LearningRecommendation - Revision history

Yuh43 at 02:21, 5 April 2016

2016-04-05T02:21:31Z

Sherry at 01:02, 5 April 2016

2016-04-05T01:02:43Z

Sherry: New page: In this section we explain some of the recommender approaches that has been developed and used in Mastery Grids. == ProActive Recommendations == These recommender systems require no trigg...

2016-04-05T00:38:04Z

New page: In this section we explain some of the recommender approaches that has been developed and used in Mastery Grids. == ProActive Recommendations == These recommender systems require no trigg...

New page

In this section we explain some of the recommender approaches that has been developed and used in Mastery Grids.

== ProActive Recommendations ==
These recommender systems require no trigger. They are represented in Mastery Grids interface as stars on the topic and learning resources. The size of star shows the importance (weight) of recommended material. Two recommender systems has been implemented in this setting: Adaptive Sequencing, and Probabilistic Outspread approaches.
Adaptive sequencing is a greedy sequencing approach aimed at maximizing each student’s level of knowledge and activities. The learning material are ranked by balancing the knowledge level of each student in the prerequisite concepts of the learning material with the knowledge that can be gained from the outcome concepts.
The probabilistic outspread approach aims to select the learning material that increases the probability of the student solving all of the quizzes in the course. It uses FAST as its underlying probabilistic model of student's knowledge and performance.

== ReActive Recommendations ==
occurs only when student fails in solving a question correctly in Mastery Grids

@@ Line 11: / Line 11: @@
 The following images show example line recommendation and learning resource recommendation in Mastery Grids.
-Example line recommendation
+Example line recommendation:
 [[Image:ExampleLineRecommendation.png|325x650px]]
-Learning Resource Recommendation
+Learning Resource Recommendation:
 [[Image:StarRecommendation.png|325x650px]]

← Older revision		Revision as of 01:02, 5 April 2016
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	== ReActive Recommendations ==		== ReActive Recommendations ==
−	~~occurs~~ only when student fails in solving a question correctly in Mastery Grids	+	These recommendations occur only when student fails in solving a question correctly in Mastery Grids. The student is going to be suggested some examples that can help the student acquire the skills needed to solve the original question.
		+
		+	The following images show example line recommendation and learning resource recommendation in Mastery Grids.
		+
		+	Example line recommendation
		+	[[Image:ExampleLineRecommendation.png\|325x650px]]
		+
		+
		+	Learning Resource Recommendation
		+	[[Image:StarRecommendation.png\|325x650px]]