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Integrating Personalized Learning into Online Education through Content Aggregation, Data Mining, and Reinforcement Learning

Creator:

Prihar, Ethan

Advisor:

Heffernan, Neil

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-03-30

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Help or Hinder? Evaluating Fairness Metrics and Algorithms in Visualization Systems for Consensus Ranking

Keyword:

Human-centered computing, Fairness, Empirical studies in visualization, and Visualization systems and tools

Creator:

Shrestha, Hilson

Advisor:

Harrison, Lane T.

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-04-23

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science
AI-Enabled Classroom Observation: Do Data Visualizations Help Teachers Identify Attention in Classroom Video Review?

Keyword:

classroom observation, artificial intelligence, load reduction principles, and teacher dashboards

Creator:

McReynolds, Andrew

Advisor:

Whitehill, Jacob Richard, Ottmar, Erin R, and Shaw, Stacy

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-04-27

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Learning Sciences & Technologies
Neural Networks Models for Multi-Attribute Assessment of Fine Grained Wound Images

Creator:

Liu, Ziyang

Advisor:

Agu, Emmanuel O.

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-05-04

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science
Deep Multiple-Instance Learning for Stable Attribute Classification in Classroom Video

Creator:

Wang, Jiani

Advisor:

Whitehill, Jacob Richard

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-05-05

Resource Type:

Thesis

Degree:

MS
Learning From Small Samples: A Machine Learning Model of Belief Polarization

Keyword:

Machine Learning, Resource-Rational Analysis, and Belief Polarization

Creator:

Kim, David

Advisor:

Reichman, Daniel

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-12-15

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science
Educational Data Mining toward Personalized Tutoring: Exploration of Facial Behaviors, Thermal Comfort, and Relevant Content Search

Creator:

Jiang, Han

Advisor:

Whitehill, Jacob Richard

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-08-01

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
An Empirical Study of Domain Adaptation: Are We Really Learning Transferable Representations?

Keyword:

Domain Adaptation and Transfer Learning

Creator:

Josselyn, Nicholas

Advisor:

Zhang, Ziming and Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-10-10

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Toward Improving Effectiveness of Crowdsourced, On-Demand Assistance From Authors in Online Learning Platforms

Keyword:

Crowdsourcing, On-demand assistance, and Online education

Creator:

Haim, Aaron

Advisor:

Heffernan, Neil

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-04-12

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science
Compositional Embeddings and Their Applications in Speaker Diarization

Creator:

Li, Zeqian

Advisor:

Whitehill, Jacob Richard

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-07-11

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science

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Aung, Arkar Min1
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Worcester Polytechnic Institute33

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