Index Catalog // Digital WPI

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

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

Keyword:: student modeling, Randomized Controlled Trials, Data Mining, and ASSISTments
Creator:: Wang, Yan
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2016-04-14
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Computer Science

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

Keyword:: Bayesian Knowledge Tracing, boredom, student modeling, and Intelligent tutoring systems
Creator:: Hawkins, William J
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2014-04-25
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Computer Science

Keyword:: student modeling, Intelligent Tutoring System, Educational data mining, Knowledge retention, and Robust learning
Creator:: Li, Shoujing
Advisor:: Beck, Joseph E.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2013-04-24
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Computer Science

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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