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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>2026-05-18T17:33:58Z</updated>
	<subtitle>User contributions</subtitle>
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	<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|'''[[User:Peterb | Peter Brusilovsky]]'''&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|'''[[User:Myudelson | Michael V. Yudelson]]'''&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|'''[[User:Peterb | Peter Brusilovsky]]'''&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|'''[[User:Myudelson | Michael V. Yudelson]]'''&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|'''[[User:Peterb | Peter Brusilovsky]]'''&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|'''[[User:Myudelson | Michael V. Yudelson]]'''&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|'''[[User:Peterb | Peter Brusilovsky]]'''&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|'''[[User:Myudelson | Michael V. Yudelson]]'''&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|'''[[User:Peterb | Peter Brusilovsky]]'''&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|'''[[User:Myudelson | Michael V. Yudelson]]'''&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|'''[[User:Peterb | Peter Brusilovsky]]'''&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|'''[[User:Myudelson | Michael V. Yudelson]]'''&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|'''[[User:Peterb | Peter Brusilovsky]]'''&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|'''[[User:Myudelson | Michael V. Yudelson]]'''&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|'''[[User:Peterb | Peter Brusilovsky]]'''&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|'''[[User:Myudelson | Michael V. Yudelson]]'''&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|'''[[User:Peterb | Peter Brusilovsky]]'''&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|'''[[User:Myudelson | Michael V. Yudelson]]'''&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|'''[[User:Peterb | Peter Brusilovsky]]'''&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|'''[[User:Myudelson | Michael V. Yudelson]]'''&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|'''[[User:Peterb | Peter Brusilovsky]]'''&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|'''[[User:Myudelson | Michael V. Yudelson]]'''&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|'''100'''|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|'''100'''|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|'''100'''|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'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|'''100'''|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'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|'''100'''|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' learning patterns and its relationship with students' behavioral traits, predicting students' 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|'''100'''|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|'''100'''|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 '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|'''[[User:Peterb | Peter Brusilovsky]]'''&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|'''[[User:Myudelson | Michael V. Yudelson]]'''&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|'''[[User:Peterb | Peter Brusilovsky]]'''&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|'''[[User:Myudelson | Michael V. Yudelson]]'''&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|'''[[User:Peterb | Peter Brusilovsky]]'''&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|'''[[User:Myudelson | Michael V. Yudelson]]'''&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|'''[[User:Peterb | Peter Brusilovsky]]'''&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|'''[[User:Myudelson | Michael V. Yudelson]]'''&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|'''[[User:Peterb | Peter Brusilovsky]]'''&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|'''[[User:Myudelson | Michael V. Yudelson]]'''&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;
'''PI:''' Associate Professor [[User:Peterb|Peter Brusilovsky]]. &lt;br /&gt;
&lt;br /&gt;
'''co-PI:''' Assistant Professor Jung Sun Oh.&lt;br /&gt;
&lt;br /&gt;
'''Research Assistants:''' &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|'''[[User:Peterb | Peter Brusilovsky]]'''&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|'''[[User:Myudelson | Michael V. Yudelson]]'''&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;
'''PI:''' Associate Professor [[User:Peterb|Peter Brusilovsky]]. &lt;br /&gt;
&lt;br /&gt;
'''co-PI:''' Assistant Professor Jung Sun Oh.&lt;br /&gt;
&lt;br /&gt;
'''Research Assistants:''' &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;
'''PI:''' Associate Professor [[User:Peterb|Peter Brusilovsky]]. &lt;br /&gt;
&lt;br /&gt;
'''co-PI:''' Assistant Professor Jung Sun Oh.&lt;br /&gt;
&lt;br /&gt;
'''Team:''' &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 '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'14) at 2014 ACM Conference on Recommender Systems  (RecSys'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;
'''PI:''' Associate Professor [[User:Peterb|Peter Brusilovsky]]. &lt;br /&gt;
&lt;br /&gt;
'''co-PI:''' Assistant Professor Jung Sun Oh.&lt;br /&gt;
&lt;br /&gt;
'''Team:''' &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|'''[[User:Peterb | Peter Brusilovsky]]'''&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|'''[[User:Myudelson | Michael V. Yudelson]]'''&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|'''[[User:Peterb | Peter Brusilovsky]]'''&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|'''[[User:Myudelson | Michael V. Yudelson]]'''&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|'''[[User:Peterb | Peter Brusilovsky]]'''&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|'''[[User:Myudelson | Michael V. Yudelson]]'''&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|'''[[User:Peterb | Peter Brusilovsky]]'''&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|'''[[User:Myudelson | Michael V. Yudelson]]'''&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'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'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|'''100'''|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' 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|'''100'''|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|'''100'''|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|'''100'''|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|'''100'''|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'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|'''100'''|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|'''100'''|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|'''100'''|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'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'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|'''80'''|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|'''100'''|[[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|'''100'''|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|'''100'''|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' activity information to offer ''social navigation support'' 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|'''100'''|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|'''100'''|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' 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|'''100'''|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' 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|'''100'''|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|'''100'''|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|'''100'''|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|'''100'''|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|'''100'''|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|'''100'''|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|'''100'''|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|'''100'''|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|'''100'''|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'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|'''100'''|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|'''100'''|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|'''100'''|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|'''100'''|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|'''100'''|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 '''Open User Profile'''  ([[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'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'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|'''100'''|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' 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|'''100'''|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|'''100'''|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|'''100'''|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|'''100'''|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'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|'''100'''|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|'''100'''|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|'''100'''|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'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'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|'''80'''|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|'''100'''|[[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|'''100'''|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|'''100'''|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' activity information to offer ''social navigation support'' 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|'''100'''|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|'''100'''|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' 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|'''100'''|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' 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|'''100'''|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|'''100'''|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|'''100'''|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|'''100'''|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|'''100'''|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|'''100'''|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|'''100'''|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|'''100'''|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|'''100'''|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'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|'''100'''|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|'''100'''|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|'''100'''|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|'''100'''|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|'''100'''|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 '''Open User Profile'''  ([[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'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'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|'''100'''|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' 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|'''100'''|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|'''100'''|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|'''100'''|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|'''100'''|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'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|'''100'''|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|'''100'''|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|'''100'''|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'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'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|'''80'''|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|'''100'''|[[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|'''100'''|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|'''100'''|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' activity information to offer ''social navigation support'' 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|'''100'''|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|'''100'''|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' 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|'''100'''|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' 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|'''100'''|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|'''100'''|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|'''100'''|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|'''100'''|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|'''100'''|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|'''100'''|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|'''100'''|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|'''100'''|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|'''100'''|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'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|'''100'''|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|'''100'''|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|'''100'''|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|'''100'''|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|'''100'''|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 '''Open User Profile'''  ([[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'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'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|'''100'''|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' 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|'''100'''|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|'''100'''|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|'''100'''|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|'''100'''|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'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|'''100'''|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|'''100'''|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|'''100'''|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'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'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|'''80'''|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|'''100'''|[[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|'''100'''|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|'''100'''|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' activity information to offer ''social navigation support'' 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|'''100'''|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|'''100'''|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' 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|'''100'''|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' 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|'''100'''|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|'''100'''|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|'''100'''|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|'''100'''|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|'''100'''|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|'''100'''|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|'''100'''|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|'''100'''|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|'''100'''|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'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|'''100'''|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|'''100'''|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|'''100'''|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|'''100'''|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|'''100'''|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 '''Open User Profile'''  ([[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;
'''PI:''' Associate Professor [[User:Peterb|Peter Brusilovsky]]. &lt;br /&gt;
&lt;br /&gt;
'''co-PI:''' 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 '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'14) at 2014 ACM Conference on Recommender Systems  (RecSys'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|'''[[User:Peterb | Peter Brusilovsky]]'''&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|'''[[User:Myudelson | Michael V. Yudelson]]'''&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|'''[[User:Peterb | Peter Brusilovsky]]'''&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|'''[[User:Myudelson | Michael V. Yudelson]]'''&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|'''[[User:Peterb | Peter Brusilovsky]]'''&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|'''[[User:Myudelson | Michael V. Yudelson]]'''&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|'''[[User:Peterb | Peter Brusilovsky]]'''&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|'''[[User:Myudelson | Michael V. Yudelson]]'''&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>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=4981</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=4981"/>
		<updated>2026-01-12T01:04:26Z</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|'''[[User:Peterb | Peter Brusilovsky]]'''&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: [[Eventur]]&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|HELPeR_-_Health_e-Librarian_with_Personalized_Recommender]]&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|'''[[User:Myudelson | Michael V. Yudelson]]'''&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>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=4980</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=4980"/>
		<updated>2026-01-12T01:03:14Z</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|'''[[User:Peterb | Peter Brusilovsky]]'''&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: [[Eventur]]&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: [[Eventur]]&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|'''[[User:Myudelson | Michael V. Yudelson]]'''&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>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=4979</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=4979"/>
		<updated>2026-01-12T01:00:09Z</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|'''[[User:Peterb | Peter Brusilovsky]]'''&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; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker]&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|'''[[User:Myudelson | Michael V. Yudelson]]'''&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>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=File:ZaraBlum.jpeg&amp;diff=4978</id>
		<title>File:ZaraBlum.jpeg</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=File:ZaraBlum.jpeg&amp;diff=4978"/>
		<updated>2026-01-12T00:56:57Z</updated>

		<summary type="html">&lt;p&gt;Peterb: Zara Blum&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Summary ==&lt;br /&gt;
Zara Blum&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
		
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=4977</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=4977"/>
		<updated>2026-01-12T00:56:01Z</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|'''[[User:Peterb | Peter Brusilovsky]]'''&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; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker]&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|'''[[User:Myudelson | Michael V. Yudelson]]'''&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: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:ZaraBlum.jpeg|[https://www.linkedin.com/in/zarajblum/ Zara Blum]&amp;lt;br/&amp;gt;Projects: [http://ir.exp.sis.pitt.edu/advise/ Grapevine]&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=4976</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=4976"/>
		<updated>2026-01-07T01:31:48Z</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|'''[[User:Peterb | Peter Brusilovsky]]'''&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; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker]&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|'''[[User:Myudelson | Michael V. Yudelson]]'''&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:Gangeshwari_Rajavelu.png|[https://www.linkedin.com/in/shrutisabusuresh/ Gangeshwari Rajavelu]&lt;br /&gt;
Image:ShrutiSabusuresh.jpeg|[https://www.linkedin.com/in/gangeshwari-rajavelu-94991137/ 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=4975</id>
		<title>People</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=People&amp;diff=4975"/>
		<updated>2026-01-07T01:30:56Z</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|'''[[User:Peterb | Peter Brusilovsky]]'''&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:behnam.jpg|[http://pitt.edu/~ber58 Behnam Rahdari]&amp;lt;br /&amp;gt; PostDoc, Stanford&lt;br /&gt;
Image:k.thaker.png|[https://www.linkedin.com/in/khushsi/ Khushboo Thaker]&lt;br /&gt;
&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|'''[[User:Myudelson | Michael V. Yudelson]]'''&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:Gangeshwari_Rajavelu.png|[https://www.linkedin.com/in/shrutisabusuresh/ Gangeshwari Rajavelu]&lt;br /&gt;
Image:ShrutiSabusuresh.jpeg|[https://www.linkedin.com/in/gangeshwari-rajavelu-94991137/ 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=News&amp;diff=4974</id>
		<title>News</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=News&amp;diff=4974"/>
		<updated>2025-12-16T05:54:21Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* 2025-02-04 :: Behnam Rahdari defends his PhD Thesis */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;__NOTOC__&lt;br /&gt;
&lt;br /&gt;
==== &amp;lt;span id=&amp;quot;2025-02-04&amp;quot;&amp;gt;2025-02-04&amp;lt;/span&amp;gt; :: Behnam Rahdari defends his PhD Thesis ====&lt;br /&gt;
Behnam Rahdari successfully defended his thesis &amp;quot;[https://calendar.pitt.edu/event/human-ai-collaboration-in-search-and-recommendation-navigation-personalization-and-evaluation-of-carousel-based-interfaces Human-AI Collaboration in Search and Recommendation]&amp;quot; on 02/04/2025. Behnam is also starting his postdoctoral position at Stanford University. Congratulations, Dr. Rahdari!&lt;br /&gt;
&lt;br /&gt;
==== &amp;lt;span id=&amp;quot;2024-12-09&amp;quot;&amp;gt;2024-12-09&amp;lt;/span&amp;gt; :: Khushboo Thaker defends her PhD Thesis ====&lt;br /&gt;
Khushboo Thaker successfully defended her thesis &amp;quot;[https://calendar.pitt.edu/event/ka-recsys-knowledge-adaptive-recommendation-technologies KA-Recsys: Knowledge Adaptive Recommendation Technologies]&amp;quot; on 12/09/2024. Congratulations, Dr. Thaker!&lt;br /&gt;
&lt;br /&gt;
==== &amp;lt;span id=&amp;quot;2024-11-11&amp;quot;&amp;gt;2024-11-11&amp;lt;/span&amp;gt; :: PAWS Lab takes over CSCW 2024!  ====&lt;br /&gt;
PAWSlab is proud and excited to see our former lab members and now well-known researchers Rosta Farzan and Claudia López as [https://cscw.acm.org/2024/index.php/organizing-committee/ co-chairs of CSCW 2024], which is unfolding this week. Congrats and thanks for your hard work as chairs!&lt;br /&gt;
&lt;br /&gt;
==== &amp;lt;span id=&amp;quot;2024-09-15&amp;quot;&amp;gt;2024-09-15&amp;lt;/span&amp;gt; :: Kamil's paper nominated for the Best Paper Award at EC-TEL 2024  ====&lt;br /&gt;
The paper by Kamil Akhuseinoglu, Aleksandra Klašnja-Milicevic, and Peter Brusilovsky &amp;quot;The Impact of Connecting Worked Examples and Completion Problems for Introductory Programming Practice&amp;quot; is one out of three EC-TEL 2024 papers nominated for the Best Paper award. The paper presents an important finding about the impact of close allocation between worked examples and lightweight problems. Read the paper in the [https://doi.org/10.1007/978-3-031-72315-5_1 EC-TEL 2024 proceedings]!&lt;br /&gt;
&lt;br /&gt;
==== &amp;lt;span id=&amp;quot;2024-09-09&amp;quot;&amp;gt;2024-09-09&amp;lt;/span&amp;gt; :: Rosta Farzan promoted to Full Professor!  ====&lt;br /&gt;
Congratulations to Rosta Farzan, who has been promoted to Full Professor at the University of Pittsburgh! Many PAWS visitors have already reached the level of a Full Professor, but Rosta is the first PAWS alumni to do so! PAWS is so proud! See more details at [https://www.sci.pitt.edu/news/new-associate-dean-undergrad-studies SCI News]!&lt;br /&gt;
&lt;br /&gt;
==== &amp;lt;span id=&amp;quot;2024-03-18&amp;quot;&amp;gt;2024-03-18&amp;lt;/span&amp;gt; :: Denis Parra serves as program co-chair of ACM IUI 2024  ====&lt;br /&gt;
PAWSlab is proud to see Denis Parra among the [https://iui.acm.org/2024/committee_members.html the program co-chairs of the IUI 2024 conference], one of our favorite conference series, where many PAWS members have presented their research in the past. This is a well deserved recognition, but also a lot of work.&lt;br /&gt;
&lt;br /&gt;
==== &amp;lt;span id=&amp;quot;2023-11-03&amp;quot;&amp;gt;2023-11-03&amp;lt;/span&amp;gt; :: Hung Chau defends his PhD Thesis ====&lt;br /&gt;
Congratulations to Hung Chau, who successfully defended his thesis &amp;quot;[http://d-scholarship.pitt.edu/45742/ Explainable Course Recommendation: Connecting College Education to Knowledge and Careers Through Skills]&amp;quot; on 11/03/2023. This is the first PAWS defense after a slowdown caused by COVID-19. More to go!&lt;br /&gt;
&lt;br /&gt;
==== &amp;lt;span id=&amp;quot;2023-09-01&amp;quot;&amp;gt;2023-09-01&amp;lt;/span&amp;gt; :: Sherry Sahebi promoted to Associate Professor  ====&lt;br /&gt;
More promotion news from PAWS alumni! Congratulations to Sherry Sahebi, who starts the new academic year as an Associate Professor at the University at Albany SUNY. Check her [https://www.cs.albany.edu/~sherry/ home page] for an update about her research!&lt;br /&gt;
&lt;br /&gt;
==== &amp;lt;span id=&amp;quot;2023-04-24&amp;quot;&amp;gt;2023-04-24&amp;lt;/span&amp;gt; :: Sergey Sosnovsky promoted to Associate Professor  ====&lt;br /&gt;
Congratulations to Sergey Sosnovsky, who has just been promoted to Associate Professor at Utrecht University. Sergey will join PAWS Alumni Rosta Farzan, YiLing Lin, Denis Parra, Maria Harrington, and Danielle Lee, who have already been promoted to Associate level. Check Sergey's new [https://www.uu.nl/staff/SASosnovsky home page]!&lt;br /&gt;
&lt;br /&gt;
==== &amp;lt;span id=&amp;quot;2023-03-14&amp;quot;&amp;gt;2023-03-14&amp;lt;/span&amp;gt;:: Peter Brusilovsky receives 2023 Distinguished Research Award ====&lt;br /&gt;
PAWS Director Peter Brusilovsky receives University of Pittsburgh 2023 Chancellor’s Distinguished Research Award. See details [https://www.sci.pitt.edu/news/peter-brusilovsky-chancellors-distinguished-research in DINS news].&lt;br /&gt;
&lt;br /&gt;
==== &amp;lt;span id=&amp;quot;2022-08-31&amp;quot;&amp;gt;2022-08-31&amp;lt;/span&amp;gt; :: Peter Brusilovsky received an Amazon Research Award  ====&lt;br /&gt;
Peter Brusilovsky received an Amazon Research Award for his project &amp;quot;Investigating and Evaluating Exploratory Recommender Systems.&amp;quot; The Award includes both financial support and AWS credits to be used as part of the proposed research plan.  See details [https://www.dins.pitt.edu/news/brusilovsky-recognized-amazon-research-award in DINS news].&lt;br /&gt;
&lt;br /&gt;
==== &amp;lt;span id=&amp;quot;2022-06-08&amp;quot;&amp;gt;2022-06-08&amp;lt;/span&amp;gt; :: Ronald Chun Hua Tsai receives best paper award at ACM Learning at Scale 2022  ====&lt;br /&gt;
Ronald Chun Hua Tsai received [https://learningatscale.acm.org/las2022/ ACM Learning at Scale 2022] Best Paper award as a part of a larger team for the paper &amp;quot;Picturing One's Self: Camera Use in Zoom Classes during the COVID-19 Pandemic&amp;quot; (well, his name was misspelled, but it is him :) Find the paper [https://dl.acm.org/doi/10.1145/3491140.3528284 here].&lt;br /&gt;
&lt;br /&gt;
==== &amp;lt;span id=&amp;quot;2022-04-05&amp;quot;&amp;gt;2022-04-05&amp;lt;/span&amp;gt;:: Peter Brusilovsky receives an NIH grant to work on the personalized treatment of aphasia   ====&lt;br /&gt;
As a part of an interdisciplinary team led by Dr. William Evans, Peter Brusilovsky receives a $3M NIH grant to improve aphasia treatment. PAWS Lab will focus on the personalized treatment of aphasia, modeling individual patients and personalizing therapy sessions. Read more in [https://www.shrs.pitt.edu/news/communication-science-and-disorders-will-evans-receives-3-million-grant-improve-aphasia the news].&lt;br /&gt;
&lt;br /&gt;
==== &amp;lt;span id=&amp;quot;2021-09-23&amp;quot;&amp;gt;2021-09-23&amp;lt;/span&amp;gt; :: PAWS team receives Best Demo Award at ACM RecSys 2021  ====&lt;br /&gt;
PAWS team including Behnam Rahdari, Alireza Javadian Sabet, and Peter Brusilovsky receives [https://recsys.acm.org/best-papers/ ACM RecSys 2021 Best Demo Award] for &amp;quot;Connecting Students with Research Advisors Through User-Controlled Recommendation&amp;quot;. Check the paper and the demo itself [https://dl.acm.org/doi/10.1145/3460231.3478879 here].&lt;br /&gt;
&lt;br /&gt;
==== &amp;lt;span id=&amp;quot;2021-09-01&amp;quot;&amp;gt;2021-09-01&amp;lt;/span&amp;gt; :: Sharon Hsiao starts as an endowed assistant professor at Santa Clara University  ====&lt;br /&gt;
Congratulations to Sharon Hsiao who joined Santa Clara University as an Assistant Professor &amp;amp; David Packard endowed junior fellow in the Department of Computer Science &amp;amp; Engineering! Check Sharon's new [https://www.scu.edu/engineering/faculty/hsiao-sharon-ihan/ home page]!&lt;br /&gt;
&lt;br /&gt;
==== &amp;lt;span id=&amp;quot;2021-06-23&amp;quot;&amp;gt;2021-06-29&amp;lt;/span&amp;gt; :: PAWS takes over EDM 2021!  ====&lt;br /&gt;
PAWS alumni Sherry Sahebi and Sharon Hsiao serve as program chairs of [https://educationaldatamining.org/EDM2021/virtual/ EDM 2021 conference]. In addition, Khushboo Thaker is serving as the Social Media Chair. Congrats with this recognition and thank you for your hard work to make EDM 2021 a success!&lt;br /&gt;
&lt;br /&gt;
==== &amp;lt;span id=&amp;quot;2021-06-23&amp;quot;&amp;gt;2021-06-23&amp;lt;/span&amp;gt; :: Kamil Akhuseyinoglu and Peter Brusilovsky win Best Paper award at UMAP 2021  ====&lt;br /&gt;
PAWS paper by Kamil Akhuseyinoglu and Peter Brusilovsky &amp;quot;Data-Driven Modeling of Learners’ Individual Differences for Predicting Engagement and Success in Online Learning&amp;quot;, wins best paper award at [https://www.um.org/announcements UMAP 20201 conference]! The paper uses a sequence-based &amp;quot;genome&amp;quot; approach for user modeling developed earlier in the lab. Find the paper [https://dl.acm.org/doi/10.1145/3450613.3456834 here].&lt;br /&gt;
&lt;br /&gt;
==== &amp;lt;span id=&amp;quot;2021-05-08&amp;quot;&amp;gt;2021-05-08&amp;lt;/span&amp;gt; :: Chun-Hua Tsai joins UN Omaha as Assistant Professor ====&lt;br /&gt;
PAWS congratulates Chun-Hua Tsai who will be joining [https://www.unomaha.edu/college-of-information-science-and-technology/index.php the College of Information Science &amp;amp; Technology at the University of Nebraska Omaha] as a tenure-track assistant professor in Fall 2021. &lt;br /&gt;
&lt;br /&gt;
==== &amp;lt;span id=&amp;quot;2021-05-06&amp;quot;&amp;gt;2021-05-06&amp;lt;/span&amp;gt; :: Sherry Sahebi receives NSF CAREER award ====&lt;br /&gt;
Sherry Sahebi, a PAWS alumna and an assistant professor at the University of Albany received NSF CAREER award to work on [https://www.nsf.gov/awardsearch/showAward?AWD_ID=2047500 Time-Aware Multi-Objective Recommendation in Online Learning Environments]. Learn more at [https://www.sci.pitt.edu/news/05-06-2021 SCI News]&lt;br /&gt;
&lt;br /&gt;
==== &amp;lt;span id=&amp;quot;2021-02-19&amp;quot;&amp;gt;2021-02-21&amp;lt;/span&amp;gt; :: Rosta Farzan appointed Associate Dean for diversity, equity and inclusion at the School of Computing and Information ====&lt;br /&gt;
Rosta Farzan, an associate professor in the University of Pittsburgh’s School of Computing and Information, is appointed Associate Dean for diversity, equity and inclusion at the school. Learn more at [https://www.sci.pitt.edu/news/02-19-2021 SCI News]&lt;br /&gt;
&lt;br /&gt;
==== &amp;lt;span id=&amp;quot;2019-08-25&amp;quot;&amp;gt;2019-08-25&amp;lt;/span&amp;gt; :: Chun-Hua Tsai defends his PhD Thesis and joins Penn State as Assistant Research Professor ====&lt;br /&gt;
Congratulations! Chun-Hua successfully defends his thesis &amp;quot;[http://d-scholarship.pitt.edu/37899/ Controllability and explainability in a hybrid social recommender system]&amp;quot; on 8/22/2019 and joins the [https://ist.psu.edu/ College of Information Science and Technology] at Penn State. PAWS Lab wishes you well in your new role!&lt;br /&gt;
&lt;br /&gt;
==== &amp;lt;span id=&amp;quot;2019-06-25&amp;quot;&amp;gt;2019-06-25&amp;lt;/span&amp;gt; :: [[User:H.chau | Hung Chau]] wins the Best Paper award at the ACM, Association for Computing Machinery Learning at Scale Conference! ====&lt;br /&gt;
Read the article describing this research [https://data.berkeley.edu/news/data-science-using-machine-learning-broaden-pathways-community-college here]. Read the abstract for his paper Data-Assistive Course-to-Course Articulation Using Machine Translation [https://lnkd.in/efYKP8C here].&lt;br /&gt;
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==== &amp;lt;span id=&amp;quot;2019-03-04&amp;quot;&amp;gt;2019-03-04&amp;lt;/span&amp;gt; :: [[User:peterb | Peter Brusilovsky]] is awarded AMiner Most Influential Scholar Award &amp;quot;in recognition of his outstanding and vibrant contributions to the field of Recommender System&amp;quot; ====&lt;br /&gt;
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[[Image:Aminer2018.png|300|Award Certificate]]&lt;br /&gt;
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==== &amp;lt;span id=&amp;quot;2018-08-13&amp;quot;&amp;gt;2018-08-13&amp;lt;/span&amp;gt; :: Two PAWS graduates' papers were short-listed for the best paper award at EC-TEL 2018. ====&lt;br /&gt;
Paper titled Learning by Reviewing Paper-based Programming Assessments co-authored by [[User:Shoha99 | Sharon Hsiao]]  and paper titled Detection of Student Modelling Anomalies by [[User:Sergey | Sergey Sosnovsky]] short-listed for the best paper award at EC-TEL 2018 [http://www.ec-tel.eu/index.php?id=805]. Congratulations to PAWS alumni Sharon and Sergey for having nominations for best paper award. Your contribution is an inspiration for current PAWS students...&lt;br /&gt;
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==== &amp;lt;span id=&amp;quot;2018-07-31&amp;quot;&amp;gt;2018-07-31&amp;lt;/span&amp;gt; :: [[User:Peterb | Peter Brusilovsky]] awarded NSF grant under the program Cyberlearn And Future Learn Tech.  ====&lt;br /&gt;
Congratulations Peter Brusilovsky for NSF Award for Project: Collaborative Research: CSEdPad: Investigating and Scaffolding Students' Mental Models during Computer Programming Tasks to Improve Learning, Engagement, and Retention. See more at [http://sci.pitt.edu/news/professor-peter-brusilovsky-receives-nsf-grant/ SCI News] or check [https://www.nsf.gov/awardsearch/showAward?AWD_ID=1822752 Award Abstract].&lt;br /&gt;
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==== &amp;lt;span id=&amp;quot;2018-07-24&amp;quot;&amp;gt;2018-07-24&amp;lt;/span&amp;gt; :: [[User:R.hosseini | Roya Hosseini]] defended her Ph. D. Thesis  ====&lt;br /&gt;
Roya Hosseini defended her Ph. D. Thesis: [http://d-scholarship.pitt.edu/35280/ Program Construction Examples in Computer Science Education: From Static Text to Adaptive and Engaging Learning Technology].&lt;br /&gt;
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==== &amp;lt;span id=&amp;quot;2018-07-05&amp;quot;&amp;gt;2018-07-05&amp;lt;/span&amp;gt; :: [[User:Yuh43 | Yun Huang]] defended her Ph. D. Thesis  ====&lt;br /&gt;
Yun Huang defended her Ph. D. Thesis titled [http://d-scholarship.pitt.edu/35176/1/yunhuang_dissertation_v3_1.pdf Learner Modeling for Integration Skills in Programming].&lt;br /&gt;
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==== &amp;lt;span id=&amp;quot;2018-03-08&amp;quot;&amp;gt;2018-03-08&amp;lt;/span&amp;gt; ::  PAWS Lab scores thrice at IUI 2018 ====&lt;br /&gt;
PAWS Lab took almost the whole podium at [https://iui.acm.org/2018/ IUI 2018] award ceremony. Hyman Tsai receives an honorable mention for the best student paper award. [[User:Dparra | Denis Parra]]  with now his own advisee Ivania Donoso also got an honorable mention. And finally, our recent visitor Cecilia di Sciascio did win the best student paper award for a paper &amp;quot;A Study on User-Controllable Social Exploratory Search&amp;quot; with [[User:peterb | Peter Brusilovsky]] and Eduardo Veas. See more at [http://sci.pitt.edu/news/school-of-computing-and-information-received-recognition-at-acm-iui-2018/ SCI News].&lt;br /&gt;
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==== &amp;lt;span id=&amp;quot;2017-10-24&amp;quot;&amp;gt;2017-10-24&amp;lt;/span&amp;gt; :: [[User:Julio | Julio Guerra]] defended his Ph. D. Thesis  ====&lt;br /&gt;
Julio Guerra defended his Ph. D. Thesis: [http://d-scholarship.pitt.edu/28980/ Open Learner Models for Self-Regulated Learning: Exploring the Effects of Social Comparison and Granularity].&lt;br /&gt;
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==== &amp;lt;span id=&amp;quot;2017-08-17&amp;quot;&amp;gt;2017-08-17&amp;lt;/span&amp;gt; ::  [[User:Suleehs | Danielle H. Lee]] moves to  Sangmyung University as an assistant professor ====&lt;br /&gt;
Dr.  [[User:Suleehs | Danielle H. Lee]]  has joined [http://www.smuc.ac.kr/mbs/eng/index.jsp  Sangmyung University]  (Korea) as an assistant professor at the Department of Software on August 17, 2017. Previously, Danielle was an Assistant Professor at the University of Washington, Bothel.&lt;br /&gt;
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==== &amp;lt;span id=&amp;quot;2017-07-11&amp;quot;&amp;gt;2017-07-11&amp;lt;/span&amp;gt; :: Two PAWS papers were nominated and one received Best Paper Awards at   UMAP 2017 ====&lt;br /&gt;
Two papers - [https://doi.org/10.1145/3079628.3079672 Stereotype Modeling for Problem-Solving Performance Predictions in MOOCs and Traditional Courses] and  [https://doi.org/10.1145/3079628.3079682 Fine-Grained Open Learner Models: Complexity Versus Support] were nominated for the best paper award at [http://www.um.org/umap2017/ UMAP2017] – 25th Conference on User Modeling, Adaptation and Personalization. The second paper lead by Julio Guerra and Jordan Barria-Pineda received [http://www.um.org/awards/james-chen-best-student-paper-awards James Chen Best Student Paper award]. Congratulations to Julio and Jordan who now joined former PAWS lab members Rosta Farzan, [[User:Myudelson | Michael Yudelson's]], and [[User:Dparra | Denis Parra]] as recipients of this prestigious award. This is 6th James Chen award won by PAWS lab members! Rosta Farzan received this award twice as a student and once more as a senior co-author.&lt;br /&gt;
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==== &amp;lt;span id=&amp;quot;2017-02-21&amp;quot;&amp;gt;2017-02-21&amp;lt;/span&amp;gt; :: [[User:peterb | Peter Brusilovsky]] received the 2017 Provost’s Award for Excellence in Mentoring ====&lt;br /&gt;
Congratulations to our mentor at PAWS, Dr. Peter Brusilovsky, on receiving the 2017 Provost’s Award for Excellence in Mentoring!  Read more on [http://www.utimes.pitt.edu/?p=42853 University Times]&lt;br /&gt;
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==== &amp;lt;span id=&amp;quot;2016-11-23&amp;quot;&amp;gt;2016-11-23&amp;lt;/span&amp;gt; ::  [[User:Sergey | Sergey Sosnovsky]] moves to  Utrecht University as a tenure-track professor ====&lt;br /&gt;
Dr.  [[User:Sergey | Sergey Sosnovsky]] has joined [http://www.uu.nl/en/organisation/department-of-information-and-computing-sciences the Department of Information and Computing Sciences] at Utrecht University (the Netherlands). The tenure-track position in computer science with the focus on educational technology started on November 1st, 2016.&lt;br /&gt;
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==== &amp;lt;span id=&amp;quot;2016-08-15&amp;quot;&amp;gt;2016-08-15&amp;lt;/span&amp;gt; ::  Maria Harrington moves to  University of Central Florida as an Assistant Professor ====&lt;br /&gt;
Dr.  [http://svad.cah.ucf.edu/staff.php?id=1350 Maria Harrington]  has joined [https://www.ucf.edu/  University of Central Florida]  as an Assistant Professor at the [http://svad.cah.ucf.edu/ School of Visual Arts and Design]. This is a great place to continue her work on educational virtual reality. &lt;br /&gt;
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==== &amp;lt;span id=&amp;quot;2016-07-21&amp;quot;&amp;gt;2016-07-21&amp;lt;/span&amp;gt; :: Shaghayegh (Sherry) Sahebi defended her Ph. D. Thesis  ====&lt;br /&gt;
Shaghayegh (Sherry) Sahebi defended her Ph. D. Thesis: 'Canonical Correlation Analysis in Cross-Domain Recommendation'. More details on the thesis can be accessed [http://d-scholarship.pitt.edu/29220/ here]. She will join the University of Albany as an Assistant Professor in September 2016.&lt;br /&gt;
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==== &amp;lt;span id=&amp;quot;2016-05-13&amp;quot;&amp;gt;2016-05-13&amp;lt;/span&amp;gt; :: Dr. [[User:peterb | Peter Brusilovsky]] and Rosta Farzan are on new Association for Computing Machinery journal’s editorial board  ====&lt;br /&gt;
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Two SIS faculty members on new Association for Computing Machinery journal’s editorial board. &lt;br /&gt;
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Peter Brusilovsky, professor and current chair of the Information Sciences program, and Rosta Farzan, assistant professor of Information Sciences &amp;amp; Technology, have been selected as associate editors of the Association for Computing Machinery’s (ACM) new journal titled “Transactions on Social Computing.”&lt;br /&gt;
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This quarterly journal will publish works encompassing theoretical, empirical, systems, and design research on social computing. It will be part of the ACM Digital Library, which is the most comprehensive collection of full-text articles and bibliographic records covering the fields of computing and information technology.&lt;br /&gt;
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==== &amp;lt;span id=&amp;quot;2016-03-04&amp;quot;&amp;gt;2016-03-04&amp;lt;/span&amp;gt; :: Congratulations to [[User:Yuh43 | Yun Huang]] and [[User:R.hosseini | Roya Hosseini]] for receiving Andrew Mellon Pre-doctoral Fellowship  ====&lt;br /&gt;
Yun Huang and Roya Hosseini received the prestigious Andrew Mellon Pre-doctoral Fellowship Award for the academic year 2016-2017.&lt;br /&gt;
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==== &amp;lt;span id=&amp;quot;2015-08-15&amp;quot;&amp;gt;2015-08-15&amp;lt;/span&amp;gt; :: [[User:peterb | Peter Brusilovsky]]  and Daqing He awarded NSF grant to work on  [[Open Corpus Personalized Learning]] ====&lt;br /&gt;
[[User:peterb | Peter Brusilovsky]] and Daqing He (project lead and co-lead respectively) has been awarded a Nation Science Foundation Information and Intelligent Systems grant for their project titled “[[Open Corpus Personalized Learning]].” The project will focus on streamlining and expanding the reach of effective adaptive educational hypermedia, which allows students and independent learners without access to traditional classrooms to gain a personalized education.&lt;br /&gt;
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==== &amp;lt;span id=&amp;quot;2015-04-15&amp;quot;&amp;gt;2015-04-15&amp;lt;/span&amp;gt; :: Chirayu Wongchokprasitti defended his Ph. D. Thesis: 'Using External Sources To Improve Research Talk Recommendation In Small Communities'. ====&lt;br /&gt;
More details on the thesis can be accessed [http://d-scholarship.pitt.edu/25836/ here].&lt;br /&gt;
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==== &amp;lt;span id=&amp;quot;2014-11-11&amp;quot;&amp;gt;2014-11-11&amp;lt;/span&amp;gt; :: Dr.[[User:Dparra | Denis Parra]] won the contest for an invited talk at the &amp;quot;Chilean Computing Conference 2014&amp;quot;. ====&lt;br /&gt;
Dr.[[User:Dparra | Denis Parra]] won the contest for an invited talk at the &amp;quot;Chilean Computing Conference 2014&amp;quot;, and presented his research on Recommender Systems. &lt;br /&gt;
Please find the slides [http://www.slideshare.net/denisparra/keynote-at-chilean-week-of-computer-science here].&lt;br /&gt;
The abstract of the talk is also available at the home page of the event, JCC 2014. [http://www.jcc2014.ucm.cl/en/ (more)].&lt;br /&gt;
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==== &amp;lt;span id=&amp;quot;2014-09-19&amp;quot;&amp;gt;2014-09-19&amp;lt;/span&amp;gt; :: PAWS won the best paper award at the 9th European Conference on Technology Enhanced Learning (EC-TEL 2014). ====&lt;br /&gt;
Congratulations to Tomek, [[User:Julio | Julio]], [[User:R.hosseini | Roya]], and [[User:peterb| Peter]]! Their paper entitled &amp;quot;[https://www.researchgate.net/publication/266656951_Mastery_Grids_An_Open_Source_Social_Educational_Progress_Visualization Mastery Grids: An Open Source Social Educational Progress Visualization]&amp;quot; has won the best paper award of EC-TEL 2014 conference. More details on the paper can be accessed [http://link.springer.com/chapter/10.1007/978-3-319-11200-8_18 here].&lt;br /&gt;
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==== &amp;lt;span id=&amp;quot;2014-05-06&amp;quot;&amp;gt;2014-05-06&amp;lt;/span&amp;gt; :: [[User: shoha99 | Sharon Hsiao]] is appointed as Assistant Professor in CIDSE @ ASU this Fall.====&lt;br /&gt;
On completing 2 years successful post-doctoral innovation fellow position in [http://edlab.tc.columbia.edu EdLab], Teachers College @ Columbia University, [[User: shoha99 | Sharon]] is moving onto a tenure-track position in [http://cidse.engineering.asu.edu School of Computing, Informatics, Decision Systems Engineering] (AKA: Engineering school) in [http://www.asu.edu Arizona State University], Phoenix, Arizona. She anticipates to continue working on the emerging topics of computational technologies in learning. Meanwhile, persistently dedicate to the course - [http://www.columbia.edu/~ih2240/dataviz/index.htm Data Visualization], which she established in [http://www.qmss.columbia.edu QMSS (Quantitative Methods in the Social Sciences)], School of Arts &amp;amp; Sciences in [http://www.columbia.edu Columbia University]. For more details see [http://www.ischool.pitt.edu/news/05-14-2014.php SIS news].&lt;br /&gt;
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==== &amp;lt;span id=&amp;quot;2014-03-01&amp;quot;&amp;gt;2014-03-01&amp;lt;/span&amp;gt; :: [[User:peterb | Peter Brusilovsky]] to deliver a keynote at a WWW 2014 workshop. ====&lt;br /&gt;
Peter will deliver a keynote titled &amp;quot;Addictive Links: Engaging Students through Adaptive Navigation Support and Open Social Student Modeling&amp;quot; at [http://www2014.kr/program/webet-2014/ WebET 2014] - Workshop on Web-based Education Technologies at the Word Wide Web Conference in Seoul, Korea. The talk will present PAWS work on such systems as [[QuizGuide]], [[NavEx]], JavaGuide, [[Progressor]], and [[ProgressorPlus|Progressor+]].&lt;br /&gt;
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==== &amp;lt;span id=&amp;quot;2014-03-13&amp;quot;&amp;gt;2014-03-13&amp;lt;/span&amp;gt; :: [[User: Jennifer | Yi-Ling(Jennifer) Lin]] started her new position as an Assistant Professor in the Department of Information Management at the National Sun Yat-Sen University in Taiwan.====&lt;br /&gt;
Yi-Ling (Jennifer) joined the Information Management faculty at the National Sun Yat-Sen University [http://http://epage.mis.nsysu.edu.tw/files/11-1100-4988-1.php?Lang=en] where she is an Assistant Professor. She is teaching Java course and continues to cooperate with Paws Lab to explore the social comparison in cyberlearning.&lt;br /&gt;
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==== &amp;lt;span id=&amp;quot;2013-08-13&amp;quot;&amp;gt;2013-08-13&amp;lt;/span&amp;gt; :: [[User:Dparra | Denis Parra]] started a new position as Assistant Professor in the Department of Computer Science at Pontifical Catholic University of Chile.====&lt;br /&gt;
Denis joined the faculty at the School of Engineering in Pontificia Universidad Catolica de Chile, [http://www.topuniversities.com/node/2261/ranking-details/latin-american-university-rankings/2013  ranked 2nd among Latinamerican Universities],  where he is an [http://www.ing.puc.cl/cuerpo-docente/parra-santander/ Assistant Professor at the Department of Computer Science]. At the undergraduate level, he is teaching a course that explores several topics for the major in Computer Science, and at the graduate level he teaches Data Mining in the [http://mpgi.ing.puc.cl/profesores.html  Master for Information Processing and Management]. He continues doing research on Recommender Systems, the topic he investigated while a student at the PAWS lab, and is also Analyzing Social Media, collaborating with PAWS lab student Xidao Wen, studying [http://www.christophtrattner.info/pubs/ht2014.pdf how Twitter is used in academic Conferences]. In addition, he is fostering collaboration between professor Brusilovsky and some areas of teaching such as Databases in the CS department at Catholic University.&lt;br /&gt;
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==== &amp;lt;span id=&amp;quot;2013-07-18&amp;quot;&amp;gt;2013-07-18&amp;lt;/span&amp;gt; :: [[Systems#KnowledgeZoom | KnowledgeZoom]] paper receives ICALT 2013 Best full Paper Award ====&lt;br /&gt;
Congratulations to paws! &amp;quot;[https://www.researchgate.net/publication/256524709_KnowledgeZoom_for_Java_A_Concept-Based_Exam_Study_Tool_with_a_Zoomable_Open_Student_Model KnowledgeZoom for Java: A Concept Based Exam Study Tool with a Zoomable Open Student Model]&amp;quot; won the best full paper award of ICALT 2013 conference.&lt;br /&gt;
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==== &amp;lt;span id=&amp;quot;2013-07-09&amp;quot;&amp;gt;2013-07-09&amp;lt;/span&amp;gt; :: [[User: Falakmasir | Mohammad Falakmasir]] won EDM 2013 Best Student Paper ====&lt;br /&gt;
Congratulations to Mohammad! His paper with Zachary A. Pardos, Geoffrey J. Gordon, and Peter Brusilovsky entitled &amp;quot;A Spectral Learning Approach to Knowledge Tracing&amp;quot; won the best student paper award of EDM 2013 conference. In his paper, he proposed using Spectral Learning (SL) to learn the BKT parameters.  Results of his study showed that SL can improve knowledge tracing parameter fitting time significantly while maintaining the same prediction accuracy. For more details on his paper please refer to his article [http://halley.exp.sis.pitt.edu/cn3/presentation2.php?presentationID=5323&amp;amp;conferenceID=115]&lt;br /&gt;
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==== &amp;lt;span id=&amp;quot;2013-06-12&amp;quot;&amp;gt;2013-06-12&amp;lt;/span&amp;gt; :: [[User:peterb | Peter Brusilovsky]] selected as a Fulbright-Nokia Distinguished Chair. ====&lt;br /&gt;
[[User:peterb | Peter Brusilovsky]], has been selected as a Fulbright-Nokia Distinguished Chair by the Fulbright Commission. With this Award Peter will spend 5 month in FInland collaborating with researchers from University of Helsinki, Aalto University, and Helsinki Institute of Information Technology. Read the news story on SIS Web site: [http://www.ischool.pitt.edu/news/08-01-2013.php]&lt;br /&gt;
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==== &amp;lt;span id=&amp;quot;2013-05-01&amp;quot;&amp;gt;2013-05-01&amp;lt;/span&amp;gt; :: [[User:peterb | Peter Brusilovsky]] and PAWS lab win Army Contract to develop social personalized learning architecture. ====&lt;br /&gt;
Peter Brusilovsky, Professor at the iSchool, has been awarded a contract by the United States Army Contracting Command to participate in the Advanced Distributed Learning (ADL) Initiative. Brusilovsky’ s contract, for $623,005 over a three-year period, will support the project [[Adaptive Navigation Support and Open Social Learner Modeling for PAL]] that will focus on the architecture, algorithms, and interfaces for a Personal Assistant for Learning (PAL), one of the major endeavors undertaken by the ADL Initiative. Through a PAL, the Initiative will provide state of the art education and training -- using technology and innovative learning methodologies -- for workforce members in the Department of Defense and the federal government. Read the news story on SIS Web site: [http://www.ischool.pitt.edu/news/05-01-2013.php]&lt;br /&gt;
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==== &amp;lt;span id=&amp;quot;2013-04-01&amp;quot;&amp;gt;2013-04-01&amp;lt;/span&amp;gt; :: Sergey Sosnovsky profiled in International Innovation ====&lt;br /&gt;
Sergey Sosnovsky, who earned his PhD in Information Science in 2012, was recently profiled in International Innovation Magazine about his work on eLearning systems research and tools. Sosnovsky is the Principal Researcher and Head of the Intelligent e-Learning Technology Lab at the German Research Center for Artificial Intelligence in Saarbruken, Germany. The article explored his work on the Intelligent Support for Authoring Semantic Learning Content project funded by the European Commission’s Community Research and Development Information Service. The magazine article (published March 2013) discussed how Sosnovsky’s project will enhance adaptive e-Learning by making it possible to develop smart instructional material for a broader audience of content authors. The article can be viewed at [[http://www.research-europe.com/magazine/REGIONAL/EX8/index.html]] , beginning on page 71.&lt;br /&gt;
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==== &amp;lt;span id=&amp;quot;2013-01-01&amp;quot;&amp;gt;2013-01-01&amp;lt;/span&amp;gt; :: [[User:peterb | Peter Brusilovsky]] appointed the Editor-In-Chief of [http://www.computer.org/portal/web/tlt  IEEE Transactions on Learning Technologies]. ====&lt;br /&gt;
Peter is appointed the Editor-In-Chief of IEEE Transactions on Learning Technologies, a journal dedicated to advancing the state of the art in technology-enhanced learning. This quarterly publication covers leading edge research on topics such as educational software applications, online learning systems, and simulation systems for education and training. Read the news story on SIS Web site: [http://www.ischool.pitt.edu/news/3-11-2013.php]&lt;br /&gt;
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==== &amp;lt;span id=&amp;quot;2012-07-09&amp;quot;&amp;gt;2012-08-26&amp;lt;/span&amp;gt; :: [[User:Rostaf | Rosta Farzan]] started her new position as an Assistant Professor at the School of Information Sciences. ====&lt;br /&gt;
Congratulations to Rosta! After 3 years as a postdoc at CMU, she is now back to Pitt as an Assistant Professor. During her first semester at SIS she is teaching IS2430 Social Computing course. Read the news story on SIS Web site: [http://www.ischool.pitt.edu/news/08-02-2012.php]&lt;br /&gt;
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==== &amp;lt;span id=&amp;quot;2012-07-09&amp;quot;&amp;gt;2012-07-09&amp;lt;/span&amp;gt; :: [[User:shoha99 | Sharon Hsiao]] Thesis Defence: [http://d-scholarship.pitt.edu/13439/ Navigation Support and Social Visualization for Personalized E-Learning]  ====&lt;br /&gt;
A large number of educational resources is now made available on the Web to support both regular classroom learning and online learning. However, the abundance of available content produced at least two problems: how to help students to find the most appropriate resources and how to engage them into using these resources and benefit from them. Personalized and social learning have been suggested as potential ways to address these problems.&lt;br /&gt;
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This work attempts to combine the ideas of personalized and social learning by providing navigation support through an open social student modeling visualization. A series of classroom studies exploited the idea of the approach and revealed promising results, which demonstrated the personalized guidance and social visualization combined helped students to find the most relevant resources of parameterized self-assessment questions for Java programming. Thus, this dissertation extend the approach to a larger collection of learning objects for cross content navigation and verify its capability of supporting social visualization for personalized E-Learning.&lt;br /&gt;
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The study results confirm that working with the non-mandatory system, students enhanced the learning quality in increasing their motivation and engagement. They successfully achieved better learning results. Meanwhile, incorporating a mixed collection of content in the open social student modeling visualizations effectively led the students to work at the right level of questions. Both strong and weak student worked with the appropriate levels of questions for their readiness accordingly and yielded a consistent performance across all three levels of complexities. Additionally, providing a more realistic content collection on the navigation supported open social student modeling visualizations results in a uniform performance in the group. The classroom study revealed a clear pattern of social guidance, where the stronger students left the traces for weaker ones to follow. The subjective evaluation confirms the design of the interface in terms of the content organization. Students’ positive responses also compliment the objective system usage data.&lt;br /&gt;
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download it from [http://d-scholarship.pitt.edu/13439/ here]&lt;br /&gt;
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==== &amp;lt;span id=&amp;quot;2011-11-30&amp;quot;&amp;gt;2011-11-30&amp;lt;/span&amp;gt; :: [[User:Sergey | Sergey Sosnovsky]] Thesis Defence: Ontology-Based Open-Corpus Personalization for E-Learning  ====&lt;br /&gt;
Conventional closed-corpus adaptive information systems control limited sets of documents in fixed subject domains and cannot provide access to the content outside the system. Such restrictions contradict the requirements of today, when most of the information systems are implemented in the open document space of WWW and are expected to operate on the open-corpus content. In order to maintain personalized access to open-corpus documents, an adaptive system should be able to model the documents and the relations between the documents and the domain knowledge automatically and dynamically. This dissertation explores the problem of open-corpus personalization and semantic modeling of open-corpus content in the context of e-Learning. Information on WWW is not without structure. Many collections of online instructional material (tutorials, electronic books, digital libraries, etc.) have been provided with implicit knowledge models encoded in form of tables of content, indexes, headers of chapters, links between pages, and different styles of text fragments. The main dissertation approach tries to leverage this layer of hidden semantics by extracting and representing it as coarse-grained models of collections. A central domain ontology is used to maintain overlay modeling of studentsÕ knowledge and serves as a reference point for multiple collections of external instructional material. In order to establish the link between the ontology and the open-corpus content models a special ontology mapping algorithm has been developed.  The proposed approach has been applied in the Ontology-based Open-corpus Personalization Service (OOPS) that recommends and adaptively annotates online reading material. The domain of Java programming has been chosen for the proof-of-concept implementation. A controlled experiment has been organized to evaluate the developed adaptive system and the proposed approach overall. The results of the evaluation have demonstrated several significant learning effects of the implemented open-corpus personalization. The analysis of log-based data has also shown that the open-corpus version of the system is capable of providing personalization of similar quality to the close-corpus one. Such results indicate that the proposed approach supports fully-scale open-corpus personalization for e-Learning. Further research is required to verify if the approach remains effective in other subject domains and with other types of instructional content.&lt;br /&gt;
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==== &amp;lt;span id=&amp;quot;2011-07-15&amp;quot;&amp;gt;2011-07-15&amp;lt;/span&amp;gt; :: [[User:DParra | Denis Parra]] earns a  James Chen Best Student paper award in UMAP 2011 ====&lt;br /&gt;
In the last conference of User Modeling, Adaptation and Personalization (UMAP 2011) Denis Parra won one of the 2 [http://www.umap2011.org/program/best-paper-awards James Chen Best Student paper awards] for his paper '''Walk The Talk: Analyzing the relation between implicit and explicit feedback for preference elicitation''' that he co-authored with Dr. Xavier Amatriain. In this paper, the authors present a study on the music domain with last.fm users, which results leads them to create a regression model that maps implicit information (such as playcounts and how recently a user listened to albums) with explicit information in the form of ratings. More details in the [http://www.springerlink.com/content/645721483544r815/  conference proceedings in Springer]. Denis is the third PAWS Lab member to receive this prestigious award. Prior to that, Rosta Farzan and Michael Yudelson won this award at earlier User Modeling conferences. Rosta also won another James Chen award at Adaptive Hypermedia conference.&lt;br /&gt;
&lt;br /&gt;
==== &amp;lt;span id=&amp;quot;2011-06-12&amp;quot;&amp;gt;2011-06-12&amp;lt;/span&amp;gt; :: [[User:peterb | Peter]] Promoted to Rank of Full Professor ====&lt;br /&gt;
Congratulations to our head of PAWS lab! [[http://www.ischool.pitt.edu/news/06-10-2011.php Read more ]]&lt;br /&gt;
==== &amp;lt;span id=&amp;quot;2011-05-01&amp;quot;&amp;gt;2011-05-01&amp;lt;/span&amp;gt; :: [[User:shoha99 | Sharon]] received 2011 Allen Kent Award for Outstanding Contributions to the Graduate Program in Information Science ==== &lt;br /&gt;
She has worked with [http://www.sis.pitt.edu/~gray/ Dr. Glenn Ray] several years in designing and teaching undergraduate courses. She's affiliated as teaching fellow and teaches in our school now.&lt;br /&gt;
&lt;br /&gt;
==== &amp;lt;span id=&amp;quot;2010-12-15&amp;quot;&amp;gt;2010-12-15&amp;lt;/span&amp;gt; :: [[User:peterb | Peter]] received Google grant to work on ''[[Personalized Social Systems for Local Communities]]'' ====&lt;br /&gt;
The grant will support our efforts to increase user participation in social systems designed for local communities. In the course of the project will explore two innovative ideas for increasing participation. The first idea is to provide access to information “beyond the desktop,” by adding a mobile location-based interface to access information. This will increase both the number of active users and the volume of their contributions. The second idea is to provide personalized access to information to increase the chance to gather relevant information. This work will be based on two existing social systems that were developed and maintained by PAWs lab: the [[Systems#CoMeT | CoMeT]] system for sharing information about research talks at Carnegie Mellon and University of Pittsburgh and [[Systems#Eventur | Eventur]], a social system for recommending cultural events in the Pittsburgh area.&lt;br /&gt;
&lt;br /&gt;
==== &amp;lt;span id=&amp;quot;2010-09-17&amp;quot;&amp;gt;2010-09-17&amp;lt;/span&amp;gt; :: [[User:Myudelson | Michael Yudelson's]] Thesis Defence: Providing Service-Based Personalization In An Adaptive Hypermedia System ====&lt;br /&gt;
The dissertation proposes a novel way of speeding the development of new adaptive hypermedia systems. The gist of the approach is to extract the adaptation functionality out of the adaptive hypermedia system, encapsulate it into a standalone system, and offer adaptation as a service to the client applications. Such a standalone adaptation provider reduces the development of adaptation functionality to configuration and compliance and as a result creates new adaptive systems faster and helps serve larger user populations with adaptively accessible content. [[http://washington.sis.pitt.edu/comet/presentColloquium.do?col_id=777 details]]&lt;br /&gt;
The electronic version of [[User:Myudelson | Michael Yudelson's]] dissertation has been approved by the School of Information Sciences. ETD is accessible worldwide from the online library catalog of the University of Pittsburgh ([http://etd.library.pitt.edu/ETD/available/etd-10132010-092137/ link]).&lt;br /&gt;
&lt;br /&gt;
==== &amp;lt;span id=&amp;quot;2010-09-15&amp;quot;&amp;gt;2010-09-15&amp;lt;/span&amp;gt; :: [[User:peterb | Peter Brusilovsky]] received NSF grant to work on ''Modeling and Visualization of Latent Communities'' ====&lt;br /&gt;
This EAGER grant will allow us to investigate how to model and visualize latent communities – those groups of people who form communities based on their similar interests. This work will consider how to elicit latent communities from various kinds of data about individuals available in the modern social Web and deliver the results in a manner suitable for interactive exploration through interactive visualizations. This will be one of the first attempts to use a variety of social Web data and approaches to community modeling. [[http://www.nsf.gov/awardsearch/showAward.do?AwardNumber=1059577 details]]&lt;br /&gt;
&lt;br /&gt;
==== &amp;lt;span id=&amp;quot;2010-09-08&amp;quot;&amp;gt;2010-09-08&amp;lt;/span&amp;gt; :: [[User:jahn | Jae-wook's]] Thesis Defence: Adaptive Visualization for Focused Personalized Information Retrieval ====&lt;br /&gt;
Jae-wook Ahn's dissertation proposes to incorporate interactive visualization into personalized search in order to overcome the limitation. By combining the personalized search and the interactive visualization, we expect our approach will be able to help users to better explore the information space and locate relevant information more efficiently. [[http://washington.sis.pitt.edu/comet/presentColloquium.do?col_id=764 details]]&lt;br /&gt;
&lt;br /&gt;
==== &amp;lt;span id=&amp;quot;2010-09-01&amp;quot;&amp;gt;2010-09-01&amp;lt;/span&amp;gt; :: [[User:peterb | Peter Brusilovsky]] and Jung Sun Oh received NSF grant to work on ''Personalization and social networking for short-term communities'' ====&lt;br /&gt;
This one-year grant will support a project exploring personalization and social networking for short-term communities. Using academic research conferences as a test bed, our team 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. [[http://www.nsf.gov/awardsearch/showAward.do?AwardNumber=1052768 details]]&lt;br /&gt;
&lt;br /&gt;
==== 2010-08-15 :: SIGWeb Newsletter published an interview with [[User:peterb | Peter Brusilovsky]] ====&lt;br /&gt;
The Summer 2010 issue of SIGWeb Newsletter (a magazine of ACM Special Interest Group on Hypertext and the Web) published an [http://dx.doi.org/10.1145/1796390.1796393 interview with Peter Brusilovsky]. The interview provides some personal view on research project performed at PAWS.&lt;br /&gt;
&lt;br /&gt;
==== 2010-07-01 :: [[User:jahn | Jae-wook]] has received Computing Inovation Fellowship ====&lt;br /&gt;
Jae-wook Ahn was chosen as a [http://cifellows.org  CIFellow] (Computing Innovation Fellow) supported by the Computing Community Consortium (CCC), the Computing Research Association (CRA), and the National Science Foundation.  Starting from the fall 2010, he is going to work with [http://www.cs.umd.edu/~ben/ Dr. Ben Shneiderman] at the [http://www.cs.umd.edu/hcil Human Computer Interaction Lab], University of Maryland.&lt;br /&gt;
&lt;br /&gt;
==== 2010-05-01 :: Sergey has received EU Marie Curie International Incoming Fellowship ====&lt;br /&gt;
Sergey Sosnovsky's proposal for EU [http://cordis.europa.eu/improving/fellowships/home.htm Marie Curie Fellowship] is approved by the EU Research Executive Agency. The funding starts in July, 2010 and will last until July 2012. The project &amp;quot;Intelligent Support for Authoring Semantic Learning Content&amp;quot; will focus on implementation of author-friendly technologies for learning content development, including collaborative authoring support, metadata authoring support, open-corpus content discovery, interactivity authoring, and gap detection.&lt;br /&gt;
&lt;br /&gt;
==== 2009-06-27 :: Rosta receives her second James Chen Award ====&lt;br /&gt;
Rosta Farzan received James Chen Best Student Paper Award at the 12th International Conference on User Modelling, Adaptation and Personalization, UMAP2009, in Trento, Italy for the paper ''Social Navigation Support for Information Seeking: If You Build It, Will They Come?'' by Rosta Farzan and Peter Brusilovsky. This is her second James Chen Award, congratulations!&lt;br /&gt;
&lt;br /&gt;
==== 2009-06-26 :: PAWS Caught on UMAP 2009 Video ====&lt;br /&gt;
* 0:27 [[User:Myudelson|Michael]]&lt;br /&gt;
* 1:09 [[User:Rostaf|Rosta]]&lt;br /&gt;
* 1:18 [[User:Sergey|Sergey]]&lt;br /&gt;
* 1:51 [[User:Suleehs|Danielle]]&lt;br /&gt;
* 3:12 [[User:Myudelson|Michael]] and [[User:Sergey|Sergey]]&lt;br /&gt;
* 4:01 [[User:Peterb|Peter]]&lt;br /&gt;
&amp;lt;youtube&amp;gt;v_amf_zcLtQ&amp;lt;/youtube&amp;gt;&lt;br /&gt;
&lt;br /&gt;
==== 2009-05-28 :: [[User:peterb | Peter]] awarded honorary doctorate by the Slovak University of Technology in Bratislava ====&lt;br /&gt;
At a ceremony in Bratislava today, Peter Brusilovsky was honored by the [http://www.stuba.sk/ Slovak University of Technology in Bratislava] with the degree of Doctor honoris causa. The university, founded in 1937 in Bratislava, is one of the most significant institutions of higher education in Slovakia. Peter was selected for this recognition for &amp;quot;his contributions to the fields of Informatics and Information Technologies&amp;quot;.&lt;br /&gt;
&lt;br /&gt;
==== 2008-07-31 :: [[User:peterb | Peter]] receives Best Paper Award at AH 2008 ====&lt;br /&gt;
Peter Brusilovsky received Best Paper Award at the 5th International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems, AH 2008, in Hannover, Germany  for the paper [http://www.springerlink.com/content/6h410u3w4836v866/ ''Social Information Access for the Rest of Us: An Exploration of Social YouTube''] by Maurice Coyle, Jill Freyne, Peter Brusilovsky, and Barry Smyth&lt;br /&gt;
&lt;br /&gt;
==== 2007-06-28 :: [[User:Myudelson | Michael]] receives James Chen Best Student Paper Award at UM 2007 ====&lt;br /&gt;
Michael Yudelson received James Chen Best Student Paper Award at the 11th International Conference on User Modelling, UM07, in Corfu, Greece for the paper [http://www.springerlink.com/content/c723060442701737/ ''A User Modeling Server for Contemporary Adaptive Hypermedia: an Evaluation of Push Approach  to Evidence Propagation''] by Michael Yudelson, Peter Brusilovsky, and Vladimir Zadorozhny&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
		
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=PAWS&amp;diff=4973</id>
		<title>PAWS</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=PAWS&amp;diff=4973"/>
		<updated>2025-12-15T20:42:11Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Most Recent News */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== About PAWS ==&lt;br /&gt;
&amp;lt;div style=&amp;quot;float: right; width: 50%&amp;quot;&amp;gt;&lt;br /&gt;
[[Image:AIED_2019.jpg|class=img-responsive|AIED 2019 - Chicago, IL]]&lt;br /&gt;
&amp;lt;/div&amp;gt;&lt;br /&gt;
Personalized Adaptive Web Systems Lab was established in 2004 with support from National Science Foundation and the School of Information Sciences at the University of Pittsburgh. The goal of the PAWS Lab is development and evaluation of innovative user- and group-adaptive Web-based technologies, systems, and architectures. The Lab currently explores a range of user modeling, adaptation and personalization technologies. The work of the Lab is supported by NSF and NIH funding.&lt;br /&gt;
&lt;br /&gt;
== Most Recent News ==&lt;br /&gt;
* __NOTOC__&lt;br /&gt;
* Behnam Defends his PhD Thesis starts his Postdoc positing at Stanford ([[News#2025-02-04|details]])&lt;br /&gt;
* Khushboo Thaker defends her PhD Thesis ([[News#2024-12-09|details]])&lt;br /&gt;
* PAWS Alumni Rosta Farzan and Claudia López co-chair ACM CSCW 2024 conference ([[News#2024-09-09|details]])&lt;br /&gt;
* Kamil's paper nominated for the Best Paper Award at EC-TEL 2024  ([[News#2024-09-15|details]])&lt;br /&gt;
* Rosta Farzan has been promoted to Full Professor at the University of Pittsburgh ([[News#2024-09-09|details]])&lt;br /&gt;
* Denis Parra serves as program co-chair of ACM IUI 2024 ([[News#2024-03-18|details]])&lt;br /&gt;
* Hung Chau defends his PhD Thesis ([[News#2023-11-03|details]])&lt;br /&gt;
* Sherry Sahebi has been promoted to Associate Professor at University at Albany SUNY ([[News#2023-09-01|details]])&lt;br /&gt;
* Sergey Sosnovsky has been promoted to Associate Professor at Utrecht University ([[News#2023-04-24|details]])&lt;br /&gt;
* Peter Brusilovsky receives 2023 Chancellor's Distinguished Research Award as a leader in the field of &amp;quot;cutting edge research&amp;quot;([[News#2023-03-14|details]])&lt;br /&gt;
* Peter Brusilovsky receives Amazon Research Award ([[News#2022-08-31|details]])&lt;br /&gt;
* Chun-Hua &amp;quot;Ronald&amp;quot; Tsai receives best paper award at ACM Learning at Scale 2022 ([[News#2022-06-08|details]])&lt;br /&gt;
* Peter Brusilovsky receives an NIH grant to work on the personalized treatment of aphasia ([[News#2022-04-05|details]])&lt;br /&gt;
* PAWS team receives Best Demo Award at ACM RecSys 2021 ([[News#2021-09-23|details]])&lt;br /&gt;
* Sharon Hsiao joins Santa Clara University as an endowed assistant professor ([[News#2021-09-01|details]])&lt;br /&gt;
* PAWS takes over EDM 2021! ([[News#2021-06-29|details]])&lt;br /&gt;
* Kamil Akhuseyinoglu and Peter Brusilovsky win Best Paper Award at UMAP 2021 ([[News#2021-06-23|details]])&lt;br /&gt;
* Chun-Hua &amp;quot;Ronald&amp;quot; Tsai starts as a tenure-track assistant professor at the University of Nebraska Omaha in Fall 2021! ([[News#2021-05-08|details]])&lt;br /&gt;
* Sherry Sahebi receives NSF CAREER award! ([[News#2021-05-06|details]])&lt;br /&gt;
* Rosta Farzan is appointed Associate Dean for diversity, equity and inclusion at the School of Computing and Information ([[News#2021-02-21|details]])&lt;br /&gt;
* Chun-Hua Tsai defends his PhD Thesis and joins Penn State as Assistant Research Professor ([[News#2019-08-25|details]])&lt;br /&gt;
* Hung Chau wins the Best Paper award at the ACM, Association for Computing Machinery Learning at Scale Conference!([[News#2019-06-25|details]])&lt;br /&gt;
* Prof. Peter Brusilovsky is awarded AMiner Most Influential Scholar Award in recognition of his contributions to the field of Recommender System by AMiner ([[News#2019-03-04|details]])&lt;br /&gt;
* Two PAWS graduates' papers were short-listed for the best paper award at EC-TEL 2018 ([[News#2018-08-13|details]])&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
Go to [[News | News Page]] for all news.&lt;br /&gt;
&lt;br /&gt;
== Check Demos of some of PAWS Lab systems Tools == &lt;br /&gt;
* [https://dl.acm.org/doi/abs/10.1145/3640544.3645223 CARE: An Infrastructure for Evaluation of Carousel-Based Recommender Interfaces]&lt;br /&gt;
* [https://dl.acm.org/doi/10.1145/3279720.3279726 Programming Construction Examples] (2017) with [https://link.springer.com/chapter/10.1007/978-3-031-09680-8_4 Self Explanations] (2022)&lt;br /&gt;
* [https://dl.acm.org/doi/10.1145/3460231.3478879 Grapevine] (2021) - an interactive recommender system for finding research advisors&lt;br /&gt;
* [https://www.youtube.com/watch?v=GI9Fxo_FeRw&amp;amp;t=145s&amp;amp;ab_channel=RH Mastery Grids For Java] (2017) - a personalized Java Programming Practice System&lt;br /&gt;
* [https://www.youtube.com/watch?v=roCkp7QVfB8 Mastery Grids For Python] (2017) - a personalized Python Programming Practice System&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== PAWS Lab Contact Information ==&lt;br /&gt;
Information Sciences Building, Rm. 2A04&amp;lt;br/&amp;gt;&lt;br /&gt;
135 North Bellefield Avenue&amp;lt;br/&amp;gt;&lt;br /&gt;
Pittsburgh, PA 15260, USA&amp;lt;br/&amp;gt;&lt;br /&gt;
Tel: +1(412)624-9437&amp;lt;br/&amp;gt;&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
		
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=User:Sergey&amp;diff=4939</id>
		<title>User:Sergey</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=User:Sergey&amp;diff=4939"/>
		<updated>2025-07-07T02:23:03Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Sergey Sosnovsky */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Sergey Sosnovsky ==&lt;br /&gt;
PHD&lt;br /&gt;
&lt;br /&gt;
[[File:SergeyS.jpg|150px|thumb|left|Dr. Sergey Sosnovsky]]&lt;br /&gt;
[https://webspace.science.uu.nl/~sosno002/ Sergey Sosnovsky] is an Associate Professor of Software Technology for Learning and Teaching at the Department of Information and Computing Sciences (Utrecht University). His current research interests lie at the crossroads of Technology-Enhanced Learning, Adaptive Systems and New Web Technologies. Prior to joining Utrecht University, Sergey served as the Head of the Intelligent e-Learning Technology Lab, CeLTech, DFKI, which she initially joined as a Marie Curie Postdoctoral Fellow.&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
		
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=User:Sergey&amp;diff=4938</id>
		<title>User:Sergey</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=User:Sergey&amp;diff=4938"/>
		<updated>2025-07-07T02:22:22Z</updated>

		<summary type="html">&lt;p&gt;Peterb: /* Sergey Sosnovsky */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Sergey Sosnovsky ==&lt;br /&gt;
PHD&lt;br /&gt;
&lt;br /&gt;
[[File:SergeyS.jpg|200px|thumb|left|Sergey]]&lt;br /&gt;
[https://webspace.science.uu.nl/~sosno002/ Sergey Sosnovsky] is an Associate Professor of Software Technology for Learning and Teaching at the Department of Information and Computing Sciences (Utrecht University). His current research interests lie at the crossroads of Technology-Enhanced Learning, Adaptive Systems and New Web Technologies. Prior to joining Utrecht University, Sergey served as the Head of the Intelligent e-Learning Technology Lab, CeLTech, DFKI, which she initially joined as a Marie Curie Postdoctoral Fellow.&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
		
	</entry>
	<entry>
		<id>https://adapt2.sis.pitt.edu/w/index.php?title=File:SergeyS.jpg&amp;diff=4937</id>
		<title>File:SergeyS.jpg</title>
		<link rel="alternate" type="text/html" href="https://adapt2.sis.pitt.edu/w/index.php?title=File:SergeyS.jpg&amp;diff=4937"/>
		<updated>2025-07-07T02:20:19Z</updated>

		<summary type="html">&lt;p&gt;Peterb: Sergey Sosnovsky, Utrecht&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Summary ==&lt;br /&gt;
Sergey Sosnovsky, Utrecht&lt;/div&gt;</summary>
		<author><name>Peterb</name></author>
		
	</entry>
</feed>