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Start Over Year 2023 Committee Member Amulya Yadav Keyword machine learning Access Level open_access

1. AI in Education: Effective Machine Learning Methods To Improve Data Scarcity and Knowledge Generalization

open_access
Open Access
Author:
Shen, Jia Tracy
Title:
AI in Education: Effective Machine Learning Methods To Improve Data Scarcity and Knowledge Generalization
Graduate Program:
Information Sciences and Technology (PHD)
Keywords:
AI
machine learning
education
BERT
nlp
Deep Generative models
time series
model generalization
transfer learning
knowledge generalization
transformer
LSTM
File:
Download AIinED_Dissertation_final_submission.pdf
Committee Members:
Dongwon Lee, Chair & Dissertation Advisor
C Lee Giles, Major Field Member
Amulya Yadav, Major Field Member
Rebecca Passonneau, Outside Unit & Field Member
Jeffrey Bardzell, Program Head/Chair