معرفی
Yong Seog Kim is a Professor in the Department of Data Analytics and Information Systems at Utah State University's Huntsman School of Business. His primary research focuses on decision support systems and the development of data mining algorithms for feature selection, clustering, and streaming data analysis, with applications in customer relationship management, e-commerce, and computational finance.
Education:
- Ph.D., Management Information Systems, University of Iowa
- M.A., Computer Science, University of Iowa
- M.A., Economics, Yonsei University
- B.A., Economics, Yonsei University
Research Focus: Dr. Kim's interdisciplinary work bridges data science and applied domains. He specializes in predictive modeling for business optimization, social dynamics simulation, and inclusive systems design, particularly for populations with disabilities. His methodological innovations include agent-based simulations for crowd evacuation and novel clustering techniques for high-dimensional data.
Publication Trends: His recent work demonstrates a strong emphasis on practical applications of analytics in diverse sectors including agriculture, transportation safety, financial regulation, and disability services. Methodologically, his articles showcase advanced techniques in machine learning, simulation modeling, and knowledge graph construction.
Recognition:
- Outstanding Graduate Mentor of the Year (2021)
Academic Leadership: Dr. Kim mentors graduate students and leads courses in Data Mining and Visual Analytics. His work with the Analytics Solutions Center facilitates industry-academia partnerships.
