popup zone

황경태교수
  • 연락처
    (02)2260-3708
  • E-mail
    kthwang@dongguk.edu
  • 교수연구실
    경영관 L510호
  • 최종 학력
    Ph.D. : State University of New York at Buffalo, 1991 (Management Information Systems)
  • 세부 연구분야
    IT 서비스관리, IT거버넌스, 정보시스템 통제· 감사
  • 학사학위 과정
    BBA : Yonsei University, 1983 (Applied Statistics)
  • 석사학위 과정
    MBA : George Washington University, 1986 (Management Information Systems)
  • 박사학위 과정
    Ph.D. : State University of New York at Buffalo, 1991 (Management Information Systems)
  • 담당 과목
    IT 서비스관리, IT거버넌스, 정보시스템 통제· 감사
  • 경력
    • 1994.9~Present : Professor, Department of MIS, School of Business Administration, Dongguk University
    • 1987.1~1990.12 : Lecturer, State University of New York at Buffalo
  • 연구업적
    A. [Learning & Pedagogical Research]





    § Textbooks: "Information Technology", 2004















    C. [Discipline-Based Scholarship]













    § "Local Emergency Response Planning", 2010, MKE





    § "National Disaster PreventioA. [Learning & Pedagogical Research]





    - (with Vijay Sethi & C. Pegels), "Information Technology and Organizational Performance: A Critical Evaluation of Computerworld's Index of Information Systems Effectiveness", Information and Management, Vol. 25, 1993, pp. 193-205.





    - (with C. Pegels, H.R. Rao, & V. Sethi), "Electronic Data Interchange Systems - State-of-the-Art", Journal of Systems Management, Vol. 44, No. 12, December 1993, pp. 12-15.





    - "Evaluating the Adoption of EDI", Journal of MIS Research, Vol. 5, No. 1, June 1995, pp. 86-111.





    - "Evaluating the Implementation Success of Electronic Data Interchange Systems", Journal of Dongguk University, Vol. 34, 1995, pp. 29-58.





    - "IT Governance: Overview", 2002 Asia-Pacific CACS Post-Conference Workshop Proceedings, September 2002.





    - (with B.S. Shin & D. Amoroso), "Evaluating e-Business Models from Cross-Cultural (Korea vs. US) Perspective", Journal of Information Technology Applications and Management, Vol. 11, No. 1. March 2004, pp. 83-100.





    - (with E.Y. Kim), "ITSM Guidelines for Korean Public Sector", 2nd Japan itSMF Conference, July 2005.





    - (with B.S. Shin & K.J. Kim), "Ubiquitous Computing-Driven Business Models: An Analytical Structure and Empirical Validations", Journal of Information Technology Applications and Management, Vol. 12, No. 4, December 2005, pp. 105-121.





    - "Recognition of CISA in Korea", 2006 ISACA Asia Leadership Conference, September 2006.





    - "Status of International Standardization for IT Governance", itSMF Japan Conference, August 2007.





    - "Beyond ITSM – A Case Study of a Korean Company", itSMF Japan Conference, August 2008.





    - (with J.H. Lee and S.H. Juhn), "New Development of Advanced ITG Framework", 2009 Hawaii International Conference on System Sciences, January 2009.





    -





    B. [Contribution to Practice]





    - "EDI Usage of U.S Government - Federal Procurement", Journal of Information Trends, Vol. 2, No. 19, October 1995, pp. 19-34.





    - "EDI and Information Strategy", EDI Post, December 1995, pp. 66-69.





    - "Current Status and Future Directions of Korea Trade Network, KTNet", Journal of Dongguk Business School, Vol 19, 1995, pp. 221-243.





    - "Effective Adoption and Diffusion of EDI in Public Sector", Journal of Dongguk University, Vol. 35, 1996, pp. 61-100.





    - "Current Status and Future Directions of CALS/EC in Korea", Journal of Dongguk Business School, Vol. 20, 1996, pp. 357-380.





    - (with E. Kim), "A Study on the Diffusion of CALS", Proceedings of KMIS 96 Fall Conference, December 13, 1996, pp. 581-594.





    - (with O.H. Kwon), "Study on the Pricing of the Data Center Outsourcing", The Transactions of the Korea Information Processing Society, Vol. 4, No. 6, June 1997, pp. 1401-1417.





    - "A Study on the implementation of Internet EDI", Journal of Dongguk Business School, Vol. 22, 1998, pp. 229-246.





    - (with N.J. Choi & J.D. Kim), "Frameworks for Analyzing Issues Related to Electronic Commerce",Proceedings of IT Application, November 1998, pp. 319-333.





    - (with N.J. Choi & J.D. Kim), "Strategies of Electronic Commerce to Increase Competitiveness", Proceedings of IT Application, November 1998, pp. 319-333.





    - (with N.J. Choi & J.D. Kim), "Frameworks for Developing International Strategy related to Electronic Commerce", Proceedings of KMIS 98 Fall Conference, November 1998, pp. 219-230.





    - "A Study on the Development and Futures of Next Generation EDI", Proceedings of KMIS 98 Fall Conference, November 1998, pp. 195-206.





    - (with N.J. Choi & J.D. Kim), "A Study on the Current Status and Strategies of Electronic Commerce in Korea", Journal of CALS/EC, Vol. 3, No. 2, March 1999, pp. 17-35.





    - (with C.Y. Kang), "A Study on the Quality Level and Educational Satisfaction of Occupational Training Course for the Unemployed", Journal of Dongguk University, Vol. 38, 1999, pp. 85-112.





    - (with D.J. Kim), "Critical Success Factors of DB Marketing", Journal of Dongguk Business School, Vol. 23, 1998, pp.





    - "A Study on the Comparison of the Next Generation EDI Technologies", Journal of CALS/EC, Vol. 4, No. 1, January 2000, pp.





    - "Basic Concepts of IT Governance", Information Systems Audit and Control, June 2002, Vol. 14, pp. 54-57.





    - "Development of the Information Systems Audit and Control Area", Information Security 21C, December 2001, pp. 89-94.





    - "Needs and Approach for Implementing Information Systems Audit and Control Mechanism", Information Systems Audit and Control, June 2001, Vol. 13, pp 27-31.





    - "Model Curriculum for Information Systems Audit", Information Systems Audit and Control, June 2001, Vol. 12, pp. 10-18.





    - "A Case Study on the SM Outsourcing for Software Process Improvement", Proceeding of the Korea MIS Society, September 2001, pp. 143-156.





    - "A Methodology for Effective Information Resource Management: CobiT", Management and Computer, March 2000, pp. 250-252.





    - "Basic Concepts and Cases of Information Systems Audit/Control Maturity Model (CobiT)", Proceedings of the Korea SI Conference, September 2002, pp. 209-214.





    C. [Discipline-Based Scholarship]





    - "A Case Study on the Information Systems Audit of a Bank", Transactions of the Korea Information Processing Society, June 2002, Vol. 9-D, pp. 467-476.





    - (with K.R. Park & D. Jung), "A Study on Resistance to the Adoption of ERP Systems", Journal of Information Technology Applications and Management, Vol. 10, No. 1, March 2003, pp. 47-59.





    - (with K.C. Nam & H.S. Kim), "A Case Study on the Information Systems Operations and Maintenance", Journal of Information Technology Applications and Management, Vol. 11, No. 3, September 2004, pp. 77-87.





    - "Basic Concepts of IT Governance", Local Informatization Magazine, May 2005, pp. 106-109.





    - "Adoption Status of ITSM in Korea", Journal of IT Service Management, Vol. 1, October 2005, pp.14-15.





    - "An Analysis of ITSM Adoption in Korea", Proceedings of 2005 Korea SI Conference, November 2005, pp. 215-227.





    - (with H.B. Shin), "A Longitudinal Study on the e-Business Models of Korea and US", Journal of Information Technology Applications and Management, Vol. 13, No. 3, September 2006, pp. 108-127.





    - (with H.S. Shin), "An Empirical Study on Facilitators and Inhibitors of the Information Systems Outsourcing in Korean Hospital", Information Systems Review, Vol. 8, No. 3, pp. 21-38.





    - (with K.S. Yoon), "A Case Study on Implementation of ITSM using 6 Sigma Technique Focused on Service Desk", Journal of Information Technology Applications and Management, Vol. 14, No. 3, September 2007, pp. 1-14.





    - (with J.S. Kim), "A Study on the Improvement of Network Security Systems Based on Critical Success Factors for Systems Development", Journal of Information Technology Applications and Management, Vol. 14, No. 4, December 2007, pp. 121-138. Criteria Research",2010 , NEMA





    § "Effective Modeling on Disaster Resource Allocation", 2008.06, Disaster Prevention





    Journal of Korea





    - "Research on Effective KMS implementation", 2007. 06 International e-Business





    - "Disaster of Telecommunication", 2006. 02.01 Korea Telecommunication Journal
정덕훈교수
  • 연락처
    (02)2260-3825
  • E-mail
    duke@dongguk.edu
  • 교수연구실
    경영관 L502호
  • 최종 학력
    Ph.D.: Major in Information Management at George Washington University, USA
  • 세부 연구분야
    정보통신
  • 학사학위 과정
    BBA: Major in Management Science at The University of Georgia, USA
  • 석사학위 과정
    MS Major in Information Technology at George Washington University, USA
  • 박사학위 과정
    Ph.D.: Major in Information Management at George Washington University, USA
  • 담당 과목
    정보통신
  • 경력
    • 1997. 03 ~ Present: Professor, Dongguk Business School
    (Teaching courses: Information Technology, MIS, Data Communication )
  • 연구업적
    A. [Learning & Pedagogical Research]





    § Textbooks: "Information Technology", 2004















    C. [Discipline-Based Scholarship]













    § "Local Emergency Response Planning", 2010, MKE





    § "National Disaster Prevention Criteria Research",2010 , NEMA





    § "Effective Modeling on Disaster Resource Allocation", 2008.06, Disaster Prevention





    Journal of Korea





    - "Research on Effective KMS implementation", 2007. 06 International e-Business





    - "Disaster of Telecommunication", 2006. 02.01 Korea Telecommunication Journal
김인재교수
  • 연락처
    (02)2260-3842
  • E-mail
    ijkim@dongguk.edu
  • 교수연구실
    L511
  • 최종 학력
    University of Nebraska at Lincoln, MIS Ph. D. (1992.01-1996.08)
  • 세부 연구분야
    기술수용, 소프트웨어품질, 조직블로그 응용, 정보전략
  • 학사학위 과정
    서울대학교 산업공학 학사 (1979.03-1983.02)
  • 석사학위 과정
    KAIST, 경영과학 M.S. (1983.03-1985.02)
  • 박사학위 과정
    University of Nebraska at Lincoln, MIS Ph. D. (1992.01-1996.08)
  • 담당 과목
    비즈니스 인텔리전스, 프로젝트관리론, 데이터베이스 디자인, 정보기술, 경영정보학
  • 경력
    -동국대학교 경영정보학과 교수 (1998.03-현재)
    -University of South Carolina at Columbia 방문교수 (2007.03-2008.02)
    -한남대학교 경영학과 조교수 (1997.3-1998.2)
    -LG전자 중앙연구소 전산실 개발팀장/주임연구원 (1985.01-1991.12)
  • 연구업적
    -Journal Articles

    -"A Study of Influencing Factors Upon Using C4I Systems: The Perspective of Mediating variables in a Structured Model," Asia Pacific Journal of Information Systems, Vol. 19, No. 2(2009), pp. 73~94, (with Chong-Man Kim).

    -"The Effects of Web Based Distance Learning upon Learning Achievement: The Moderating Effects of System Interactions," The Journal of Information Systems, Vol. 18, No. 2(2009), pp. 111-126, (with Wee-Joon Park, Wan-Young Go, Yeon-Jung Lee).

    -"Patterns and Characteristics of Organizational Blogs in Korea: An Exploratory Approach, DAEHAN Journal of Business," Vol. 21, No. 4(2008), pp. 1421~1441, (with Ji-Seon Yang).

    -"The Patterns of Mobile Internet Service for Post PCs in Ubiquitous Computing," The Journal of Korea Society of IT Services, Vol. 6, No. 3(2007), pp. 179-193, (with Hyoung-Seop Shim and Min-Ho Jung).

    -"Wireless Internet Services in Korea: What Makes Them Flourish?" Telecommunications Review, Vol. 17, No. 4(2007), pp. 660-669, (with Sung-Joon Yoon).

    -"The Role of Exogenous Factors in Technology Acceptance: The Case of Object-Oriented Technology," Information & Management, Vol. 43, No. 4(2006), pp. 469-480, (with Sang M. Lee, Shang-Geun Rhee, and Silvana Trimi).

    -"The SPI Factors Affecting on Organizational Maturity Level: The Perspectives of Organizational Members and Assessment Types," Vol. 16, No. 4(2006), pp. 179-193, (with Jae Wook Yoon and Yong Bum Jun).

    -"The Effects of Software Process Improvement on Organizational Performance," The Journal of the Korean Operations Research and Management Society, Vol. 31, No. 1, (2006), pp. 37-53 (with Jae Wook Yoon).

    -"An Application of Hybrid Technology Acceptance Model to Object-Oriented Computing," Korean Management Review, Vol. 33, No. 3, (2004), pp. 741-767 (with Shang-Geun Rhee).

    -"Does cost matter: How customer adopts the fee-based online contents services?," The Korean Journal of Information Systems, Vol. 13, No. 1, (2004), pp. 121-134 (with Jong-Gil Choi, Soon-Goo Hong, and Sang-Guen Lee).

    -"Affecting Factors on Commercialization of Virtual Community: The Perspective of Purchasing Intention," The Korean Journal of MIS Research, Vol. 14, No. 2, (2004), pp. 151-172 (with Jong-Ok Lee, and Kyung-Mi Chung).

    -"A Study on Escalation of Commitment Behavior in Software Projects: The Perspective of Cultural Differences," The Korean Journal of Information Technology Application & Management, Vol. 11, No. 2, (2004), pp. 1-14 (with Hyoung-Seop Shim, and Jong-Eun Kim).

    -"The Effects of Structured Methods on Object Orientation: A Knowledge Interference Perspective," The KIPS Transaction: Part D, Vol. 9-D, No. 5, (2002), pp. 859-864 (with Duke-Hoon Jeong).

    -"An Empirical Study on Decision Roadmap for Right Mix of Clicks & Mortars: The Case of Korean Traditional Companies," The Journal of the Korean Operations Research and Management Society, Vol. 27, No. 1, (2002), pp. 95-106 (with Kyung-Tae Hwang, and Hong-Gu Ji).

    -"A Study of the Technology Acceptance of Object-Oriented Computing: The Case of Technology Acceptance Model," The Korean Journal of MIS Research, Vol. 10, No. 2, (2000), pp. 1-22.

    -"An Empirical Study on the Factors Affecting the Acceptance of Wireless Internet Services," Korean Information System Review, Vol. 3, No. 1, (2001), pp. 83-101 (with Jung-Woo Lee).

    -"The Affecting Factors on the Adoption of Object-Oriented Computing: The Case of Programming and Personal Innovativeness," The Korean Journal of Information Systems, Vol. 10, No. 1, (2000), pp. 243-255.

    -"Affecting Factors on the Technology Adoption of Object Orientation," The Korean Journal of Information Systems, Vol. 8, No. 2, (1999), pp. 49-67.



    -Professional Papers Published in Proceedings

    -"An Analysis of Influential Factors for RFID System Adoption," Proceedings, The Korean Society of Management, 2008 (with Goo-Beum Shin).

    -"An Analysis of Structured Equation Models' Applications in the Areas of Technology Acceptance and Product Purchase," Proceedings, The Korea Society of Management Information Systems, 2009 (with Hyoung-Seop Shim, and Kuem-Young Min).

    -"A Meta-analysis of Technology Acceptance and Product Purchase Behaviors," Proceedings, The Korean Society of Management, 2009 (with Hyoung-Seop Shim, and Kuem-Young Min).

    -"The Effects of e-Learning Systems on Learning Achievement: The Perspective of System Interactions," Proceedings, The Korea Society of Management Information Systems, 2008, CD-version (with Yeon Jeong Lee).

    -"SPI Factors Affecting Organizational Performance: The Perspective of Mediating Effects of Organizational Maturity Level," Proceedings, The Korea Society of Management Information Systems, 2008, CD-version (with Kyung Hwan Seol).

    -"Government Website Accessibility: Comparison between Korea and the United States," Proceedings, Pan-Pacific Conference XXIII (with Soon Goo Hong).

    -"Empirical Analysis on the Relationship between the Performance of Organizational Units and Software Process Improvement," Proceedings, The Indian Society for Quality, 2004 ((with Jae-Wook Yoon).

    -"The Methodologies for Behavioral MIS: The Perspectives of Technology Acceptance Model and Structured Equation Model," Proceedings, The Korea Society of Management Information Systems, 2004, pp. 891-892.

    -"Hybrid Analysis on the Relationship between the Performance of Organizational Units and Software Process Improvement, Proceedings, Fudan University(China), 2004, pp. 22-29.

    -"The 2nd Asian Network for Quality Congress, Proceedings, Indian Society for Quality (India), 2004, pp. 102-112.

    -"Assessment Models for Software Development Processes: The Trends of CMM and SPICE," Proceedings, The Korea Society of IT Services, 2003, pp. 707-742.

    -"The Study on the Effect of Software process Improvement on Organization Performance," Proceedings, The Korea Society of IT Services, 2003, pp. 339-347 (with Jae-Wook Yoon).

    -"Assessment Models for Software Development Processes," Proceedings, The Korea Database Society, 2003, pp. 29-102.

    -"A Study on Escalation of Commitment Behavior in Software Development," Proceedings, The Korea Database Society, 2003, pp. 429-439 (with Hyung-Seop Shim, and Jong-Eun Kim).

    -"Assessment Models for Software Development Processes: The CMM and SPICE Perspectives, the Korea Society of Management Information Systems, 2002, pp. 920-948 (with Jae-Wook Yoon).

    -"Influencing Factors on the User Acceptance of Wireless Internet Services, Proceedings, Pan-Pacific Conference, 2002, pp. 201-203.

    -"An Empirical Study of Technology Acceptance: The Perceived Behavioral Control Perspective, Proceedings, The Society of China Office Automation, 2000, pp. 23-35.

    -"A Study of the Technology Adoption of Object-Oriented Computing," Proceedings, The Korea Society of Management Information Systems, 1998, pp. 539-548.

    -"An Empirical Test of Technology Acceptance Model: The Case of Object-Oriented Computing," Proceedings, The Korean Operations and Management Science Society, 1998, pp. 32-39.

    -"Applications of Expert Systems in Manufacturing Area, Proceedings, Pan-Pacific Conference, 1998, pp. 38-40(with Shin-Chul Kang)

    -"The Effects of Previous Experience in Using Structured Methods and Personal Innovativeness on the Adoption of Object Orientation: An Empirical Study in the US," Proceedings, The Korea Society of Management Information Systems, 1996, pp. -.

    -"The Effects of Individual Experiences in Programming on Adoption of Object Orientation," Proceedings, Pan-Pacific Conference, 1996, pp. 447-449(with Sang M. Lee)

    -"A Comprehensive Framework for Classifying Software Engineering Technologies: A Three Dimensional Approach," Proceedings, Decision Sciences Institute, 1996, pp.203-211.
김경재교수
  • 연락처
    (02)2260-3324
  • E-mail
    kjkim@dongguk.edu
  • 교수연구실
    경영관 L504호
  • 최종 학력
    Ph.D. : KAIST (Management Information Systems)
  • 세부 연구분야
    데이터마이닝 응용, 고객관계관리, 전사적자원관리
  • 학사학위 과정
    BBA : Chung-Ang University
  • 석사학위 과정
    ME : KAIST (Management Information Systems)
  • 박사학위 과정
    Ph.D. : KAIST (Management Information Systems)
  • 담당 과목
    데이터마이닝 응용, 고객관계관리, 전사적자원관리
  • 경력
    • 2003 ~ Present : Associate Professor, Dongguk Business School
  • 연구업적
    § Peer Reviewed Journal (Peer reviewed journal articles):





    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.

    Ahn, H., Kim, K., & Han, I., "A case-based reasoning system with the two-dimensional reduction technique for customer classification", Expert Systems with Applications, Vol.32, No.4, pp. 1011-1019, 2007.

    Ahn, H, & Kim, K., "Multiclass SVM model with order information", International Journal of Fuzzy Logic and Intelligent Systems, Vol.6, No.4, pp.331-334, 2006.

    Ahn, H., Kim, K., & Han, I., "Hybrid genetic algorithms and case-based reasoning systems for customer classification", Expert Systems, Vol.23, No.3, pp. 127-144, 2006.

    Kim, K., "Artificial neural networks with evolutionary instance selection for financial forecasting", Expert Systems with Applications, Vol. 30, No. 3, pp. 519-526, 2006.

    Ahn, H., Kim, K., & Han, I., "Location-based advertisement recommendation model for customer relationship management under the mobile communication environment", The Journal of MIS Research, Vol.16, No.4, pp. 239-254, 2006.

    Ahn, H., Kim, K., & Han, I., "Bond rating model for Korean companies using multiclass support vector machines",The Journal of Management Research, Vol. 35, No. 5, pp.1479-1496, 2006. (In Korean)

    Ahn, H., Han, I., & Kim, K., "Product recommender systems using hybrid association and classification model", Information Systems Review, Vol.8, No.1, pp.181-201, 2006. (In Korean)

    Kim, K., Ahn, H., & Han, I., "Optimization of case-based reasoning systems using genetic algorithms: Applications to Korean stock market", The Journal of MIS Research, Vol.16, No.1, pp.71-84, 2006. (In Korean)

    Kim, K., & Kim, B.K., "Product recommender systems for online shopping market using data mining techniques",Journal of Korea Intelligent Information Systems Society, Vol.11, No.1, 2005. (In Korean)

    Ahn, H., Kim, K., & Han, I., "Customer classification model suing support vector machines", Journal of Korea Intelligent Information Systems Society, Vol.11, No.3, 2005. (In Korean)

    Kim, K., & Ahn, H., "Web-based intelligent recommender systems using advanced data mining techniques", Journal of Information Technology Applications & Management, Vol. 12, No.3, pp.41-56, 2005. (In Korean)

    Kim, K., & Ahn, H., "Hybrid Case-based Reasoning and Genetic Algorithms Approach for Customer Classification", International Journal of Maritime Information and Communication Sciences, Vol.3, No.4, pp.209-212, 2005.

    Kim, K., "Toward global optimization of case-based reasoning systems for financial forecasting", Applied Intelligence, Vol. 21, No. 3, pp. 239-249, 2004.

    Kim, K., "Artificial neural networks with feature transformation based on domain knowledge for the prediction of stock index futures", Intelligent Systems in Accounting, Finance & Management, Vol. 12, No. 3, pp. 167-176, 2004.

    Kim, K. & Lee, W.B., "Stock market prediction using artificial neural networks with optimal feature transformation", Neural Computing & Applications, Vol. 13, No. 3, pp. 255-260, 2004.

    Kim, K., "Financial forecasting using support vector machines", Neurocomputing, Vol. 55, No. 1-2, pp. 307-319, 2003.

    Kim, K. & Han, I., "Application of a hybrid genetic algorithm and neural network approach in activity-based costing", Expert Systems with Applications, Vol. 24, No. 1, 73-77, 2003.

    Oh, K.J. & Kim, K., "Analyzing stock market tick data using piecewise nonlinear model", Expert Systems with Applications, Vol. 22, No. 3, pp. 249-255, 2002.

    Chun, S.H., Kim, K. & Kim, S.H., "Chaotic analysis of predictability versus knowledge discovery techniques: case study of the Polish stock market", Expert Systems, Vol. 19, No. 5, pp. 264-272, 2002.

    Oh, K.J. & Kim, K., "Piecewise nonlinear model for financial time series forecasting with artificial neural networks", Intelligent Data Analysis: An International Journal, Vol. 6, No. 2, pp. 175-185, 2002.

    Kim, K. & Han, I., "Maintaining case-based reasoning systems using a genetic algorithms approach", Expert Systems with Applications, Vol. 21, No. 3, pp. 139-145, 2001.

    Kim, K. & Han, I., "The extraction of trading rules from stock market data using rough sets", Expert Systems, Vol. 18, No. 4, pp. 194-202, 2001.

    Kim, K. & Han, I., "Genetic algorithms approach to feature discretization in artificial neural networks for the prediction of stock price index", Expert Systems with Applications, Vol. 19, No. 2, pp. 125-132, 2000.















    § Publications in Refereed Books and Monographs





    Ahn, H., Kim, K., & Han, I., "Global optimization of support vector machines using genetic algorithms", Lecture Notes in Computer Science, Vol. 4234, pp.420-429, 2006.

    Kim, K. & Ahn, H., "Using clustering genetic algorithm to support customer segmentation for personalized recommender systems", Lecture Notes in Artificial Intelligence, Vol. 3397, pp. 409-415, 2005.

    Ahn, H., Kim, K. & Han, I., "Hybrid genetic algorithms and case-based reasoning systems", Lecture Notes in Computer Science, Vol. 3314, pp. 922-927, 2004.







    § Books (Scholarly books):

    Seo, Y., Park, J., Kim, J., Lee, K., Kim, K., Management Information Systems on e-Business Era, Hankyung Publishing, Seoul, Korea, 2007. (In Korean)

    Kim, S., Kim, K., Kim, C.S., Kim, M., Kim, Y.S., Customer Relationship Management in Ubiquitous Computing Era, Hyungseol Publishing, Seoul, Korea, 2004. (In Korean)
남기환조교수
  • 연락처
    (02)2260-3841
  • E-mail
    namkh@dongguk.edu
  • 교수연구실
    L429
  • 최종 학력
    Ph.D., Korea Advanced Institute of Science and Technology (KAIST)
  • 세부 연구분야
    Artificial Intelligence (AI), Business Analytics & Business Intelligence & Big Data Analytics, Recommender system, Computer Vision, NLP (Natural Language Processing)
  • 학사학위 과정
    B.A., Yonsei University
  • 석사학위 과정
    M.S., Korea University
  • 박사학위 과정
    Ph.D., Korea Advanced Institute of Science and Technology (KAIST)
  • 경력
    Assistant Professor, Information Systems, Business School, Dongguk University, 2020-present
    Adjunct Professor, College of Business, Korea Advanced Institute of Science and Technology (KAIST), 2019-present
  • 연구업적
    [Working Paper]
    Ghose, A., Lee, H., Nam, K., and Oh, W. "Nudges vs. Sludges: Randomized Field Experiments on the Evaluation of Behavior-Influencing Mechanisms in E-Commerce," Revise & Resubmit at Journal of Marketing Research.

    Lee, H., and Nam, K.* "When Machine Vision Meets Human Fashion: Effects of Human Intervention on the Efficacy of CNN-Driven Recommender Systems in Online Fashion Retail," Revise & Resubmit at Production and Operations Management. (*Corresponding Author)

    Seong, N., Nam, K.* and Lee, B. "More than words: The effect of communication style on Initial Coin Offering success," Revise & Resubmit at Information & Management. (*Corresponding Author)

    Nam, K.*, Choi, K. and Shin, H. "Customer Behavior Analysis in Online and Offline Multi-channel Environment," Revise & Resubmit at Electronic Commerce Research and Applications. (*Corresponding Author)

    Kim, D., Nam, K.*, Oh, W., and Son, Y. "Taking Action on Inaction: A Randomized Field Experiment on the Efficacy of Dual Learning-Driven Recommender Systems," MIS Quarterly, Under review. (*Corresponding Author)

    Kim, J., Seong, N., and Nam, K.* "Better than Humans? The Challenge of AI in Creative Tasks: A Randomized Field Experiment on Fashion Styling" Management Science, Under review. (*Corresponding Author)

    Chad, H., Choi, A., and Nam, K.* "The Power of Makeup? Unveiling the Effect of Influencer-generated Content in Beauty Industry Unveiling the Effect of Bare-face Revelation in Beauty Product Advertising," Journal of Marketing Research, Under review. (*Corresponding Author)

    Nam, K., Oh, H., Oh, W*, and Seong, N. "Frame of Mind: A Validation of Attraction Effects in Recommender Systems Through A Randomized Field Experiment," In preparation for submission to MIS Quarterly.

    [Publications]
    Kyeong, N., and Nam, K.* 2022. Mechanism Design for Data Reliability Improvement through Network-Based Reasoning Model, Expert Systems with Applications, 205, 117660. (*Corresponding Author)

    Lee, D., Nam, K.* Han, I. and Cho, K. 2022. From Free to Fee: Monetizing Digital Content through Utility-based Business Rule Analytics, Information & Management, 59(6), 103681. (*Corresponding Author)

    Nam, K.* 2022. Conversion Paths of Online Consumers: A Sequential Pattern Mining Approach, Expert Systems with Applications, 202, 117253. (*Corresponding Author)

    Seong, N., and Nam, K.* 2022. Forecasting Price Movements of Global Financial Indices using Complex Quantitative Financial Networks, Knowledge-Based Systems, 235, 107608. (*Corresponding Author)

    Seong, N., and Nam, K.* 2021. Predicting Stock Movements based on Financial News and Market Segmentation, Expert Systems with Applications, 164, 113988. (*Corresponding Author)

    Nam, K., and Seong, N.* 2021. "A Study on Influencing Factors for Customer Satisfaction and the Continuing Use of Social Network Services in Financial Industry," Enterprise Information Systems, 15(3), pp. 395-419.

    Im, K., Nam, K.* and Cho, H. 2020. "Towards successful business model management with analytic network process-based feasibility evaluation and portfolio management," Electronic Markets, 30, pp. 509-523. (*Corresponding Author)

    Nam, K., and Seong, N.* 2019. "Financial news-based stock movement prediction using causality analysis of influence in the Korean stock market," Decision Support Systems, 117, pp. 100-112.

    Park, J., and Nam, K.* 2019. "Group Recommender System for Store Product Placement," Data Mining and Knowledge Discovery, 33(1), pp. 204-229. (*Corresponding Author)

    Nam, K.*, and Park, M. 2018. "Improvement of an Optimal Bus Scheduling Model based on Transit Smart Card Data," Transport, 33(4), pp. 981-992. (*Corresponding Author)

    Lee, Y., and Nam, K.* 2021. "Impact of impulsiveness on mobile banking usage: Moderating effect of credit card use and mediating effect of SNS addiction," Journal of Intelligent and Information Systems, 27(3), pp. 113-137. (*Corresponding Author)

    Na, H., and Nam, K.* 2020. "Application of diversity of recommender system according to user preference change," Journal of Intelligent and Information Systems, 26(4), pp. 67-86. (*Corresponding Author)

    Seong, N., and Nam, K.* 2019. "Predicting stock movements based on financial news with systematic group identification," Journal of Intelligent and Information Systems, 25(3), pp. 1-17. (*Corresponding Author)

    Choi, K., and Nam, K.* 2019. "Analysis of shopping website visit types and shopping pattern," Journal of Intelligent and Information Systems, 25(1), pp. 85-107. (*Corresponding Author)

    Shin, H., and Nam, K.* 2018. "The Effect of Online Multiple Channel Marketing by Device Type," Information Systems Review, 20(4), pp. 59-78. (*Corresponding Author)

    Nam, K., and Seong, N.* 2018. "Prediction of a hit drama with a pattern analysis on early viewing ratings," Journal of Intelligent and Information Systems, 24(4), pp. 33-49.

    Seong, N., and Nam, K.* 2018. "Online News-based Stock Price Forecasting considering Homogeneity in the Sector," Journal of Intelligent and Information Systems, 24(2), pp. 1-19. (*Corresponding Author)

    Park, J., and Nam, K.* 2017. "A User based Collaborative Filtering Recommender System with Recommendation Quantity and Repetitive Recommendation Considerations," Information Systems Review, 19(2), pp. 71-94. (*Corresponding Author)

    Joe, Y., and Nam, K.* 2017. "SKU Recommender System for Retail Stores that Carry Identical Brands using Collaborative Filtering and Hybrid Filtering," Journal of Intelligent and Information Systems, 23(4), pp. 77-110. (*Corresponding Author) [Best Paper Award]

    Seong, N., and Nam, K.* 2017. "Combining macro-economical Effects with Sentiment Analysis for Stock Index Prediction," Entrue Journal of Information Technology, 16(2), pp. 41-54. (*Corresponding Author)

    [Conference Proceedings & Presentations]

    Bless or Curse: Impact of Algorithmic Trading Bots Invasion on the Cryptocurrency Market.” with Kanghyun Cho, International Conference on Information Systems (ICIS) 2022.

    Bless or Curse: Impact of Algorithmic Trading Bots Invasion on the Cryptocurrency Market.” with Kanghyun Cho, Statistical Conference in E-Commerce Research (SCECR) 2022.

    “Deep learning for financial distress prediction considering individual effect and complex system.” Special Interest Group on Knowledge Discovery and Data Mining (SIGKDD) Machine Learning in Finance Workshop [KDD MLF] (2021).

    “Neural recommender system considering user homogeneity.” Special Interest Group on Knowledge Discovery and Data Mining (SIGKDD) Machine Learning for Consumers and Markets Workshop [KDD MLCM] (2021).

    "Better than Humans? AI challenge in Creative Tasks: Randomized Field Experiment on AI Recommender Systems," with Jooyoung Kim, and Nohyoon Seong, 2020 INFORMS Data Science Workshop, November, 2020.

    "Deep learning for financial distress prediction considering individual effect and complex system," with Nohyoon Seong, 2020 INFORMS Data Science Workshop, November, 2020.

    "Predicting stock movements based on financial news with systematic group identification," with Nohyoon Seong, 2020 INFORMS Data Science Workshop, November, 2020.

    "Straight-up or Made-up? The Impact of Bare-Face Exposure on Cosmetics Sales in Influencer Marketing," with Angela Choi, and Chad Ho, Conference on Information Systems and Technology(CIST 2020), November, 2020.

    "The Economics of Nudges and Sludges: Randomized Field Experiments on the Evaluation of Behavior-Influencing Mechanisms in E-Commerce," with Heeseung Andrew Lee, Anindya Ghose, and Wonseok Oh, Conference on Information Systems and Technology(CIST 2020), November, 2020.

    "A "Falsely-Framed" Choice: A Randomized Field Experiment on the Attraction Effects in Recommender Systems," with Hyelin Oh, Wonseok Oh, and Nohyoon Seong, Conference on Information Systems and Technology(CIST 2020), November, 2020.

    "Better than Humans? AI challenge in Creative Tasks: Randomized Field Experiment on AI Recommender Systems," with Jooyoung Kim, and Nohyoon Seong, Conference on Information Systems and Technology(CIST 2020), November, 2020.

    "Context-Dependent Preferences and Image-Based Deep-Learning Recommendations," with Wonseok Oh, and Heeseung Lee, Workshop on Information Systems and Economics (WISE 2019), Munich, December, 2019.

    "The Effects of User Competitions on Sustained Use of M-health Application," with Junetae Kim, and Kanghyun Cho, International Conference on Health Data and Information Services, December, 2019.

    "On the Equilibrium between Machine Bias and Human Advice: The Economics of CNN-based Product Recommendation," with Wonseok Oh, and Heeseung Lee, AI Workshop, December, 2019.

    "A "Falsely-Framed" Choice: A Randomized Field Experiment on the Attraction Effects in Recommender Systems" with Wonseok Oh, Nohyoon Seong, and Hyelin Oh, Information Systems Review Society, November, 2019. [Best Paper Award].


    [Published Patents]

    Nam, K., and Kim, M., Data Security Maintenance Method for Data Analysis Application, 10-2017-0133720, Mar. 2019.

    Nam, K., Im, K. and Seong, N., Apparatus for moving makeup video section through learning, 10-2020-0098829, August. 2020.

    Nam, K., and Kim, M., “Data Security Maintenance Method for Data Analysis Application”, US 11,263,338 B2, Mar. 2022.