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Heffernan, Neil
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student modeling
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Towards Personalized Learning using Counterfactual Inference for Randomized Controlled Trials
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
Student Modeling From Different Aspects
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
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
Boredom and student modeling in intelligent tutoring systems
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
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
Learning the Effectiveness of Content and Methodology in an Intelligent Tutoring System
Keyword:
Educational data mining
and
student modeling
Creator:
Dailey, Matthew D
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2011-05-03
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
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Dailey, Matthew D
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Pardos, Zachary Alexander
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Advisor
Heffernan, Neil
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Arroyo, Ivon
1
Baker, Ryan S.
2
Beck, Joseph E.
1
Heffernan, Neil
6
Kalai, Adam
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Unit (Department)
Computer Science
6
Publisher
Worcester Polytechnic Institute
6
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Dissertation
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