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Filtering by: Advisor Heffernan, Neil Keyword Deep Learning

NITELITE: Studying Student Language and Teacher Feedback Through Explanation and Asynchronous Collaboration

Keyword:

Open Responses, Machine Learning, Word Embeddings, Deep Learning, Mathematics, and Natural Language Processing

Creator:

Erickson, John A.

Advisor:

Heffernan, Neil

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-05-04

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Developing Automated Audio Assessment Tools for a Chinese Language Course

Keyword:

Audio Data, Natural Language Processing, Machine Learning, Automated Grading, and Deep Learning

Creator:

Varatharaj, Ashvini

Advisor:

Heffernan, Neil

Publisher:

Worcester Polytechnic Institute

Date Created:

2020-08-04

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science
Towards Personalized Learning using Counterfactual Inference for Randomized Controlled Trials

Keyword:

Deep Learning, student modeling, sequence autoencoder, counterfactual inference, and treatment effects

Creator:

Zhao, Siyuan

Advisor:

Heffernan, Neil

Publisher:

Worcester Polytechnic Institute

Date Created:

2018-04-26

Resource Type:

Dissertation

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