Index Catalog // Digital WPI

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

Keyword:: J48 Decision Trees, Behavior Detection, Skill Prediction, Science Education, Science Microworlds, Exploratory Learning Environment, Inquiry Learning Environment, Inquiry Assessment, Formative Assessment, Construct Validity, User modeling, Science Inquiry, Bayesian Knowledge Tracing, Validation, Designing and Conducting Experiments, Open-Ended Learning Environment, Computer-Based Assessment, Science Assessment, Educational data mining, Text Replay Tagging, Science Simulations, Performance Assessment, and Generalizability
Creator:: Sao Pedro, Michael A.
Advisor:: Gobert, Janice
Publisher:: Worcester Polytechnic Institute
Date Created:: 2013-04-25
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Social Science & Policy Studies

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

Keyword:: Intelligent Tutoring System, Student Modelling, and Educational data mining
Creator:: Zhu, Linglong
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2014-04-28
Resource Type:: Thesis
Degree:: MS
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, 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

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