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남기환 (Kihwan Nam)
I am an Assistant Professor in the Management of Technology at Korea University. My research interests center on Artificial Intelligence, with a particular emphasis on Generative AI, Explainable AI, Digital Transformation (DX), Business Analytics, Big Data Analytics, Machine Learning, Computer Vision, Large Language Models (LLMs), Natural Language Processing (NLP), Robo-Advisors, Econometric Models, and Quantitative Marketing. My work is grounded in advanced technical data analysis. My research has been published in leading academic journals, including the Journal of Marketing Research, Decision Support Systems, Knowledge-Based Systems, Expert Systems with Applications, Data Mining and Knowledge Discovery, and Information & Management. In addition to my academic pursuits, I am an experienced data scientist and have made significant contributions to both academia and industry by successfully leading and collaborating on a variety of projects with major international corporations, leveraging theoretical insights to drive practical impact.
E-mail: namkh@korea.ac.kr / namkh@aimtory.com
Address: 145, Anam-ro, Seongbuk-gu, Seoul, Republic of Korea
[Homepage] [LinkedIn] [University] [Company] [Google Scholar] [Orcid] [Portal]
[Artificial Intelligence Beyond Limits Lab]
Academic Experience
Assistant professor, Management of Technology, Korea University
Assistant professor, Management Information Systems, Dongguk University
Industry Experience
Founder, High Technology-based Artificial Intelligence Company, Aimtory
CEO, Artificial Intelligence Solution Company, Basbai[Exit].
Co-founder, Sentience.
Education
Ph.D., Information Systems, Management Engineering, KAIST College of Business.
M.S., Industrial Engineering, Korea University.
B.A., Statistics, Yonsei University.
Research Interests
Artificial Intelligence(AI), Generative AI, Explainable AI, Digital Transformation(DX), Business Analytics, Big Data Analytics, Machine Learning, Computer Vision, LLM(Large Language Model), NLP (Natural Language Processing), LMM(Large Multimodal Model), Robot Advisor, Econometrics Models
Fields
Management Information System, Smart Factory, Healthcare, Financial Market
Award
[Best Paper Award] Recommender System for Retail Stores that Carry Identical Brands, Korea Intelligent Information System Society (2017)
[Best Paper Award] A "Falsely-Framed" Choice: A Randomized Field Experiment on the Attraction Effects in Recommender Systems, Information Systems Review Society (2019)
[Best Paper Nominees] Deep learning for financial distress prediction considering individual effect and complex system, INFORMS Data Science Workshop (2020)
[Award] Big Data Competition, Korea Gas Corporation (2022)
[Award] Big-Star Solution Platform, Startup Promotion Agency (2022)
[Best Researcher Award] International Distinguished Paper Section, Dongguk University (2023)
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