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Heffernan, Neil
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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
Layout Optimization for Distributed Relational Databases Using Machine Learning
Keyword:
layout optimization
,
Machine Learning
, and
distributed databases
Creator:
Patvarczki, Jozsef
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2012-05-23
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
A Graph Theoretic Clustering Algorithm based on the Regularity Lemma and Strategies to Exploit Clustering for Prediction
Keyword:
Unsupervised learning
,
Graph Mining
,
Machine Learning
,
Semi-Supervised Learning
,
Ensemble Learning
,
Graph Partitioning
, and
Regularity Lemma
Creator:
Trivedi, Shubhendu
Advisor:
Sarkozy, Gabor N
and
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2012-04-30
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Reaching More Students: A Web-based Intelligent Tutoring System with support for Offline Access
Keyword:
Intelligent tutoring systems
and
Educational data mining
Creator:
Kehrer, Paul H
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2012-04-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Responding to Moments of Learning
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
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
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
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