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Beck, Joseph E.
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Keyword
Deep Learning
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Towards Personalized Learning using Counterfactual Inference for Randomized Controlled Trials
Keyword:
Deep Learning
,
student modeling
,
sequence autoencoder
,
counterfactual inference
, and
treatment effects
Creator:
Zhao, Siyuan
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-04-26
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer 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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Xiong, Xiaolu
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Zhao, Siyuan
1
Advisor
Beck, Joseph E.
1
Heffernan, Neil
1
Contributor
Beck, Joseph E.
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Heffernan, Neil
1
Heineman, George T.
1
Kalai, Adam
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Mitros, Piotr
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Unit (Department)
Computer Science
2
Publisher
Worcester Polytechnic Institute
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Resource type
Dissertation
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