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Filtering by: Keyword student modeling Remove constraint Keyword: student modeling Resource type Dissertation Remove constraint Resource type: Dissertation

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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
Student Modeling within a Computer Tutor for Mathematics: Using Bayesian Networks and Tabling Methods

Keyword:

Educational data mining, Bayesian networks, and student modeling

Creator:

Wang, Yutao

Advisor:

Heffernan, Neil

Publisher:

Worcester Polytechnic Institute

Date Created:

2015-09-15

Resource Type:

Dissertation

Degree:

PhD

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

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PhD Dissertations4

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Creator

Pardos, Zachary Alexander1
Wang, Yutao1
Xiong, Xiaolu1
Zhao, Siyuan1

Advisor

Beck, Joseph E.1
Heffernan, Neil3

Contributor

Arroyo, Ivon1
Baker, Ryan S.2
Beck, Joseph E.2
Heffernan, Neil3
Heineman, George T.1
more Contributors »

Unit (Department)

Computer Science4

Publisher

Worcester Polytechnic Institute4

Resource type

Dissertation[remove]4

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