학력/연구활동

• KAIST 공학박사 (경영정보시스템)
• KAIST 공학석사 (경영정보시스템)
• 중앙대학교 경영학 학사

학술 및 대외활동

• Associate Editor, The KIPS Transactions: Part D (2012~Present)
• Associate Editor, Journal of Intelligence and Information Systems (2012~Present)
• Associate Editor, Information Systems Review (2010~Present)
• Associate Editor, Journal of Information Technology Application & Management (2009~Present)
• Associate Editor, Journal of Korean Institute of Intelligent Systems (2007~Present)
• Editorial Advisory Board Member, The Open Artificial Intelligence Journal (2009~Present)
• Associate Editor, International Journal of Fuzzy Logic and Intelligent Systems (2009~2010)
• Managing Editor, Asia Pacific Journal of Information Systems (2007~2008)
• Associate Editor, Journal of Korea Intelligent Information Systems Society (2006~2008)
• Associate Editor, Journal of Korea Information Processing Society (2007)

Awards & Honors
• The Second Best Paper Award of the Korea Intelligent Information Systems Society, Seoul, Korea, Dec., 2011.
• The Best Paper Award of the Year, Asia Pacific Journal of Information Systems, Nov., 2011.
• The Best Researcher of the Year, The Dongguk University Alumni Association, May, 2011.
• Listed on Man of the Year 2011 (ABI, American Biographical Institute)
• The most cited paper in the research area of "Financial Time Series Forecasting", Thomson Reuters ScienceWatch, Sep., 2009.
• Listed on IBC Top 100 Educators 2009.
• Listed on IBC 2000 Outstanding Intellectuals of the 21st Century, 2009~2011.
• Listed on Marquis Who's Who in the World, 2008~2011.


Organization of International Societies, Conferences, and Workshops
• International Program Committee Member, 2011 International Joint Conference on Service Management and Innovation using IT
• Chief Vice-president, Korea Intelligent Information Systems Society (2010)
• International Program Committee Member, 2007 International Conference on Convergence Information Technology

연구분야

• 데이터마이닝 응용
• 고객관계관리
• 전사적자원관리

대표논문

Kim, K., & Ahn, H., "Simultaneous optimization of artificial neural networks for financial forecasting", Applied Intelligence, Forthcoming. 

 

Shin, K., & H., Kim, K., "Evolving profitable trading rules with genetic algorithms", Information Jorunal, Forthcoming.

 

Kim, K., & Ahn, H., "A corporate credit rating model using multi-class support vector machines with an ordinal pairwise partitioning approach", Computers & Operations Research, Vol. 39, No. 8, pp. 1800-1811, 2012.

 

Kim, K., & Ahn, H., "Optimization of support vector machines for financial forecasting", Journal of Intelligence and Information Systems, Vol. 17, No. 4, pp. 241-254, 2011.

 

Kim, K., & Ahn, H., "Collaborative filtering with a user-item matrix reduction techniques for recommender systems", International Journal of Electronic Commerce, Vol. 16, No. 1, pp. 113-135, 2011.

 

Kim, K., & Ahn, H., "Customer level classification model using ordinal multiclass support vector machines", Asia Pacific Journal of Information Systems, Vol. 20, No. 2, pp. 23-37, 2010.

 

Heo, J., Kim, K., & Han, I., "Market timing using rough set analysis", Journal of Intelligence and Information Systems, Vol. 16, No. 3, pp. 77-97, 2010. (In Korean)

 

Lee, S., & Kim, K., "Using case-based reasoning for the design of controls for Internet-based information systems", Expert Systems with Applications, Vol. 36, No. 3, pp. 5582-5591, 2009.

 

Ahn, H., & Kim, K., "Corporate bond rating using several multi-class SVMs", Asia-Pacific Journal of Information Systems, Vol.19, No.2, pp. 157-178, 2009. (In Korean)

 

Ahn, H., & Kim, K., "Bankruptcy prediction modeling with hybrid case-based reasoning and genetic algorithms approach", Applied Soft Computing, Vol. 9, No.2, pp. 599-607, 2009.

 

Kim, K., & Ahn, H., "User-Item Matrix Reduction Technique for Personalized Recommender Systems", Journal of Information Technology Application & Management, Vol.16, No.1, pp. 97-113, 2009. (In Korean)

 

Ok, J., & Kim, K., "Integrated corporate bankruptcy prediction model using genetic algorithms", Journal of Intelligence and Information Systems, Vol. 15, No. 4, pp. 99-121, 2009. (In Korean)

 

Ahn, H., & Kim, K., "Global optimization of case-based reasoning for breast cytology diagnosis", Expert Systems with Applications, Vol. 36, No. 1, pp. 724-734, 2009.

 

Ahn, H., Kim, K., & Han, I., "Using genetic algorithms to optimize nearest neighbors for data mining", Annals of Operations Research, Vol. 163, No.1, pp. 5-18, 2008.

 

Kim, K., & Ahn, H., "A recommender system using GA K-means clustering in an online shopping market", Expert Systems with Applications, , Vol.34, No.2, pp. 1200-1209, 2008.

 

Lee, S. & Kim, K., "Factors affecting the implementation success of Internet-based information systems", Computers in Human Behavior, Vol.23, No.4, pp. 1853-1880, 2007.