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Intelligent Tutoring System
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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
A Prediction Model Uses the Sequence of Attempts and Hints to Better Predict Knowledge: Better to Attempt the Problem First, Rather Than Ask for A Hint
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
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
Modeling Student Retention in an Environment with Delayed Testing
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
Can a computer adaptive assessment system determine, better than traditional methods, whether students know mathematics skills?
Keyword:
assessment
,
computer adaptive test
,
Intelligent Tutoring System
,
item response theory
, and
Education
Creator:
Whorton, Skyler
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2013-04-19
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
An Empirical Evaluation of Student Learning by the Use of a Computer Adaptive System
Keyword:
ITS
,
learning progressions
,
Intelligent Tutoring System
,
personalized learning
,
computer adaptive
, and
prerequisite graph
Creator:
Belhumeur, Corey T
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2013-04-19
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Leveraging Influential Factors into Bayesian Knowledge Tracing
Keyword:
Linear Regression
,
Intelligent Tutoring System
,
Student Model
, and
Bayesian Knowledge Tracing
Creator:
Qiu, Yumeng
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2013-01-10
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Increasing parent engagement in student learning using an Intelligent Tutoring System with Automated Messages
Keyword:
parental notification
,
ASSISTments
, and
Intelligent Tutoring System
Creator:
Broderick, Zachary R
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2011-03-01
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Trying to Reduce Gaming Behavior by Students in Intelligent Tutoring Systems
Keyword:
Assistment
,
Intelligent Tutoring System
,
Knowledge tracing
, and
gaming the system
Creator:
Forbes-Summers, Elijah
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2010-05-03
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Towards Assessing Students' Fine Grained Knowledge: Using an Intelligent Tutor for Assessment
Keyword:
longitudinal modeling
,
assess fine grained knowledge
,
Intelligent Tutoring System
,
Data Mining
,
dynamic testing
, and
assessment
Creator:
Feng, Mingyu
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2009-08-19
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
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Unit (Department)
Computer Science
12
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Worcester Polytechnic Institute
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