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Knowledge tracing
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Trying to Reduce Gaming Behavior by Students in Intelligent Tutoring Systems
Keyword:
Assistment
,
Intelligent Tutoring System
,
Knowledge tracing
, and
gaming the system
Creator:
Forbes-Summers, Elijah
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2010-05-03
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Responding to Moments of Learning
Keyword:
Intelligent tutoring systems
,
Machine Learning
,
Knowledge tracing
, and
Educational data mining
Creator:
Goldstein, Adam B
Advisor:
Heffernan, Neil
and
Baker, Ryan S.
Publisher:
Worcester Polytechnic Institute
Date Created:
2011-05-03
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Predictive Models of Student Learning
Keyword:
Machine Learning
,
Bayesian networks
,
psychometrics
,
Knowledge tracing
,
Intelligent tutoring systems
,
item response theory
,
predictive models
,
Educational data mining
,
educational measurement
, and
student modeling
Creator:
Pardos, Zachary Alexander
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2012-04-26
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Tracing Knowledge and Engagement in Parallel by Observing Behavior in Intelligent Tutoring Systems
Keyword:
student modeling
,
Knowledge tracing
,
Intelligent Tutoring System
,
Educational data mining
,
engagement
,
Bayesian networks
, and
Affect
Creator:
Schultz, Sarah E
Advisor:
Arroyo, Ivon
Publisher:
Worcester Polytechnic Institute
Date Created:
2015-01-27
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Incorporating Rich Features into Deep Knowledge Tracing
Keyword:
Deep Learning
,
RNN
,
Knowledge tracing
, and
DKT
Creator:
Zhang, Liang
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-04-14
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Theory and Practice: Improving Retention Performance through Student Modeling and System Building
Keyword:
Intelligent Tutoring System
,
Deep Learning
,
student modeling
,
Performance factors analysis
,
Knowledge tracing
,
Knowledge retention
,
Robust learning
,
Recurrent neural networks
,
Educational data mining
, and
Spacing effect
Creator:
Xiong, Xiaolu
Advisor:
Beck, Joseph E.
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-04-21
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
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Creator
Forbes-Summers, Elijah
1
Goldstein, Adam B
1
Pardos, Zachary Alexander
1
Schultz, Sarah E
1
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1
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Arroyo, Ivon
1
Baker, Ryan S.
1
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1
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4
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1
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2
Beck, Joseph E.
1
Heffernan, Neil
4
Heineman, George T.
1
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Unit (Department)
Computer Science
5
Data Science
1
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Worcester Polytechnic Institute
6
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Thesis
4
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2