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Filtering by: Keyword Bayesian networks Remove constraint Keyword: Bayesian networks Publisher Worcester Polytechnic Institute Remove constraint Publisher: Worcester Polytechnic Institute

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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
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
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
Creating Systems and Applying Large-Scale Methods to Improve Student Remediation in Online Tutoring Systems in Real-time and at Scale

Keyword:

Bayesian networks, learnersourcing, Bayesian hypothesis testing, crowdsourcing, machine-learning, multi-armed bandits, Learning Maps, buggy messages, PeerASSIST, and real-time scalable systems

Creator:

Selent, Douglas A

Advisor:

Heffernan, Neil

Publisher:

Worcester Polytechnic Institute

Date Created:

2017-06-08

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science

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Creator

Pardos, Zachary Alexander1
Schultz, Sarah E1
Selent, Douglas A1
Wang, Yutao1

Advisor

Arroyo, Ivon1
Heffernan, Neil3

Contributor

Arroyo, Ivon3
Baker, Ryan S.2
Beck, Joseph E.1
Heffernan, Neil3
Koedinger, Kenneth1
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Unit (Department)

Computer Science4

Publisher

Worcester Polytechnic Institute[remove]4

Resource type

Dissertation3
Thesis1

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