1. Name Disambiguation in Academic Publications Open Access Author: Treeratpituk, Pucktada Title: Name Disambiguation in Academic Publications Graduate Program: Information Sciences and Technology Keywords: digital librariesmachine learningentity resolution File: Download puck-msthesis.pdf Committee Members: C Lee Giles, Thesis Advisor/Co-AdvisorPrasenjit Mitra, Thesis Advisor/Co-AdvisorDongwon Lee, Thesis Advisor/Co-AdvisorMadhu Reddy, Thesis Advisor/Co-Advisor
2. AI in Education: Effective Machine Learning Methods To Improve Data Scarcity and Knowledge Generalization 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: AImachine learningeducationBERTnlpDeep Generative modelstime seriesmodel generalizationtransfer learningknowledge generalizationtransformerLSTM File: Download AIinED_Dissertation_final_submission.pdf Committee Members: Dongwon Lee, Chair & Dissertation AdvisorC Lee Giles, Major Field MemberAmulya Yadav, Major Field MemberRebecca Passonneau, Outside Unit & Field MemberJeffrey Bardzell, Program Head/Chair
