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Heffernan, Neil
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Real-time Assessment, Prediction, and Scaffolding of Middle School Students’ Data Collection Skills within Physical Science Simulations
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
Leveraging User Testing to Address Learnability Issues for Teachers Using ASSISTments
Keyword:
A/B Testing
,
assistments
,
user interface
,
usability
,
controlled experiment
, and
User Testing
Creator:
Bodah, Joshua
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2013-04-19
Resource Type:
Report
Degree:
MS
Unit (Department):
Computer Science
Improving Educational Content: A Web-based Intelligent Tutoring System with Support for Teacher Collaboration
Keyword:
ASSISTments
,
Collaboration
,
Education
, and
Tutor
Creator:
Hobbs, Bryan
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2013-04-19
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
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
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Adjei, Seth Akonor
2
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1
Baral, Sami
1
Belhumeur, Corey T
1
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Baker, Ryan S.
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62
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Arroyo, Ivon
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Computer Science
53
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Social Science & Policy Studies
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Worcester Polytechnic Institute
72
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https://creativecommons.org/licenses/by/4.0/
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https://creativecommons.org/licenses/by-nc/4.0/
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