Hi there! I’m dreaming of becoming a Data Scientist, specializing in Recommender Systems. While pursuing undergraduate degree in Economics, I became attracted to research on consumers’ preferences and choices. So, during master's course, I conducted a study on recommender systems, curating items that match consumer preferences. Specifically, I focused on improving performance in constrained environments caused by epistemic uncertainty. Now, I am broadening my research by applying recommender system techniques to solve matching or ranking problem in diverse domains, such as knowledge tracing(KT), point-of-interest(POI), click-through rate prediction(CTR), and beyond.
TOPIC
Matching Problem
Personalization
Information Uncertainty
AI APPLICATION
Recommendation
DATA MINING
Bayesian Deep Learning
B.A. in Economics, 2016.03 - 2023.08
College of Economics & Commerce, Kookmin Univ., South Korea