김명석 교수 (Prof. Myung Suk Kim)

 

      : 서강대학교 경영대학 교수, 비즈니스 애널리틱스 분야 (2006~현재)

               인공지능 빅데이터 이노베이션 MBA (AI MBA) 과정 주임교수 (2020~현재) 

      : 미국 Texas A&M 대학 통계학 박사, 석사 

               서강대학교 경영학 학사

연구  분야: 예측 모델링(에너지 수요/ 가격, 항공 지연, 재난 리스크)

                소비자 행동분석(재구매, 소비자 적대감)

                네트워크 기반 영향력 연구(인적 역량, 네트워크 포지션, 시장 지배력, 사회적 영향)

                효율성 분석(SFA)

      : 경영통계/ 시계열 예측/ 통계분석방법론/ 다변량 분석/ 연구 통계방법론

               인공지능활용 비즈니스모델링/ 인공지능 응용실습/ 인공지능 미니프로젝트

               텍스트 마이닝/ 웹데이터 수집과 텍스트 분석/ 웹데이터분석 응용사례

               계량 경영경제/ 빅데이터 분석/ 데이터 마이닝

주요  경력: 미국 Rutgers 뉴저지 주립 대학 방문교수 (2015)

                미국 JP Morgan Chase 은행 시계열 모델링 애널리스트 (2005~2006)

                서강대학교 일반대학원 경영학과 주임교수 (2013~2015)

                삼성전자 공과대학 빅데이터 강의 (2017~2018)

수상  실적: 미국 Fulbright 방문학자 선정 (2015)

                 MBA 강의 우수상 (2010, 2011, 2012, 2014, 2021)

                경영학부 강의평가 최우수 교원 (2019)

                탐구공동체 지도교수 대상(인사이트, 2026; IOLO, 2024)

산학  협력: MG 미래금융포럼 위원 (2024~현재)

                 금융기관 스트레스 테스트/ 금융기관 인공지능 활용사례/ 원부자재 가격 예측/ 신제품 수요 예측 등

동아리 지도: 경영 데이터사이언스 학회 "인사이트" (2019~현재) 

Google Scholar:

Research@SOGANG 


 



 Current Status

  Full Professor

  • Sogang Business School, Sogang University (2006.09 ~ current)

  • Director of Artificial Intelligent Big Data Innovation MBA program (2020.03~current)



 Education

  Ph.D. in Statistics, Texas A&M University (2002 .08~ 2005.08)

  • M.S. in Statistics, Texas A&M University (2000.08 ~ 2002.08) 

  • B.A., Business Administration, Sogang University (1991.02 ~ 1997.08) 



 Areas of Interest 

  • Research: Forecasting (Energy, Airport Congestion)

                    Risk Measurement (Natural Disaster)

                    Statistical Modelling for Business Data

                    Computational Statistics 

                    Environmental Statistics


   •  Teaching: Business Statistics (2006 ~ current): Undergraduate

                     Text Mining (2020 ~ current): AIMBA

                     Predictive Analytics: Forecasting (2020 ~ current): AIMBA/ Pro-MBA

                     AI practice and application (2022 ~ current): AIMBA

                     Statistical Methodology (2006): Graduate

                     Statistical Data Analysis for Business (2008 ~ 2013):  

                      Applied Multivariate Data Analysis (2008/ 2010/ 2014): Graduate

                     Statistical Analysis using Excel (2008/ 2009/ 2011)
                      Service Science Research Method II (2010)     

                      Statistical Methods for Risk Management (2011)   

                      Time Series Data Analysis and Forecasting (2011 ~ current): Undergraduate/ Graduate

                      Econometrics for Business (2017): Graduate

                      Big Data Analysis (2017)

                      Data Mining (2017)

                      Web Data Analysis Programming (2018, 2019, 2021): Pro-MBA

                      Web Data Analysis Application (2018, 2022): Pro-MBA

                     



 Experiences 

  Visiting Faculty 

        Bloustein School of Planning and Public Policy 

        Rutgers, The State University of New Jersey (2015.08 ~ 2016.02) 

  • Assistant / Associate Professor
        Sogang Business School, Sogang University (2006.09 ~ 2015.08)

  • Director

      Department of Business Administration, Sogang Graduate School (2013.08~2015.07)

  Adjunct Faculty 

        Global Service Management Department

        Service Systems Management & Engineering (SSME) Department

        Sogang Business School, Sogang University (2009.04 ~ 2015.07)

  Statistical Model Analyst, A.V.P.
        Time Series Modeling Team, JP Morgan Chase & Co., Columbus, Ohio, USA.  

         (2005.10 ~ 2006.08)

   Graduate Research Assistant
      Department of  Statistics, Texas A&M University (2002.09 ~ 2005.08)

   •  Teaching (Big Data Analysis)

       Samsung Institute of Technology, Korea (2017.03~2019.02)

   



 Awards

  Albert Nelson Marquis Lifetime Achievement Award Nominee (2017, 2018, 2019)

  Marquis Who's Who in the World Nominee (2016, 2018, 2019, 2021)

  • Top 100 Educators by International Biographical Center, Cambridge, England (2016)

  • Fulbright Visiting Faculty Scholarship (2015) 

   Teaching Excellence Award

      - Business School/ Pro-MBA: Best Teaching Award (2021)

      - Business School/ Undergraduate: Best Teaching Award (2019)

      - Business School/ SIMBA: Best Teaching Award (2012)

      - SIMBA/ PhD: Statistical Data Analysis, Sogang Business School (2014.03)

      - SIMBA/ PhD: Time Series Data Analysis and Forecasting, SBS (2012.03)  

      - Pro-MBA: Statistical Data Analysis, SBS (2011.09) 

      - SIMBA/ PhD: Statistical Data Analysis, SBS (2011.03) 

      - SIMBA/ PhD: Applied Multivariate Data Analysis, SBS (2010.09) 

 

 
   Award of Appreciation, University of Newcastle (2012.11)

   Meakyung Best Paper Award, MaeKyung Newspaper Group (2011.08)

   Research Excellence Faculty, Sogang University (2008/ 2010/ 2012)



Research Grants


Korea Social Enterprise Promotion Agency (2017)

Korea National Research Foundation (2016)

Korea Sanhak Foundation (2010)



Academic Association Affiliation

  International Society

  American Statistical Association

  Institute for Operations Research and the Management Sciences (INFORMS)
  Society for Risk Analysis
  International Institute of Forecasters

 • International Association for Energy Economics

   Korean Society

  Korea Society of Management Information Systems
  Korean Academic Society of Business Administration
  Korean Insurance Academic Society
  • Korean Operations Research Management Science
  Korea Intelligent Information System Society
  Korean Statistical Association 
  Korea Logistics Research Association



Services


  

 Administration Services

   • Director of Sogang Macro Business Education Center (2017.02 ~ 2019.2)
    • Head, Department of Business Administration, Sogang University Graduate School

      (2013.08 ~ 2015.07) 

    • Operating Committee Member, Sogang Business School (2017~2018, 2013~ 2015)

    • Field Chair for Management Science, LSOM, MIS at Sogang Business School (2013.08 ~ 2015.07)
    • AACSB Committee Member, Sogang Business School (2014, 2016, 2017)

    • Creative Korea (CK) Operating Committee Member, SBS (2017 ~ 2018, 2014 ~ 2015)

    • Committee Member, Sogang Sustainable Business Ethics Research Institute (2015.03 ~ 2015.07)
    • Library Committee Member, Sogang University (2007.09 ~ 2009.10)
    • Brain Korea (BK) 21 TFT Member, Sogang Business School (2007.03 ~ 2009.02)
    • BK 21 Committee Member, Sogang Business School (2009, 2011~2013)  
    • Annual Evaluation Committee Chair, World Class University (WCU), SBS (2010 ~ 2013)
    • Operating Committee Member, GSM (SSME in the past) Dept., Sogang Business School (2010 ~ 2014)
    • Committee Member at Student Self Program Major (Advancement of College Education), 

      Sogang University (2011~2012)

 

Academic Association Services

   • Reviewer Board Member, Applied Sciences  (2020~2021)

    • Coordinating Editor, Information Systems Frontiers (2012~2013)   

    • Editorial Board Member, Daehan Society of Industrial Management (2017~2018)

    • Referee:

               Research Policy (2021)

               Journal of Air Transportation Management (2017)

               Journal of Forecasting (2016)

               International Journal of Production Economics (2015~2016)          

               European Journal of Operational Research (2014~2015)

               Journal of Risk Model Validation (2015)

               Journal of Operational Research Society (2011~2014)

               Expert Systems with Applications (2013)

               International Transactions on Electrical Energy Systems (2013~2014, 2016)

   • Session Chair (Heavy tails and long memory) at Joint Statistical Meeting, San diego, USA (2012)
   • Session Chair (Probability and Statistical Modeling) at KORMS, Seoul, Korea (2016)

   • Session Chair (Banking Risk Management) at KORMS, Seoul, Korea (2017)

 

Projects/ Program Services

    • Associate Director, Social Enterprise Leader Program, Sogang Business School (2017, 2018)

    • Associate Director, Global Internship Frontier Team-project (GIFT) Program, 

      Sogang Business School (2014)

    • Associate Director, Sogang-SK Social Enterprise Internship Program, 

      Sogang Business School (2014)

    • Mentor, Global Leadership Program, Sogang University (2014)

    • Associate Director, Sogang-Maekyung Big Data Experts Training Course,

      Sogang Business School (2014)

    • Associate Director, Business School Internship Program, LINC, Sogang University (2014) 

    • Associate Director, KB Risk Management Experts Training Course, 

      Sogang Business School (2010~2011) 

    • Business Consulting for Sogang Language Program (2008~2009) 
    • Project for Sogang Intelligence Quotient, Sogang University (2009~2010)

 

 Other Services

   • KAIT Data Analysis Competition Committee Member (2021 ~ current)

   • KAIA Evaluation Committee Member (2016 ~ current)

   NIPA Evaluation Committee Member (2020 ~ current)

   • IITP Evaluation Committee Member (2018 ~ current)

   • KDI Economics Monitoring Member (2007 ~ 2020)

   • Civil Service Examiner, Korean Government & Congress (2014, 2016, 2020)