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Heffernan, Neil
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2017
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Improvements on Trained Across Multiple Experiments (TAME), a New Method for Treatment Effect Detection
Keyword:
treatment effect detection
,
Data Mining
, and
linear regression
Creator:
Patikorn, Thanaporn
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-05-08
Resource Type:
Thesis
Degree:
PhD
Unit (Department):
Computer Science
Incorporating Rich Features into Deep Knowledge Tracing
Keyword:
Deep Learning
,
RNN
,
Knowledge tracing
, and
DKT
Creator:
Zhang, Liang
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-04-14
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Tutoring Students with Adaptive Strategies
Keyword:
decision tree
,
k-armed bandits
,
Student Model
,
contextual bandits
,
adaptive learning
, and
prerequisite
Creator:
Wan, Hao
Advisor:
Beck, Joseph E.
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-01-18
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Creating Systems and Applying Large-Scale Methods to Improve Student Remediation in Online Tutoring Systems in Real-time and at Scale
Keyword:
Bayesian networks
,
learnersourcing
,
Bayesian hypothesis testing
,
crowdsourcing
,
machine-learning
,
multi-armed bandits
,
Learning Maps
,
buggy messages
,
PeerASSIST
, and
real-time scalable systems
Creator:
Selent, Douglas A
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-06-08
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
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Patikorn, Thanaporn
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Selent, Douglas A
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Wan, Hao
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Zhang, Liang
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Arroyo, Ivon
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Beck, Joseph E.
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Heffernan, Neil
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Saxberg, Bror
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Whitehill, Jacob Richard
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Computer Science
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Worcester Polytechnic Institute
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