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Beck, Joseph E.
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Text Representations of Math Tutorial Videos for Clustering, Retrieval, and Learning Gain Prediction
Keyword:
Crowdsourcing
,
Information Retrieval
, and
Open educational resources (OER)
Creator:
Liamthong, Pichayut
Advisor:
Whitehill, Jacob Richard
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-01
Resource Type:
Thesis
Degree:
MS
Unit:
Computer Science
Characterizing Productive Perseverance Using Sensor-Free Detectors of Student Knowledge, Behavior, and Affect
Keyword:
Productive Perseverance
,
Student Modeling
,
Student Learning
,
Behavior Modeling
, and
Student Affect
Creator:
Botelho, Anthony
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-24
Resource Type:
Dissertation
Degree:
PhD
Unit:
Learning Sciences and Technologies
An Inductive Method of Measuring Students’ Cognitive and Affective Processes via Self-Reports in Digital Learning Environments
Keyword:
emotion
,
Affect
,
self report
,
learning analytics
,
measures
,
Data Mining
,
EDM
, and
Education
Creator:
Wixon, Naomi
Advisor:
Arroyo, Ivon
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-07-27
Resource Type:
Dissertation
Degree:
PhD
Unit:
Learning Sciences and Technologies
A Foundation For Educational Research at Scale: Evolution and Application
Keyword:
Assessment of Learning Infrastructure
,
Educational Research
,
Online Learning Environment
,
Self-Determination Theory
,
Randomized Controlled Trials
,
Learning Sciences
,
ASSISTments
, and
ASSISTments TestBed
Creator:
Ostrow, Korinn S.
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-04-24
Resource Type:
Dissertation
Degree:
PhD
Unit:
Learning Sciences and Technologies
Towards Personalized Learning using Counterfactual Inference for Randomized Controlled Trials
Keyword:
counterfactual inference
,
treatment effects
,
student modeling
,
Deep Learning
, and
sequence autoencoder
Creator:
Zhao, Siyuan
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-04-26
Resource Type:
Dissertation
Degree:
PhD
Unit:
Computer Science
Theory and Practice: Improving Retention Performance through Student Modeling and System Building
Keyword:
Knowledge tracing
,
Robust learning
,
Intelligent Tutoring System
,
Knowledge retention
,
Educational data mining
,
Deep Learning
,
Performance factors analysis
,
student modeling
,
Recurrent neural networks
, 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:
Computer Science
Tutoring Students with Adaptive Strategies
Keyword:
prerequisite
,
adaptive learning
,
Student Model
,
k-armed bandits
,
decision tree
, and
contextual bandits
Creator:
Wan, Hao
Advisor:
Beck, Joseph E.
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-01-18
Resource Type:
Dissertation
Degree:
PhD
Unit:
Computer Science
Modes and Mechanisms of Game-like Interventions in Intelligent Tutoring Systems
Keyword:
educational games
,
gamification
,
causal modeling
,
Intelligent tutoring systems
, and
game elements
Creator:
Rai, Dovan
Advisor:
Beck, Joseph E.
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-04-28
Resource Type:
Phd Report
Degree:
PhD
Unit:
Computer Science
A Model-driven Visual Analytic Framework for Local Pattern Analysis
Keyword:
Visual Analytics
,
interactive exploration
, and
data analytics
Creator:
Zhao, Kaiyu
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-02-09
Resource Type:
Dissertation
Degree:
PhD
Unit:
Computer Science
A Multifaceted Consideration of Motivation and Learning within ASSISTments
Keyword:
Partial Credit
,
Interleaving
,
Adaptive Tutoring
,
Feedback Medium
,
Choice
,
ASSISTments
, and
Learning
Creator:
Ostrow, Korinn S.
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2015-04-28
Resource Type:
Thesis
Degree:
MS
Unit:
Social Science & Policy Studies
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