Research Interests
Behavioral Finance in Empirical Asset Pricing
Individual behavioral biases also influence in their financial decision making process!
Biases: Overconfidence / Loss Aversion / Representative / Mental Accounting / Disposition Effect / etc.
e.g.) Disposition Effect: Individuals are more likely to sell winning assets sooner and hold on to losing assets longer
Investments & Corporate Events: Event Study (IPOs, SEOs, earnings announcements, and etc.)
Can we explain the response to such events in stock market-level / firm-level / individual-level?
Machine Learning, NLP in relation to Finance, Economics, Management, Behavioral biases
AI and individual behavioral biases
Adoption of AI or NLP in Finance and Economics
Personal Finance
Retirement Planning, Asset Management, etc.
Individual survey data
Interdisciplinary Research with Accounting, Economics, Organizational Behavior, Machine Learning, etc.
Current Projects
Interdisciplinary research
Economics and Machine Learning
Sentiment (textual) analysis with Machine Learning on Monetary Policy
Fed Communication & New Articles on Monetary Policy
Examine Responses in Stock and Bond Markets
Behavioral Finance, Organizational Behavior, and Machine Learning
How individuals' behavioral biases are influenced on their decision making processes towards an adoption of AI
Survey-based Experiment Analysis
Accounting, Coporate Finance, and International Management
Labor Investment Efficiency
Institutional Theory: Neo-institutionalism
You are welcome to contact me if you are interested in research internship.
Q. What should I expect if I have no experience in research?
A. You will learn how to read empirical research papers and also learn how to interpret data analysis results.
If you are interested in the Master's program or the Doctoral program in Finance, you are welcome to contact me.
Master's Student
Ngo Dieu Ngoc (2028.02, expected)
Undergraduate Research Interns
Inyoung Choi, School of Business Administration, 2025 ~ current
Brian Yeonjoon Kim, Mathematical Sciences, 2025 ~ current
Master's Student
Nurul Aliah Binti Zainuddin (2025.08)
Yuehan Wu (2025.02)
Hyowon An (2023.02)
Postdoctoral researcher
Injun Hwang (2020.09 ~ 2021.08, Ph.D. in Finance at Korea University)
Jae-hyun Cho (2021.11 ~ 2022.08, Ph.D. in Finance at Jeonbuk National University)
Post-undergraduate Researcher
Junhee Kim (2021 Spring, Master's, Graduate School of Interdisciplinary Management, UNIST)
Haeseon Jung (2022, Master's, Graduate School of Interdisciplinary Management, UNIST), Co-supervised with Prof. Saiah Lee
Minki Kim (2022, Bachelor's, School of Business Administration, UNIST), Co-supervised with Prof. Saiah Lee
Undergraduate Research Interns
Spring / Fall semesters
Summer / Winter breaks
AI Challenger Program AICP (2021, 2022, 2025, 2026) - Joint advisor with Prof. Saiah Lee
Topic: "Economic & Financial Analysis using Natural Language Processing"
Award winner of the "UNIST Pinoneers Festival 2025". News Article (in English) about the festival.
AI Challenger Program AICP (2023) - Joint advisor with Prof. Sang-Ook (Simon) Shin
Topic: "Investment Portfolio Strategy Development using Neural Networks"
AI Challenger Program AICP (2024)
Topic: "Analyzing Business Performance with API, Web Scraping, ChatGPT" - Joint advisor with Prof. Saiah Lee
Topic: "Speaker Recognition Technology for Financial Security" - Joint advisor with Prof. Lu Zhang
Construct a chatbot for a behavioral experimental studies on investor's decision making.
Develop a speaker recognition tool in relation to financial security.
Implement a speaker identification technology to detect if speaking agent is a real person upon user's request on a real-time basis. We expect this will protect people from voice phishing generated by AI.
Award winner (3rd place) of the KB (Kookmin Bank) "6th Future Finance A.I. Challenge", held by one of the largest banks in Korea. News article (in Korean)
Award winner (Favorite Team) of the "UNIST Pinoneers Festival 2024". News Article (in English) about the festival.
Undergraduate Research Internship Program UIRP (2026) - Joint advisor with Prof. Saiah Lee
Topic: "The economic impact of UNIST? Estimating economic impact using Input-Output analysis"