Papers
Working Papers
Assessing Representation of Identity Groups in Human-Generated and ChatGPT-Generated College Admission Essays
Jinsook Lee, AJ Alvero, Thorsten Joachims, René F. Kizilcec
Journal Articles
(In press) Large Language Models, Social Demography, and Hegemony: Comparing Authorship in Human and Synthetic Text
AJ Alvero, Jinsook Lee, Alejandra Regla-Vargas, René F. Kizilcec, Thorsten Joachims, anthony lising antonio
Journal of Big Data
2024
The Life Cycle of Large Language Models in Education: A Framework for Understanding Sources of Bias
Jinsook Lee, Yann Hicke, Renzhe Yu, Christopher Brooks, René F. Kizilcec
The British Journal of Educational Technology (BJET)
2021
Early Prediction Model of Student Performance Based on Deep Neural Network Using Massive LMS Log Data
Kibum Moon, Jinwon Kim, Jinsook Lee
The Journal of the Korea Contents Association, 21(10), 1-10
Development and Application of an AI-Powered Adaptive Course Recommender System in Higher Education: An Example From K University
Jinsook Lee, Kibum Moon, Suyeon Han, Sukang Lee, Hyejung Kwon, Jaeho Han, Gyutae Kim
Journal of Educational Technology, 37(2), 267-307
2019
An Exploratory Study of Korean Reverse Logistics System for Clothing
Jinsook Lee, Yoon-Jung Lee
Journal of the Korean Society of Clothing and Textiles, 43(1), 138-153
Conference Proceedings
* : co-first authorship
2024
Algorithms for College Admissions Decision Support: Impacts of Policy Change and Inherent Variability
Jinsook Lee*, Emma Harvey*, Joyce Zhou, Nikhil Garg, Thorsten Joachims, René F. Kizilcec
The 4th ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization (EAAMO ‘24)
2023
Augmenting Holistic Review in University Admission using Natural Language Processing for Essays and Recommendation Letters
Jinsook Lee, Bradon Thymes, Joyce Zhou, Thorsten Joachims, René F. Kizilcec
EDI in EdTech R&D workshop at Artificial Intelligence in Education: 24th International Conference (AIED ‘23)
2020
A System for Recommending University Liberal Arts Courses Using Collaborative Filtering
Doohyung Kim, Wooseok Shin, Kiwoong Han, Jinsook Lee, Kibum Moon, Sukang Lee, Suyeon Han, Hyejung Kwon, Seongwon Han
Fall 2020 Conference of Korean Institute of Industrial Engineers
Others (Book chapter, white papers, etc)
(Forth coming) Artificial Communication and Media Realism in College Admissions Sebastian Munoz-Najar Galvez, Jinsook Lee, AJ Alvero, Sheridan Stewart, René F. Kizilcec, Amy Desiderio The Digitized Campus: Artificial Intelligence and Big Data in Higher Education
2023
Fairness Hub Technical Briefs: AUC Gap
Jinsook Lee, Christopher Brooks, Renzhe Yu, and René F. Kizilcec
Fairness Hub Technical Briefs: Overview of Bias Mitigation Strategies
Jinsook Lee, Christopher Brooks, Renzhe Yu, and René F. Kizilcec