti: Research on recommendations, main developer of the two first version of CN and developer of the current version.&lt;br /&gt;
&lt;br /&gt;
- [[User:Sherry|Sherry Sahebi]]: Research on recommendations, and Database developer.&lt;br /&gt;
&lt;br /&gt;
- Shaopeng Zhang: Developer and designer of the first version of Web interface.&lt;br /&gt;
&lt;br /&gt;
- Yijin Wu: Developer of Android application.&lt;br /&gt;
&lt;br /&gt;
- Ranjani Rajagopal: Developer and designer of Android and iPhone application.&lt;br /&gt;
&lt;br /&gt;
- [[User:DParra|Denis Parra]]: Researcher on recommendations and adaptive visualization,  developer of the second versuion of Web interface&lt;br /&gt;
&lt;br /&gt;
- Steve Van Tuyl: Researcher on social networks.&lt;br /&gt;
&lt;br /&gt;
- [[User:Clau|Claudia Lopez]]: Researcher on incentive-based design.&lt;br /&gt;
&lt;br /&gt;
- Xidao Wen: Researcher on Social technologies and log analysis&lt;br /&gt;
&lt;br /&gt;
== Publications ==&lt;br /&gt;
&lt;br /&gt;
* Wongchokprasitti, C., Brusilovsky, P., and Parra, D. (2010) Conference Navigator 2.0: Community-Based Recommendation for Academic Conferences. In:  Proceedings of Workshop on Social Recommender Systems at the International Conference on Intelligent User Interfaces (IUI 2010), Hong Kong, China, February 7, 2010, available at [http://www.comp.hkbu.edu.hk/~lichen/srs2010/downloads/paper/21-final%20version%20cn20.pdf].&lt;br /&gt;
&lt;br /&gt;
* Brusilovsky, P., Parra, D., Sahebi, S., and Wongchokprasitti, C. (2010) Collaborative Information Finding in Smaller Communities: The Case of Research Talks. In:  Proceedings of 6th International ICST Conference on Collaborative Computing: Networking, Applications and Worksharing, Chicago, Illinois, USA October 9-12, 2010.&lt;br /&gt;
&lt;br /&gt;
* Parra-Santander, D., Jeng, W., Brusilovsky, P., López, C., and Sahebi, S. (2012) Conference Navigator 3: An online social conference support system. In: E. Herder, K. Yacef, L. Chen and S. Weibelzahl (eds.) Proceedings of Workshop and Poster Proceedings of the 20th Conference on User Modeling, Adaptation, and Personalization, Montreal, Canada, July 16-20, 2012.&lt;br /&gt;
&lt;br /&gt;
* Parra, D. and Brusilovsky, P. (2013) A Field Study of a Visual Controllable Talk Recommender. In:  Proceedings of Proceedings of the 2013 Chilean Conference on Human - Computer Interaction, Temuco, Chile, ACM, pp. 56-59.&lt;br /&gt;
&lt;br /&gt;
* Verbert, K., Parra-Santander, D., Brusilovsky, P., and Duval, E. (2013) Visualizing Recommendations to Support Exploration, Transparency and Controllability. In:  Proceedings of the 2013 International Conference on Intelligent User Interfaces, IUI &#039;2013, Santa Monica, USA, March 19–22, 2013, ACM Press, pp. 351-362, available at [http://dl.acm.org/citation.cfm?id=2449442].&lt;br /&gt;
&lt;br /&gt;
* Verbert, K., Parra, D., and Brusilovsky, P. (2014) The Effect of Different Set-based Visualizations on User Exploration of Recommendations In:  Proceedings of Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS&#039;14) at 2014 ACM Conference on Recommender Systems  (RecSys&#039;14), Silicon Valley, USA, October 6, 2014, ACM Press, pp. 37-44, [http://ceur-ws.org/Vol-1253/paper7.pdf].&lt;br /&gt;
&lt;br /&gt;
* Parra-Santander, D., Brusilovsky, P., and Trattner, C. (2014) See What You Want to See: Visual User-Driven Approach for Hybrid Recommendation. In:  Proceedings of Proceedings of the 19th International Conference on Intelligent User Interfaces, Haifa, Israel, ACM, pp. 235-240 [http://dl.acm.org/citation.cfm?id=2557542]&lt;br /&gt;
&lt;br /&gt;
* Lee, D. and Brusilovsky, P. (2014) Recommending Talks at Research Conferences Using Users’ Social Networks. International Journal of Cooperative Information Systems  23 (2).&lt;br /&gt;
&lt;br /&gt;
* Verbert, K., Parra-Santander, D., and Brusilovsky, P. (2016) Agents Vs. Users: Visual Recommendation of Research Talks with Multiple Dimension of Relevance. ACM Transactions on Interactive Intelligent Systems  6 (2), Article No. 11 &lt;br /&gt;
&lt;br /&gt;
* Verbert, K., Seipp, K., He, C., Parra, D., Wongchokprasitti, C., and Brusilovsky, P. (2016) Scalable Exploration of Relevance Prospects to Support Decision Making. In: P. Brusilovsky, et al. (eds.) Proceedings of Joint Workshop on Interfaces and Human Decision Making for Recommender Systems at 10th ACM Conference on Recommender Systems, Boston, MA, USA, September 16, 2016, pp. 28-35.&lt;br /&gt;
&lt;br /&gt;
* Verbert, K., Brusilovsky, P., Wongchokprasitti, C., Parra, D., and Cardoso, B. (2017) Supporting Conference Attendees with Visual Decision Making Interfaces. In:  Proceedings of the 22nd International Conference on Intelligent User Interfaces (Companion Proceedings), Limassol, Cyprus, ACM, pp. 161-164. &lt;br /&gt;
&lt;br /&gt;
* Bailey, S. M., Wei, J. A., Wang, C., Parra, D., and Brusilovsky, P. (2018) CNVis: A Web-Based Visual Analytics Tool for Exploring Conference Navigator Data. In:  Proceedings of IS&amp;amp;T International Symposium on Electronic Imaging: Visualization and Data Analysis, pp. 376.1-376.11.&lt;br /&gt;
&lt;br /&gt;
* Li, S., Brusilovsky, P., Su, S., and Cheng, X. (2018) Conference Paper Recommendation for Academic Conferences. IEEE Access  6, 17153 - 17164. [https://ieeexplore.ieee.org/document/8320373/]&lt;br /&gt;
&lt;br /&gt;
* Cardoso, B., Sedrakyan, G., Gutiérrez, F., Parra, D., Brusilovsky, P., and Verbert, K. (2019) IntersectionExplorer, a multi-perspective approach for exploring recommendations. International Journal of Human-Computer Studies  121 (January), 73-92.&lt;br /&gt;
&lt;br /&gt;
*Brusilovsky, P., Oh, J. S., López, C., Parra, D., and Jeng, W. (2017) Linking information and people in a social system for academic conferences. New Review of Hypermedia and Multimedia  23 (2), 81-111. [http://tandfonline.com/doi/full/10.1080/13614568.2016.1179796]&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=4985</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=4985"/>
		<updated>2026-01-12T01:09:19Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Doctoral Students */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Faculty ==&lt;br /&gt;
&amp;lt;gallery&amp;gt;&lt;br /&gt;
Image:Peter.jpg|&#039;&#039;&#039;[[User:Peterb | Peter Brusilovsky]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Director&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:Jordan.jpeg|[http://pitt.edu/~jab464 Jordan Barria-Pineda]&lt;br /&gt;
&lt;br /&gt;
Image:rully.jpeg|[https://ruhendrawan.com/ Rully Hendrawan]&amp;lt;br/&amp;gt; Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
&lt;br /&gt;
Image:moh70.jpg|[https://themhassany.github.io/ Mohammad Hassany]&lt;br /&gt;
&lt;br /&gt;
Image:arun.jpeg|[https://a2un.github.io/ Arun Lekshmi-Narayanan]&lt;br /&gt;
&lt;br /&gt;
Image:Rafaella.jpg|[https://www.linkedin.com/in/rafaella-sampaio-de-alencar/ Rafaella]&lt;br /&gt;
&lt;br /&gt;
Image:Quinn.jpg|[https://quinnkwolter.com/#page-top Quinn Wolter]&lt;br /&gt;
&lt;br /&gt;
Image:Marzieh.jpg|[https://www.linkedin.com/in/marzieh-alidadi/ Marzieh]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Kamil.jpg|[http://pitt.edu/~kaa108 Kamil Akhuseyinoglu]&amp;lt;br/&amp;gt;PostDoc, Carnegie Mellon&lt;br /&gt;
Image:behnam.jpg|[http://pitt.edu/~ber58 Behnam Rahdari]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]], [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&amp;lt;br/&amp;gt; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker] &amp;lt;br/&amp;gt;Projects: [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&lt;br /&gt;
Image:Arezou.jpg|[https://www.linkedin.com/in/arezou-farzaneh/ Arezou Farzaneh]&lt;br /&gt;
Image:Avatar.jpg|[http://pitt.edu/~hkc6 Hung Chau]&amp;lt;br /&amp;gt;Applied Scientist, Zillow&lt;br /&gt;
Image:zrisha.png|[https://zakrisha.com Zak Risha] &amp;lt;br /&amp;gt; [https://facetlab.pitt.edu/ FACETLab]&lt;br /&gt;
Image:Tsai.jpg|[http://www.cht77.com/ Chun-Hua Tsai] &amp;lt;br/&amp;gt;Assistant Professor, College of Information Science and Technology, University of Nebraska at Omaha&lt;br /&gt;
Image:Roya.jpg|[[User:R.hosseini | Roya Hosseini]]  &amp;lt;br/&amp;gt;Senior Applied Scientist, Microsoft&lt;br /&gt;
Image:yunhuang.png|[http://columbus.exp.sis.pitt.edu/yunhuang/index.htm Yun Huang] &amp;lt;br/&amp;gt; Assistant professor, Universidad Austral de Chile&lt;br /&gt;
Image:Julio.jpg|[[User:Julio | Julio Daniel Guerra]] &amp;lt;br/&amp;gt; Professor of Computer Science, Universidad Austral de Chile&lt;br /&gt;
Image:xidao.jpg|[[User:Xidao| Xidao Wen]]&amp;lt;br/&amp;gt;  Postdoctoral Researcher, Tsinghua University&lt;br /&gt;
Image:Shaghayeghsahebi.jpg|[[User:Sherry | Shaghayegh Sahebi (Sherry)]] &amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, University at Albany - State University of New York&lt;br /&gt;
Image:Clau.JPG|[[User:Clau | Claudia López]] &amp;lt;br/&amp;gt;Associate Professor, Departamento de Informática, Universidad Técnica Federico Santa María, Chile&lt;br /&gt;
Image:Kong.png|[[User:Chirayu | Chirayu Wongchokprasitti]] &amp;lt;br/&amp;gt; Department of Biomedical Informatics, University of Pittsburgh&lt;br /&gt;
Image:jennifer.jpg|[[User:Jennifer | Jennifer (Yiling) Lin]]&amp;lt;br/&amp;gt;Associate Professor, Department of Information Management, National Sun Yat-Sen University.&lt;br /&gt;
Image:Denis_PAWS_blog.jpg|[[User:Dparra | Denis Parra]]&amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, School of Engineering, Pontificia Universidad Católica de Chile&lt;br /&gt;
Image:Sergey.jpg|[[User:Sergey | Sergey Sosnovsky]]&amp;lt;br&amp;gt;Associate Professor, Utrecht University, Netherlands&lt;br /&gt;
Image:Hsiao.jpg|[[User:Shoha99 | Sharon (I-Han) Hsiao]]&amp;lt;br/&amp;gt;Projects: [[AnnotEx]], [[QuizJET]], [[Progressor]], [[ProgressorPlus]]&amp;lt;br/&amp;gt;Assistant Professor and David Packard endowed junior fellow, Department of Computer Science and Engineering, Santa Clara University&lt;br /&gt;
Image:Danielle.gif|[[User:Suleehs | Danielle H. Lee]]&amp;lt;br/&amp;gt;Projects: [[Eventur]], [[Proactive]]&amp;lt;br/&amp;gt;Associate Professor, Management Information Systems, Chung-Ang University, Korea&lt;br /&gt;
Image:Michael_V_Yudelson.gif|&#039;&#039;&#039;[[User:Myudelson | Michael V. Yudelson]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Projects: [[Knowledge Tree]], [[CUMULATE]], [[PERSEUS]], [[NavEx]], [[CoPE]], [[WebEx]]&amp;lt;br/&amp;gt;Staff Data Scientist, Chegg&lt;br /&gt;
Image:jaewook-1.jpg|[[User:Jahn | Jae-wook Ahn]]&amp;lt;br/&amp;gt;Projects: [[ADVISE]], [[Adaptive VIBE]], [[YourNews]], [[TaskSieve]], [[NameSieve]]&amp;lt;br/&amp;gt;Research Staff Member, Distributed AI, IBM Research&lt;br /&gt;
Image:RostaFarzan.jpg|[[User:Rostaf | Rosta Farzan]]&amp;lt;br/&amp;gt;Professor, School of Computing and Information, University of Pittsburgh.&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Master Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:ZaraBlum.jpeg|[https://www.linkedin.com/in/zarajblum/ Zara Blum]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
Image:Gangeshwari_Rajavelu.png|[https://www.linkedin.com/in/gangeshwari-rajavelu-94991137/ Gangeshwari Rajavelu]&lt;br /&gt;
Image:ShrutiSabusuresh.jpeg|[https://www.linkedin.com/in/shrutisabusuresh/ Shruti Sabusuresh]&lt;br /&gt;
Image:Gayathri.jpeg|[https://www.linkedin.com/in/gayathrikrishnamoorthy/ Gayathri Krishnamoorthy]&lt;br /&gt;
Image:Dhruba.jpeg|[https://www.linkedin.com/in/dbaishya/ Dhruba Baishya]&lt;br /&gt;
Image:VikKhenat.jpeg|[https://www.linkedin.com/in/vik-khenat/ Vik Khenat]&lt;br /&gt;
Image:Chavan_girish.jpeg|[https://www.linkedin.com/in/girishchavan Girish Chavan]&amp;lt;br/&amp;gt;CTO Astrata Inc&lt;br /&gt;
Image:Tibor Dumitriu.gif|[http://www.sis.pitt.edu/~dumitriu/ Tibor Dumitriu]&amp;lt;br/&amp;gt;Projects: [http://ir.exp.sis.pitt.edu/advise/ AdVisE]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Faculty ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:dr_bereket_yilma.jpg |[https://bekyilma.github.io/ Dr. Bereket Yilma]&lt;br /&gt;
Image:Jaakko peltonen 215x296.jpg|[http://users.ics.aalto.fi/jtpelto// Jaakko Peltonen]&lt;br /&gt;
Image:IMG_0611.JPG|[http://www.dcs.warwick.ac.uk/~acristea/ Alexandra I. Cristea]&lt;br /&gt;
Image:Sibel.jpg|[http://sibelsomyurek.com/ Sibel Somyürek]&lt;br /&gt;
Image:Susan_bull.png|[https://www.researchgate.net/profile/Susan_Bull2 Susan Bull]&lt;br /&gt;
Image:KatrienVerbert.jpg|[http://people.cs.kuleuven.be/~katrien.verbert/KatrienVerbert/Katrien_Verbert.html Katrien Verbert]&lt;br /&gt;
Image:Roman bednarik.png|[http://cs.uef.fi/~rbednari/ Roman Bednarik]&lt;br /&gt;
Image:TanjaMitrovic.jpg|[http://www.cosc.canterbury.ac.nz/tanja.mitrovic/ Tanja Mitrovic]&lt;br /&gt;
Image:Eva millan.gif|[http://www.lcc.uma.es/~eva/ Eva Millán Valldeperas]&lt;br /&gt;
Image:Julita vasilleva.gif|[http://www.cs.usask.ca/faculty/julita/ Julita Vassileva]&lt;br /&gt;
Image:NicolaHenze.gif|[http://www.kbs.uni-hannover.de/~henze/ Nicola Henze]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Scholars == &lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:alice.jpg |[https://research-portal.uu.nl/en/persons/alice-micheli Alice Micheli] &amp;lt;br/&amp;gt; Utrecht University, Netherlands&lt;br /&gt;
Image:1648208030273.jpg | [https://www.linkedin.com/in/maxwellszymanski/ Maxwell Szymanski] &amp;lt;br/&amp;gt; KU Leuven, Belgium&lt;br /&gt;
Image:Francesco.jpeg | [https://www.ifi.uzh.ch/en/zest/team/francesco_sovrano.html Francesco Sovrano] &amp;lt;br/&amp;gt; Universita Degli Studi Bologna, Italy&lt;br /&gt;
Image:boet_hubert.jpg |[https://www.linkedin.com/in/hubertboet/ Hubert Boët] &amp;lt;br/&amp;gt; Université Sorbonne Paris Nord&lt;br /&gt;
Image:Laia_alb%C3%B3.png|[https://scholar.google.es/citations?user=G8XglngAAAAJ&amp;amp;hl=ca Laia Albó] &amp;lt;br/&amp;gt; Universitat Pompeu Fabra, Barcelona&lt;br /&gt;
Image:huhtamaki-jukka-300.jpg|[http://www.linkedin.com/in/jukkahuhtamaki Jukka Huhtamäki]&amp;lt;br/&amp;gt;University of Tampere, Finland&lt;br /&gt;
Image:CECILIA.jpeg|[https://www.linkedin.com/in/cecilia-di-sciascio/ Cecilia di Sciascio]&amp;lt;br/&amp;gt;Know Center, Graz, Austria&lt;br /&gt;
Image:Andrew.jpg|[https://www.researchgate.net/profile/Shuchen-Li Shuchen Li] &amp;lt;br/&amp;gt;Beijing University of Posts and Telecommunications&lt;br /&gt;
Image:Rafael.png|[https://rafaelrda.wordpress.com Rafael Dias Araújo]&amp;lt;br/&amp;gt;Assistant Professor&amp;lt;br/&amp;gt;Federal University of Uberlandia, Brazil&lt;br /&gt;
Image:Ayca cebi.jpg|[https://ktu.academia.edu/aycacebi Ayça ÇEBİ] &amp;lt;br/&amp;gt;Trabzon University&lt;br /&gt;
Image:File crop1 1183908 y 384.jpg|[https://people.aalto.fi/index.html?profilepage=isfor#!teemu_sirkia Teemu Sirkiä]&amp;lt;br/&amp;gt;Aalto University, Finland&lt;br /&gt;
Image:Chris_face.jpg|[https://www.christophtrattner.info/ Christof Trattner]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Bergen&lt;br /&gt;
Image:Michelle_liang.JPG|[https://www.linkedin.com/in/drmichelleliang/ Michelle Liang]&lt;br /&gt;
Image:Yetunde.JPG|[https://wit.edu/directory/yetunde-folajimi Yetunde Folajimi] &amp;lt;br/&amp;gt;Associate Professor&amp;lt;br/&amp;gt;Wentworth Institute of Technology&lt;br /&gt;
Image:Pkraker.jpg|[http://science20.wordpress.com Peter Kraker] &amp;lt;br/&amp;gt;Open Knowledge Maps&lt;br /&gt;
Image:Kim.jpg|Jaekyung Kim&lt;br /&gt;
Image:Jbravo.gif|[http://www.eps.uam.es/esp/personal/ficha.php?empid=367 Javier Bravo Agapito]&lt;br /&gt;
Image:MarkusKetterl1.jpg|[http://studip.serv.uni-osnabrueck.de/extern.php?username=mketterl&amp;amp;page_url=http://www.virtuos.uni-osnabrueck.de/VirtUOS/TemplStudipMitarbDetails&amp;amp;global_id=4c8fb9ddd4dde83366119b2031d39ab3 Markus Ketterl]&lt;br /&gt;
Image:Jillfreyne.jpg|[https://www.linkedin.com/in/jfreyne/ Jill Freyne]&amp;lt;br/&amp;gt;Deputy Chief Scientist&amp;lt;br/&amp;gt;CSIRO&lt;br /&gt;
Image:Robert.jpg|[https://bhh.hamburg.de/prof-dr-robert-mertens/ Robert Mertens] &amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;Berufliche Hochschule Hamburg&lt;br /&gt;
Image:Roman bednarik.png|[https://cs.joensuu.fi/~rbednari/ Roman Bednarik]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Eastern Finland&lt;br /&gt;
Image:Ewald ramp.jpg|[https://www.linkedin.com/in/ewaldramp/ Ewald W. A. Ramp]&amp;lt;br/&amp;gt;Strategic Systems &amp;amp; Technology Corporation&lt;br /&gt;
Image:Jacopo.jpg|[https://www.linkedin.com/in/jacopoarmani/ Jacopo Armani] &amp;lt;br/&amp;gt;Director/Producer &amp;lt;br/&amp;gt;Fireflies&lt;br /&gt;
Image:Liping_wang.jpg|Liping Wang&amp;lt;br/&amp;gt;JiLin University&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=4984</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=4984"/>
		<updated>2026-01-12T01:08:26Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Past Doctoral Students */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Faculty ==&lt;br /&gt;
&amp;lt;gallery&amp;gt;&lt;br /&gt;
Image:Peter.jpg|&#039;&#039;&#039;[[User:Peterb | Peter Brusilovsky]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Director&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:Jordan.jpeg|[http://pitt.edu/~jab464 Jordan Barria-Pineda]&lt;br /&gt;
&lt;br /&gt;
Image:rully.jpeg|[https://ruhendrawan.com/ Rully Hendrawan]&lt;br /&gt;
&lt;br /&gt;
Image:moh70.jpg|[https://themhassany.github.io/ Mohammad Hassany]&lt;br /&gt;
&lt;br /&gt;
Image:arun.jpeg|[https://a2un.github.io/ Arun Lekshmi-Narayanan]&lt;br /&gt;
&lt;br /&gt;
Image:Rafaella.jpg|[https://www.linkedin.com/in/rafaella-sampaio-de-alencar/ Rafaella]&lt;br /&gt;
&lt;br /&gt;
Image:Quinn.jpg|[https://quinnkwolter.com/#page-top Quinn Wolter]&lt;br /&gt;
&lt;br /&gt;
Image:Marzieh.jpg|[https://www.linkedin.com/in/marzieh-alidadi/ Marzieh]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Kamil.jpg|[http://pitt.edu/~kaa108 Kamil Akhuseyinoglu]&amp;lt;br/&amp;gt;PostDoc, Carnegie Mellon&lt;br /&gt;
Image:behnam.jpg|[http://pitt.edu/~ber58 Behnam Rahdari]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]], [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&amp;lt;br/&amp;gt; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker] &amp;lt;br/&amp;gt;Projects: [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&lt;br /&gt;
Image:Arezou.jpg|[https://www.linkedin.com/in/arezou-farzaneh/ Arezou Farzaneh]&lt;br /&gt;
Image:Avatar.jpg|[http://pitt.edu/~hkc6 Hung Chau]&amp;lt;br /&amp;gt;Applied Scientist, Zillow&lt;br /&gt;
Image:zrisha.png|[https://zakrisha.com Zak Risha] &amp;lt;br /&amp;gt; [https://facetlab.pitt.edu/ FACETLab]&lt;br /&gt;
Image:Tsai.jpg|[http://www.cht77.com/ Chun-Hua Tsai] &amp;lt;br/&amp;gt;Assistant Professor, College of Information Science and Technology, University of Nebraska at Omaha&lt;br /&gt;
Image:Roya.jpg|[[User:R.hosseini | Roya Hosseini]]  &amp;lt;br/&amp;gt;Senior Applied Scientist, Microsoft&lt;br /&gt;
Image:yunhuang.png|[http://columbus.exp.sis.pitt.edu/yunhuang/index.htm Yun Huang] &amp;lt;br/&amp;gt; Assistant professor, Universidad Austral de Chile&lt;br /&gt;
Image:Julio.jpg|[[User:Julio | Julio Daniel Guerra]] &amp;lt;br/&amp;gt; Professor of Computer Science, Universidad Austral de Chile&lt;br /&gt;
Image:xidao.jpg|[[User:Xidao| Xidao Wen]]&amp;lt;br/&amp;gt;  Postdoctoral Researcher, Tsinghua University&lt;br /&gt;
Image:Shaghayeghsahebi.jpg|[[User:Sherry | Shaghayegh Sahebi (Sherry)]] &amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, University at Albany - State University of New York&lt;br /&gt;
Image:Clau.JPG|[[User:Clau | Claudia López]] &amp;lt;br/&amp;gt;Associate Professor, Departamento de Informática, Universidad Técnica Federico Santa María, Chile&lt;br /&gt;
Image:Kong.png|[[User:Chirayu | Chirayu Wongchokprasitti]] &amp;lt;br/&amp;gt; Department of Biomedical Informatics, University of Pittsburgh&lt;br /&gt;
Image:jennifer.jpg|[[User:Jennifer | Jennifer (Yiling) Lin]]&amp;lt;br/&amp;gt;Associate Professor, Department of Information Management, National Sun Yat-Sen University.&lt;br /&gt;
Image:Denis_PAWS_blog.jpg|[[User:Dparra | Denis Parra]]&amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, School of Engineering, Pontificia Universidad Católica de Chile&lt;br /&gt;
Image:Sergey.jpg|[[User:Sergey | Sergey Sosnovsky]]&amp;lt;br&amp;gt;Associate Professor, Utrecht University, Netherlands&lt;br /&gt;
Image:Hsiao.jpg|[[User:Shoha99 | Sharon (I-Han) Hsiao]]&amp;lt;br/&amp;gt;Projects: [[AnnotEx]], [[QuizJET]], [[Progressor]], [[ProgressorPlus]]&amp;lt;br/&amp;gt;Assistant Professor and David Packard endowed junior fellow, Department of Computer Science and Engineering, Santa Clara University&lt;br /&gt;
Image:Danielle.gif|[[User:Suleehs | Danielle H. Lee]]&amp;lt;br/&amp;gt;Projects: [[Eventur]], [[Proactive]]&amp;lt;br/&amp;gt;Associate Professor, Management Information Systems, Chung-Ang University, Korea&lt;br /&gt;
Image:Michael_V_Yudelson.gif|&#039;&#039;&#039;[[User:Myudelson | Michael V. Yudelson]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Projects: [[Knowledge Tree]], [[CUMULATE]], [[PERSEUS]], [[NavEx]], [[CoPE]], [[WebEx]]&amp;lt;br/&amp;gt;Staff Data Scientist, Chegg&lt;br /&gt;
Image:jaewook-1.jpg|[[User:Jahn | Jae-wook Ahn]]&amp;lt;br/&amp;gt;Projects: [[ADVISE]], [[Adaptive VIBE]], [[YourNews]], [[TaskSieve]], [[NameSieve]]&amp;lt;br/&amp;gt;Research Staff Member, Distributed AI, IBM Research&lt;br /&gt;
Image:RostaFarzan.jpg|[[User:Rostaf | Rosta Farzan]]&amp;lt;br/&amp;gt;Professor, School of Computing and Information, University of Pittsburgh.&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Master Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:ZaraBlum.jpeg|[https://www.linkedin.com/in/zarajblum/ Zara Blum]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
Image:Gangeshwari_Rajavelu.png|[https://www.linkedin.com/in/gangeshwari-rajavelu-94991137/ Gangeshwari Rajavelu]&lt;br /&gt;
Image:ShrutiSabusuresh.jpeg|[https://www.linkedin.com/in/shrutisabusuresh/ Shruti Sabusuresh]&lt;br /&gt;
Image:Gayathri.jpeg|[https://www.linkedin.com/in/gayathrikrishnamoorthy/ Gayathri Krishnamoorthy]&lt;br /&gt;
Image:Dhruba.jpeg|[https://www.linkedin.com/in/dbaishya/ Dhruba Baishya]&lt;br /&gt;
Image:VikKhenat.jpeg|[https://www.linkedin.com/in/vik-khenat/ Vik Khenat]&lt;br /&gt;
Image:Chavan_girish.jpeg|[https://www.linkedin.com/in/girishchavan Girish Chavan]&amp;lt;br/&amp;gt;CTO Astrata Inc&lt;br /&gt;
Image:Tibor Dumitriu.gif|[http://www.sis.pitt.edu/~dumitriu/ Tibor Dumitriu]&amp;lt;br/&amp;gt;Projects: [http://ir.exp.sis.pitt.edu/advise/ AdVisE]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Faculty ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:dr_bereket_yilma.jpg |[https://bekyilma.github.io/ Dr. Bereket Yilma]&lt;br /&gt;
Image:Jaakko peltonen 215x296.jpg|[http://users.ics.aalto.fi/jtpelto// Jaakko Peltonen]&lt;br /&gt;
Image:IMG_0611.JPG|[http://www.dcs.warwick.ac.uk/~acristea/ Alexandra I. Cristea]&lt;br /&gt;
Image:Sibel.jpg|[http://sibelsomyurek.com/ Sibel Somyürek]&lt;br /&gt;
Image:Susan_bull.png|[https://www.researchgate.net/profile/Susan_Bull2 Susan Bull]&lt;br /&gt;
Image:KatrienVerbert.jpg|[http://people.cs.kuleuven.be/~katrien.verbert/KatrienVerbert/Katrien_Verbert.html Katrien Verbert]&lt;br /&gt;
Image:Roman bednarik.png|[http://cs.uef.fi/~rbednari/ Roman Bednarik]&lt;br /&gt;
Image:TanjaMitrovic.jpg|[http://www.cosc.canterbury.ac.nz/tanja.mitrovic/ Tanja Mitrovic]&lt;br /&gt;
Image:Eva millan.gif|[http://www.lcc.uma.es/~eva/ Eva Millán Valldeperas]&lt;br /&gt;
Image:Julita vasilleva.gif|[http://www.cs.usask.ca/faculty/julita/ Julita Vassileva]&lt;br /&gt;
Image:NicolaHenze.gif|[http://www.kbs.uni-hannover.de/~henze/ Nicola Henze]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Scholars == &lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:alice.jpg |[https://research-portal.uu.nl/en/persons/alice-micheli Alice Micheli] &amp;lt;br/&amp;gt; Utrecht University, Netherlands&lt;br /&gt;
Image:1648208030273.jpg | [https://www.linkedin.com/in/maxwellszymanski/ Maxwell Szymanski] &amp;lt;br/&amp;gt; KU Leuven, Belgium&lt;br /&gt;
Image:Francesco.jpeg | [https://www.ifi.uzh.ch/en/zest/team/francesco_sovrano.html Francesco Sovrano] &amp;lt;br/&amp;gt; Universita Degli Studi Bologna, Italy&lt;br /&gt;
Image:boet_hubert.jpg |[https://www.linkedin.com/in/hubertboet/ Hubert Boët] &amp;lt;br/&amp;gt; Université Sorbonne Paris Nord&lt;br /&gt;
Image:Laia_alb%C3%B3.png|[https://scholar.google.es/citations?user=G8XglngAAAAJ&amp;amp;hl=ca Laia Albó] &amp;lt;br/&amp;gt; Universitat Pompeu Fabra, Barcelona&lt;br /&gt;
Image:huhtamaki-jukka-300.jpg|[http://www.linkedin.com/in/jukkahuhtamaki Jukka Huhtamäki]&amp;lt;br/&amp;gt;University of Tampere, Finland&lt;br /&gt;
Image:CECILIA.jpeg|[https://www.linkedin.com/in/cecilia-di-sciascio/ Cecilia di Sciascio]&amp;lt;br/&amp;gt;Know Center, Graz, Austria&lt;br /&gt;
Image:Andrew.jpg|[https://www.researchgate.net/profile/Shuchen-Li Shuchen Li] &amp;lt;br/&amp;gt;Beijing University of Posts and Telecommunications&lt;br /&gt;
Image:Rafael.png|[https://rafaelrda.wordpress.com Rafael Dias Araújo]&amp;lt;br/&amp;gt;Assistant Professor&amp;lt;br/&amp;gt;Federal University of Uberlandia, Brazil&lt;br /&gt;
Image:Ayca cebi.jpg|[https://ktu.academia.edu/aycacebi Ayça ÇEBİ] &amp;lt;br/&amp;gt;Trabzon University&lt;br /&gt;
Image:File crop1 1183908 y 384.jpg|[https://people.aalto.fi/index.html?profilepage=isfor#!teemu_sirkia Teemu Sirkiä]&amp;lt;br/&amp;gt;Aalto University, Finland&lt;br /&gt;
Image:Chris_face.jpg|[https://www.christophtrattner.info/ Christof Trattner]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Bergen&lt;br /&gt;
Image:Michelle_liang.JPG|[https://www.linkedin.com/in/drmichelleliang/ Michelle Liang]&lt;br /&gt;
Image:Yetunde.JPG|[https://wit.edu/directory/yetunde-folajimi Yetunde Folajimi] &amp;lt;br/&amp;gt;Associate Professor&amp;lt;br/&amp;gt;Wentworth Institute of Technology&lt;br /&gt;
Image:Pkraker.jpg|[http://science20.wordpress.com Peter Kraker] &amp;lt;br/&amp;gt;Open Knowledge Maps&lt;br /&gt;
Image:Kim.jpg|Jaekyung Kim&lt;br /&gt;
Image:Jbravo.gif|[http://www.eps.uam.es/esp/personal/ficha.php?empid=367 Javier Bravo Agapito]&lt;br /&gt;
Image:MarkusKetterl1.jpg|[http://studip.serv.uni-osnabrueck.de/extern.php?username=mketterl&amp;amp;page_url=http://www.virtuos.uni-osnabrueck.de/VirtUOS/TemplStudipMitarbDetails&amp;amp;global_id=4c8fb9ddd4dde83366119b2031d39ab3 Markus Ketterl]&lt;br /&gt;
Image:Jillfreyne.jpg|[https://www.linkedin.com/in/jfreyne/ Jill Freyne]&amp;lt;br/&amp;gt;Deputy Chief Scientist&amp;lt;br/&amp;gt;CSIRO&lt;br /&gt;
Image:Robert.jpg|[https://bhh.hamburg.de/prof-dr-robert-mertens/ Robert Mertens] &amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;Berufliche Hochschule Hamburg&lt;br /&gt;
Image:Roman bednarik.png|[https://cs.joensuu.fi/~rbednari/ Roman Bednarik]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Eastern Finland&lt;br /&gt;
Image:Ewald ramp.jpg|[https://www.linkedin.com/in/ewaldramp/ Ewald W. A. Ramp]&amp;lt;br/&amp;gt;Strategic Systems &amp;amp; Technology Corporation&lt;br /&gt;
Image:Jacopo.jpg|[https://www.linkedin.com/in/jacopoarmani/ Jacopo Armani] &amp;lt;br/&amp;gt;Director/Producer &amp;lt;br/&amp;gt;Fireflies&lt;br /&gt;
Image:Liping_wang.jpg|Liping Wang&amp;lt;br/&amp;gt;JiLin University&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=4983</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=4983"/>
		<updated>2026-01-12T01:07:43Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Past Master Students */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Faculty ==&lt;br /&gt;
&amp;lt;gallery&amp;gt;&lt;br /&gt;
Image:Peter.jpg|&#039;&#039;&#039;[[User:Peterb | Peter Brusilovsky]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Director&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:Jordan.jpeg|[http://pitt.edu/~jab464 Jordan Barria-Pineda]&lt;br /&gt;
&lt;br /&gt;
Image:rully.jpeg|[https://ruhendrawan.com/ Rully Hendrawan]&lt;br /&gt;
&lt;br /&gt;
Image:moh70.jpg|[https://themhassany.github.io/ Mohammad Hassany]&lt;br /&gt;
&lt;br /&gt;
Image:arun.jpeg|[https://a2un.github.io/ Arun Lekshmi-Narayanan]&lt;br /&gt;
&lt;br /&gt;
Image:Rafaella.jpg|[https://www.linkedin.com/in/rafaella-sampaio-de-alencar/ Rafaella]&lt;br /&gt;
&lt;br /&gt;
Image:Quinn.jpg|[https://quinnkwolter.com/#page-top Quinn Wolter]&lt;br /&gt;
&lt;br /&gt;
Image:Marzieh.jpg|[https://www.linkedin.com/in/marzieh-alidadi/ Marzieh]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Kamil.jpg|[http://pitt.edu/~kaa108 Kamil Akhuseyinoglu]&amp;lt;br/&amp;gt;PostDoc, Carnegie Mellon&lt;br /&gt;
Image:behnam.jpg|[http://pitt.edu/~ber58 Behnam Rahdari]&amp;lt;br/&amp;gt;Projects: [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&amp;lt;br/&amp;gt; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker] &amp;lt;br/&amp;gt;Projects: [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&lt;br /&gt;
Image:Arezou.jpg|[https://www.linkedin.com/in/arezou-farzaneh/ Arezou Farzaneh]&lt;br /&gt;
Image:Avatar.jpg|[http://pitt.edu/~hkc6 Hung Chau]&amp;lt;br /&amp;gt;Applied Scientist, Zillow&lt;br /&gt;
Image:zrisha.png|[https://zakrisha.com Zak Risha] &amp;lt;br /&amp;gt; [https://facetlab.pitt.edu/ FACETLab]&lt;br /&gt;
Image:Tsai.jpg|[http://www.cht77.com/ Chun-Hua Tsai] &amp;lt;br/&amp;gt;Assistant Professor, College of Information Science and Technology, University of Nebraska at Omaha&lt;br /&gt;
Image:Roya.jpg|[[User:R.hosseini | Roya Hosseini]]  &amp;lt;br/&amp;gt;Senior Applied Scientist, Microsoft&lt;br /&gt;
Image:yunhuang.png|[http://columbus.exp.sis.pitt.edu/yunhuang/index.htm Yun Huang] &amp;lt;br/&amp;gt; Assistant professor, Universidad Austral de Chile&lt;br /&gt;
Image:Julio.jpg|[[User:Julio | Julio Daniel Guerra]] &amp;lt;br/&amp;gt; Professor of Computer Science, Universidad Austral de Chile&lt;br /&gt;
Image:xidao.jpg|[[User:Xidao| Xidao Wen]]&amp;lt;br/&amp;gt;  Postdoctoral Researcher, Tsinghua University&lt;br /&gt;
Image:Shaghayeghsahebi.jpg|[[User:Sherry | Shaghayegh Sahebi (Sherry)]] &amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, University at Albany - State University of New York&lt;br /&gt;
Image:Clau.JPG|[[User:Clau | Claudia López]] &amp;lt;br/&amp;gt;Associate Professor, Departamento de Informática, Universidad Técnica Federico Santa María, Chile&lt;br /&gt;
Image:Kong.png|[[User:Chirayu | Chirayu Wongchokprasitti]] &amp;lt;br/&amp;gt; Department of Biomedical Informatics, University of Pittsburgh&lt;br /&gt;
Image:jennifer.jpg|[[User:Jennifer | Jennifer (Yiling) Lin]]&amp;lt;br/&amp;gt;Associate Professor, Department of Information Management, National Sun Yat-Sen University.&lt;br /&gt;
Image:Denis_PAWS_blog.jpg|[[User:Dparra | Denis Parra]]&amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, School of Engineering, Pontificia Universidad Católica de Chile&lt;br /&gt;
Image:Sergey.jpg|[[User:Sergey | Sergey Sosnovsky]]&amp;lt;br&amp;gt;Associate Professor, Utrecht University, Netherlands&lt;br /&gt;
Image:Hsiao.jpg|[[User:Shoha99 | Sharon (I-Han) Hsiao]]&amp;lt;br/&amp;gt;Projects: [[AnnotEx]], [[QuizJET]], [[Progressor]], [[ProgressorPlus]]&amp;lt;br/&amp;gt;Assistant Professor and David Packard endowed junior fellow, Department of Computer Science and Engineering, Santa Clara University&lt;br /&gt;
Image:Danielle.gif|[[User:Suleehs | Danielle H. Lee]]&amp;lt;br/&amp;gt;Projects: [[Eventur]], [[Proactive]]&amp;lt;br/&amp;gt;Associate Professor, Management Information Systems, Chung-Ang University, Korea&lt;br /&gt;
Image:Michael_V_Yudelson.gif|&#039;&#039;&#039;[[User:Myudelson | Michael V. Yudelson]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Projects: [[Knowledge Tree]], [[CUMULATE]], [[PERSEUS]], [[NavEx]], [[CoPE]], [[WebEx]]&amp;lt;br/&amp;gt;Staff Data Scientist, Chegg&lt;br /&gt;
Image:jaewook-1.jpg|[[User:Jahn | Jae-wook Ahn]]&amp;lt;br/&amp;gt;Projects: [[ADVISE]], [[Adaptive VIBE]], [[YourNews]], [[TaskSieve]], [[NameSieve]]&amp;lt;br/&amp;gt;Research Staff Member, Distributed AI, IBM Research&lt;br /&gt;
Image:RostaFarzan.jpg|[[User:Rostaf | Rosta Farzan]]&amp;lt;br/&amp;gt;Professor, School of Computing and Information, University of Pittsburgh.&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Master Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:ZaraBlum.jpeg|[https://www.linkedin.com/in/zarajblum/ Zara Blum]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine|Grapevine]]&lt;br /&gt;
Image:Gangeshwari_Rajavelu.png|[https://www.linkedin.com/in/gangeshwari-rajavelu-94991137/ Gangeshwari Rajavelu]&lt;br /&gt;
Image:ShrutiSabusuresh.jpeg|[https://www.linkedin.com/in/shrutisabusuresh/ Shruti Sabusuresh]&lt;br /&gt;
Image:Gayathri.jpeg|[https://www.linkedin.com/in/gayathrikrishnamoorthy/ Gayathri Krishnamoorthy]&lt;br /&gt;
Image:Dhruba.jpeg|[https://www.linkedin.com/in/dbaishya/ Dhruba Baishya]&lt;br /&gt;
Image:VikKhenat.jpeg|[https://www.linkedin.com/in/vik-khenat/ Vik Khenat]&lt;br /&gt;
Image:Chavan_girish.jpeg|[https://www.linkedin.com/in/girishchavan Girish Chavan]&amp;lt;br/&amp;gt;CTO Astrata Inc&lt;br /&gt;
Image:Tibor Dumitriu.gif|[http://www.sis.pitt.edu/~dumitriu/ Tibor Dumitriu]&amp;lt;br/&amp;gt;Projects: [http://ir.exp.sis.pitt.edu/advise/ AdVisE]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Faculty ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:dr_bereket_yilma.jpg |[https://bekyilma.github.io/ Dr. Bereket Yilma]&lt;br /&gt;
Image:Jaakko peltonen 215x296.jpg|[http://users.ics.aalto.fi/jtpelto// Jaakko Peltonen]&lt;br /&gt;
Image:IMG_0611.JPG|[http://www.dcs.warwick.ac.uk/~acristea/ Alexandra I. Cristea]&lt;br /&gt;
Image:Sibel.jpg|[http://sibelsomyurek.com/ Sibel Somyürek]&lt;br /&gt;
Image:Susan_bull.png|[https://www.researchgate.net/profile/Susan_Bull2 Susan Bull]&lt;br /&gt;
Image:KatrienVerbert.jpg|[http://people.cs.kuleuven.be/~katrien.verbert/KatrienVerbert/Katrien_Verbert.html Katrien Verbert]&lt;br /&gt;
Image:Roman bednarik.png|[http://cs.uef.fi/~rbednari/ Roman Bednarik]&lt;br /&gt;
Image:TanjaMitrovic.jpg|[http://www.cosc.canterbury.ac.nz/tanja.mitrovic/ Tanja Mitrovic]&lt;br /&gt;
Image:Eva millan.gif|[http://www.lcc.uma.es/~eva/ Eva Millán Valldeperas]&lt;br /&gt;
Image:Julita vasilleva.gif|[http://www.cs.usask.ca/faculty/julita/ Julita Vassileva]&lt;br /&gt;
Image:NicolaHenze.gif|[http://www.kbs.uni-hannover.de/~henze/ Nicola Henze]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Scholars == &lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:alice.jpg |[https://research-portal.uu.nl/en/persons/alice-micheli Alice Micheli] &amp;lt;br/&amp;gt; Utrecht University, Netherlands&lt;br /&gt;
Image:1648208030273.jpg | [https://www.linkedin.com/in/maxwellszymanski/ Maxwell Szymanski] &amp;lt;br/&amp;gt; KU Leuven, Belgium&lt;br /&gt;
Image:Francesco.jpeg | [https://www.ifi.uzh.ch/en/zest/team/francesco_sovrano.html Francesco Sovrano] &amp;lt;br/&amp;gt; Universita Degli Studi Bologna, Italy&lt;br /&gt;
Image:boet_hubert.jpg |[https://www.linkedin.com/in/hubertboet/ Hubert Boët] &amp;lt;br/&amp;gt; Université Sorbonne Paris Nord&lt;br /&gt;
Image:Laia_alb%C3%B3.png|[https://scholar.google.es/citations?user=G8XglngAAAAJ&amp;amp;hl=ca Laia Albó] &amp;lt;br/&amp;gt; Universitat Pompeu Fabra, Barcelona&lt;br /&gt;
Image:huhtamaki-jukka-300.jpg|[http://www.linkedin.com/in/jukkahuhtamaki Jukka Huhtamäki]&amp;lt;br/&amp;gt;University of Tampere, Finland&lt;br /&gt;
Image:CECILIA.jpeg|[https://www.linkedin.com/in/cecilia-di-sciascio/ Cecilia di Sciascio]&amp;lt;br/&amp;gt;Know Center, Graz, Austria&lt;br /&gt;
Image:Andrew.jpg|[https://www.researchgate.net/profile/Shuchen-Li Shuchen Li] &amp;lt;br/&amp;gt;Beijing University of Posts and Telecommunications&lt;br /&gt;
Image:Rafael.png|[https://rafaelrda.wordpress.com Rafael Dias Araújo]&amp;lt;br/&amp;gt;Assistant Professor&amp;lt;br/&amp;gt;Federal University of Uberlandia, Brazil&lt;br /&gt;
Image:Ayca cebi.jpg|[https://ktu.academia.edu/aycacebi Ayça ÇEBİ] &amp;lt;br/&amp;gt;Trabzon University&lt;br /&gt;
Image:File crop1 1183908 y 384.jpg|[https://people.aalto.fi/index.html?profilepage=isfor#!teemu_sirkia Teemu Sirkiä]&amp;lt;br/&amp;gt;Aalto University, Finland&lt;br /&gt;
Image:Chris_face.jpg|[https://www.christophtrattner.info/ Christof Trattner]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Bergen&lt;br /&gt;
Image:Michelle_liang.JPG|[https://www.linkedin.com/in/drmichelleliang/ Michelle Liang]&lt;br /&gt;
Image:Yetunde.JPG|[https://wit.edu/directory/yetunde-folajimi Yetunde Folajimi] &amp;lt;br/&amp;gt;Associate Professor&amp;lt;br/&amp;gt;Wentworth Institute of Technology&lt;br /&gt;
Image:Pkraker.jpg|[http://science20.wordpress.com Peter Kraker] &amp;lt;br/&amp;gt;Open Knowledge Maps&lt;br /&gt;
Image:Kim.jpg|Jaekyung Kim&lt;br /&gt;
Image:Jbravo.gif|[http://www.eps.uam.es/esp/personal/ficha.php?empid=367 Javier Bravo Agapito]&lt;br /&gt;
Image:MarkusKetterl1.jpg|[http://studip.serv.uni-osnabrueck.de/extern.php?username=mketterl&amp;amp;page_url=http://www.virtuos.uni-osnabrueck.de/VirtUOS/TemplStudipMitarbDetails&amp;amp;global_id=4c8fb9ddd4dde83366119b2031d39ab3 Markus Ketterl]&lt;br /&gt;
Image:Jillfreyne.jpg|[https://www.linkedin.com/in/jfreyne/ Jill Freyne]&amp;lt;br/&amp;gt;Deputy Chief Scientist&amp;lt;br/&amp;gt;CSIRO&lt;br /&gt;
Image:Robert.jpg|[https://bhh.hamburg.de/prof-dr-robert-mertens/ Robert Mertens] &amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;Berufliche Hochschule Hamburg&lt;br /&gt;
Image:Roman bednarik.png|[https://cs.joensuu.fi/~rbednari/ Roman Bednarik]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Eastern Finland&lt;br /&gt;
Image:Ewald ramp.jpg|[https://www.linkedin.com/in/ewaldramp/ Ewald W. A. Ramp]&amp;lt;br/&amp;gt;Strategic Systems &amp;amp; Technology Corporation&lt;br /&gt;
Image:Jacopo.jpg|[https://www.linkedin.com/in/jacopoarmani/ Jacopo Armani] &amp;lt;br/&amp;gt;Director/Producer &amp;lt;br/&amp;gt;Fireflies&lt;br /&gt;
Image:Liping_wang.jpg|Liping Wang&amp;lt;br/&amp;gt;JiLin University&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=4982</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=4982"/>
		<updated>2026-01-12T01:06:44Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Past Doctoral Students */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Faculty ==&lt;br /&gt;
&amp;lt;gallery&amp;gt;&lt;br /&gt;
Image:Peter.jpg|&#039;&#039;&#039;[[User:Peterb | Peter Brusilovsky]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Director&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:Jordan.jpeg|[http://pitt.edu/~jab464 Jordan Barria-Pineda]&lt;br /&gt;
&lt;br /&gt;
Image:rully.jpeg|[https://ruhendrawan.com/ Rully Hendrawan]&lt;br /&gt;
&lt;br /&gt;
Image:moh70.jpg|[https://themhassany.github.io/ Mohammad Hassany]&lt;br /&gt;
&lt;br /&gt;
Image:arun.jpeg|[https://a2un.github.io/ Arun Lekshmi-Narayanan]&lt;br /&gt;
&lt;br /&gt;
Image:Rafaella.jpg|[https://www.linkedin.com/in/rafaella-sampaio-de-alencar/ Rafaella]&lt;br /&gt;
&lt;br /&gt;
Image:Quinn.jpg|[https://quinnkwolter.com/#page-top Quinn Wolter]&lt;br /&gt;
&lt;br /&gt;
Image:Marzieh.jpg|[https://www.linkedin.com/in/marzieh-alidadi/ Marzieh]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Doctoral Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:Kamil.jpg|[http://pitt.edu/~kaa108 Kamil Akhuseyinoglu]&amp;lt;br/&amp;gt;PostDoc, Carnegie Mellon&lt;br /&gt;
Image:behnam.jpg|[http://pitt.edu/~ber58 Behnam Rahdari]&amp;lt;br/&amp;gt;Projects: [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&amp;lt;br/&amp;gt; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker] &amp;lt;br/&amp;gt;Projects: [[HELPeR_-_Health_e-Librarian_with_Personalized_Recommender|HELPeR]]&lt;br /&gt;
Image:Arezou.jpg|[https://www.linkedin.com/in/arezou-farzaneh/ Arezou Farzaneh]&lt;br /&gt;
Image:Avatar.jpg|[http://pitt.edu/~hkc6 Hung Chau]&amp;lt;br /&amp;gt;Applied Scientist, Zillow&lt;br /&gt;
Image:zrisha.png|[https://zakrisha.com Zak Risha] &amp;lt;br /&amp;gt; [https://facetlab.pitt.edu/ FACETLab]&lt;br /&gt;
Image:Tsai.jpg|[http://www.cht77.com/ Chun-Hua Tsai] &amp;lt;br/&amp;gt;Assistant Professor, College of Information Science and Technology, University of Nebraska at Omaha&lt;br /&gt;
Image:Roya.jpg|[[User:R.hosseini | Roya Hosseini]]  &amp;lt;br/&amp;gt;Senior Applied Scientist, Microsoft&lt;br /&gt;
Image:yunhuang.png|[http://columbus.exp.sis.pitt.edu/yunhuang/index.htm Yun Huang] &amp;lt;br/&amp;gt; Assistant professor, Universidad Austral de Chile&lt;br /&gt;
Image:Julio.jpg|[[User:Julio | Julio Daniel Guerra]] &amp;lt;br/&amp;gt; Professor of Computer Science, Universidad Austral de Chile&lt;br /&gt;
Image:xidao.jpg|[[User:Xidao| Xidao Wen]]&amp;lt;br/&amp;gt;  Postdoctoral Researcher, Tsinghua University&lt;br /&gt;
Image:Shaghayeghsahebi.jpg|[[User:Sherry | Shaghayegh Sahebi (Sherry)]] &amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, University at Albany - State University of New York&lt;br /&gt;
Image:Clau.JPG|[[User:Clau | Claudia López]] &amp;lt;br/&amp;gt;Associate Professor, Departamento de Informática, Universidad Técnica Federico Santa María, Chile&lt;br /&gt;
Image:Kong.png|[[User:Chirayu | Chirayu Wongchokprasitti]] &amp;lt;br/&amp;gt; Department of Biomedical Informatics, University of Pittsburgh&lt;br /&gt;
Image:jennifer.jpg|[[User:Jennifer | Jennifer (Yiling) Lin]]&amp;lt;br/&amp;gt;Associate Professor, Department of Information Management, National Sun Yat-Sen University.&lt;br /&gt;
Image:Denis_PAWS_blog.jpg|[[User:Dparra | Denis Parra]]&amp;lt;br/&amp;gt;Associate Professor, Computer Science Department, School of Engineering, Pontificia Universidad Católica de Chile&lt;br /&gt;
Image:Sergey.jpg|[[User:Sergey | Sergey Sosnovsky]]&amp;lt;br&amp;gt;Associate Professor, Utrecht University, Netherlands&lt;br /&gt;
Image:Hsiao.jpg|[[User:Shoha99 | Sharon (I-Han) Hsiao]]&amp;lt;br/&amp;gt;Projects: [[AnnotEx]], [[QuizJET]], [[Progressor]], [[ProgressorPlus]]&amp;lt;br/&amp;gt;Assistant Professor and David Packard endowed junior fellow, Department of Computer Science and Engineering, Santa Clara University&lt;br /&gt;
Image:Danielle.gif|[[User:Suleehs | Danielle H. Lee]]&amp;lt;br/&amp;gt;Projects: [[Eventur]], [[Proactive]]&amp;lt;br/&amp;gt;Associate Professor, Management Information Systems, Chung-Ang University, Korea&lt;br /&gt;
Image:Michael_V_Yudelson.gif|&#039;&#039;&#039;[[User:Myudelson | Michael V. Yudelson]]&#039;&#039;&#039;&amp;lt;br/&amp;gt;Projects: [[Knowledge Tree]], [[CUMULATE]], [[PERSEUS]], [[NavEx]], [[CoPE]], [[WebEx]]&amp;lt;br/&amp;gt;Staff Data Scientist, Chegg&lt;br /&gt;
Image:jaewook-1.jpg|[[User:Jahn | Jae-wook Ahn]]&amp;lt;br/&amp;gt;Projects: [[ADVISE]], [[Adaptive VIBE]], [[YourNews]], [[TaskSieve]], [[NameSieve]]&amp;lt;br/&amp;gt;Research Staff Member, Distributed AI, IBM Research&lt;br /&gt;
Image:RostaFarzan.jpg|[[User:Rostaf | Rosta Farzan]]&amp;lt;br/&amp;gt;Professor, School of Computing and Information, University of Pittsburgh.&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Master Students ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
Image:ZaraBlum.jpeg|[https://www.linkedin.com/in/zarajblum/ Zara Blum]&amp;lt;br/&amp;gt;Projects: [[The_Pitt_Grapevine]]&lt;br /&gt;
Image:Gangeshwari_Rajavelu.png|[https://www.linkedin.com/in/gangeshwari-rajavelu-94991137/ Gangeshwari Rajavelu]&lt;br /&gt;
Image:ShrutiSabusuresh.jpeg|[https://www.linkedin.com/in/shrutisabusuresh/ Shruti Sabusuresh]&lt;br /&gt;
Image:Gayathri.jpeg|[https://www.linkedin.com/in/gayathrikrishnamoorthy/ Gayathri Krishnamoorthy]&lt;br /&gt;
Image:Dhruba.jpeg|[https://www.linkedin.com/in/dbaishya/ Dhruba Baishya]&lt;br /&gt;
Image:VikKhenat.jpeg|[https://www.linkedin.com/in/vik-khenat/ Vik Khenat]&lt;br /&gt;
Image:Chavan_girish.jpeg|[https://www.linkedin.com/in/girishchavan Girish Chavan]&amp;lt;br/&amp;gt;CTO Astrata Inc&lt;br /&gt;
Image:Tibor Dumitriu.gif|[http://www.sis.pitt.edu/~dumitriu/ Tibor Dumitriu]&amp;lt;br/&amp;gt;Projects: [http://ir.exp.sis.pitt.edu/advise/ AdVisE]&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Faculty ==&lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:dr_bereket_yilma.jpg |[https://bekyilma.github.io/ Dr. Bereket Yilma]&lt;br /&gt;
Image:Jaakko peltonen 215x296.jpg|[http://users.ics.aalto.fi/jtpelto// Jaakko Peltonen]&lt;br /&gt;
Image:IMG_0611.JPG|[http://www.dcs.warwick.ac.uk/~acristea/ Alexandra I. Cristea]&lt;br /&gt;
Image:Sibel.jpg|[http://sibelsomyurek.com/ Sibel Somyürek]&lt;br /&gt;
Image:Susan_bull.png|[https://www.researchgate.net/profile/Susan_Bull2 Susan Bull]&lt;br /&gt;
Image:KatrienVerbert.jpg|[http://people.cs.kuleuven.be/~katrien.verbert/KatrienVerbert/Katrien_Verbert.html Katrien Verbert]&lt;br /&gt;
Image:Roman bednarik.png|[http://cs.uef.fi/~rbednari/ Roman Bednarik]&lt;br /&gt;
Image:TanjaMitrovic.jpg|[http://www.cosc.canterbury.ac.nz/tanja.mitrovic/ Tanja Mitrovic]&lt;br /&gt;
Image:Eva millan.gif|[http://www.lcc.uma.es/~eva/ Eva Millán Valldeperas]&lt;br /&gt;
Image:Julita vasilleva.gif|[http://www.cs.usask.ca/faculty/julita/ Julita Vassileva]&lt;br /&gt;
Image:NicolaHenze.gif|[http://www.kbs.uni-hannover.de/~henze/ Nicola Henze]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Past Visiting Scholars == &lt;br /&gt;
&amp;lt;gallery perrow=&amp;quot;4&amp;quot;&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Image:alice.jpg |[https://research-portal.uu.nl/en/persons/alice-micheli Alice Micheli] &amp;lt;br/&amp;gt; Utrecht University, Netherlands&lt;br /&gt;
Image:1648208030273.jpg | [https://www.linkedin.com/in/maxwellszymanski/ Maxwell Szymanski] &amp;lt;br/&amp;gt; KU Leuven, Belgium&lt;br /&gt;
Image:Francesco.jpeg | [https://www.ifi.uzh.ch/en/zest/team/francesco_sovrano.html Francesco Sovrano] &amp;lt;br/&amp;gt; Universita Degli Studi Bologna, Italy&lt;br /&gt;
Image:boet_hubert.jpg |[https://www.linkedin.com/in/hubertboet/ Hubert Boët] &amp;lt;br/&amp;gt; Université Sorbonne Paris Nord&lt;br /&gt;
Image:Laia_alb%C3%B3.png|[https://scholar.google.es/citations?user=G8XglngAAAAJ&amp;amp;hl=ca Laia Albó] &amp;lt;br/&amp;gt; Universitat Pompeu Fabra, Barcelona&lt;br /&gt;
Image:huhtamaki-jukka-300.jpg|[http://www.linkedin.com/in/jukkahuhtamaki Jukka Huhtamäki]&amp;lt;br/&amp;gt;University of Tampere, Finland&lt;br /&gt;
Image:CECILIA.jpeg|[https://www.linkedin.com/in/cecilia-di-sciascio/ Cecilia di Sciascio]&amp;lt;br/&amp;gt;Know Center, Graz, Austria&lt;br /&gt;
Image:Andrew.jpg|[https://www.researchgate.net/profile/Shuchen-Li Shuchen Li] &amp;lt;br/&amp;gt;Beijing University of Posts and Telecommunications&lt;br /&gt;
Image:Rafael.png|[https://rafaelrda.wordpress.com Rafael Dias Araújo]&amp;lt;br/&amp;gt;Assistant Professor&amp;lt;br/&amp;gt;Federal University of Uberlandia, Brazil&lt;br /&gt;
Image:Ayca cebi.jpg|[https://ktu.academia.edu/aycacebi Ayça ÇEBİ] &amp;lt;br/&amp;gt;Trabzon University&lt;br /&gt;
Image:File crop1 1183908 y 384.jpg|[https://people.aalto.fi/index.html?profilepage=isfor#!teemu_sirkia Teemu Sirkiä]&amp;lt;br/&amp;gt;Aalto University, Finland&lt;br /&gt;
Image:Chris_face.jpg|[https://www.christophtrattner.info/ Christof Trattner]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Bergen&lt;br /&gt;
Image:Michelle_liang.JPG|[https://www.linkedin.com/in/drmichelleliang/ Michelle Liang]&lt;br /&gt;
Image:Yetunde.JPG|[https://wit.edu/directory/yetunde-folajimi Yetunde Folajimi] &amp;lt;br/&amp;gt;Associate Professor&amp;lt;br/&amp;gt;Wentworth Institute of Technology&lt;br /&gt;
Image:Pkraker.jpg|[http://science20.wordpress.com Peter Kraker] &amp;lt;br/&amp;gt;Open Knowledge Maps&lt;br /&gt;
Image:Kim.jpg|Jaekyung Kim&lt;br /&gt;
Image:Jbravo.gif|[http://www.eps.uam.es/esp/personal/ficha.php?empid=367 Javier Bravo Agapito]&lt;br /&gt;
Image:MarkusKetterl1.jpg|[http://studip.serv.uni-osnabrueck.de/extern.php?username=mketterl&amp;amp;page_url=http://www.virtuos.uni-osnabrueck.de/VirtUOS/TemplStudipMitarbDetails&amp;amp;global_id=4c8fb9ddd4dde83366119b2031d39ab3 Markus Ketterl]&lt;br /&gt;
Image:Jillfreyne.jpg|[https://www.linkedin.com/in/jfreyne/ Jill Freyne]&amp;lt;br/&amp;gt;Deputy Chief Scientist&amp;lt;br/&amp;gt;CSIRO&lt;br /&gt;
Image:Robert.jpg|[https://bhh.hamburg.de/prof-dr-robert-mertens/ Robert Mertens] &amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;Berufliche Hochschule Hamburg&lt;br /&gt;
Image:Roman bednarik.png|[https://cs.joensuu.fi/~rbednari/ Roman Bednarik]&amp;lt;br/&amp;gt;Professor&amp;lt;br/&amp;gt;University of Eastern Finland&lt;br /&gt;
Image:Ewald ramp.jpg|[https://www.linkedin.com/in/ewaldramp/ Ewald W. A. Ramp]&amp;lt;br/&amp;gt;Strategic Systems &amp;amp; Technology Corporation&lt;br /&gt;
Image:Jacopo.jpg|[https://www.linkedin.com/in/jacopoarmani/ Jacopo Armani] &amp;lt;br/&amp;gt;Director/Producer &amp;lt;br/&amp;gt;Fireflies&lt;br /&gt;
Image:Liping_wang.jpg|Liping Wang&amp;lt;br/&amp;gt;JiLin University&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/gallery&amp;gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
	</entry>
</feed>