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Filtering by: Keyword Knowledge tracing Collections PhD Dissertations

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
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