Yong Seog Kim

Professor

Department(s):
  • Data Analytics and Information Systems

Yong Seog Kim

Education

Ph. D., MIS, University of Iowa
MA, Computer Science, University of Iowa
MA, Economics, Yonsei University
BA, Economics, Yonsei University

Interactions

Research Area(s)

Decision support systems (DSS), data mining, and customer relationship management (CRM).

Biography

Dr. Yong Seog Kim is an assistant professor in the Data Analytics & Information Systems Department at Utah State University.  His primary research interests are decision support systems (DSS) and the development of data mining algorithms for feature selection, clustering, ensemble methods, and streaming data analysis.  He is also interested in applying data mining algorithms to real-world problems including customer relationship management (CRM), e-commerce, and computational finance and economics.

Journal Articles

Academic Journal

  • Manley, M., Kim, Y., Christensen, K., Chen, A., (2016). Airport Emergency Evacuation Planning: An Agent-based Simulation Study of Dirty Bomb Scenarios. IEEE Transactions on Systems, Man and Cybernetics: Systems, 46:10, 1390-1403. doi: 10.1109/TSMC.2015.2497213
  • Sharifi, M.S, Stuart, D., Christensen, K., Chen, A., Kim, Y., Chen, Y., (2015). Analysis of walking speeds involving individuals with disabilities in different indoor walking environments. Journal of Urban Planning and Development , doi: 10.1061/(ASCE)UP.1943-5444.0000288
  • Lee, J., Cho, H., Kim, Y., (2015). Estimating the effects of agility criterion and order allocation strategy in multi-criteria supplier selection. Expert Systems with Applications, 42:3, 1136-1148.
  • Moon, S., Park, Y., Kim, Y., (2014). The impact of text product reviews on sales. European Journal of Marketing, 48:11/12, 2176-2197.
  • Lee, S., Kim, Y., Suh, E., (2014). Structural health assessment of Communities of Practice (CoPs). Journal of Knowledge Management, 18:6, 1198-1216.
  • Koo, J., Kim, B., Kim, Y., (2014). Estimating the effects of mental disorientation and physical fatigue in a semi-panic evacuation. Expert Systems with Applications, 41:5, 2379–2390.
  • Kwag, S., Kim, Y., (2013). Stock price predictability of financial ratios and macroeconomic variables: A regulatory perspective. Industrial Engineering and Management Systems, 12:4, 406-415.
  • Ryu, S., Chen, A., Kim, Y., (2013). Investigating travel time reliability measures in toll design problem. Asian Transport Studies, 2:3, 253-268.
  • Kim, Y., Tran, V., Johnson, J., (2013). Assesing the ripple effects of viral marketing among users on the social network with trust and distrust metrics. Expert Systems with Applications, 40:9, 3500-3511.
  • Kim, Y., Lee, H., Johnson, J., (2013). Churn management optimization via sequential quadratic programming with controllable marketing variables and associated management costs. Expert Systems with Applications, 40:6, 2198-2207.
  • Ryu, S., Chen, A., Kim, Y., (2013). Investigating travel time reliability measures in toll design problem. Asian Transport Studies Journal, 2:3, 253-268.
  • Kim, Y., Kwag, S., (2013). Identifying green IT leaders quantitatively and qualitatively. Industrial Engineering and Management Systems, 12:2, 118-129.
  • Koo, J., Kim, Y., Kim, B., Christensen, K., (2013). A comparative study of evacuation strategies for people with disabilities in high-rise building evacuation. Expert Systems with Applications, 40:2, 408-417.
  • Kim, Y., (2012). Toward successful management of vocational rehabilitation services program for people with disabilities: A data mining approach. Industrial Engineering and Management Systems, 11:4, 371–384.
  • Kim, Y., Moon, S., (2012). Measuring the success of churn management models built on churn probability, retention probability, and expected yearly revenues. Expert Systems with Applications, 39:14, 11718–11727.
  • Kim, N., Jung, K., Lee, J., Kim, Y., (2012). Uniformly subsampled ensemble (USE) for churn management: Theory and implementation. Expert Systems with Applications, 39:15, 11839–11845.
  • Manley, M., Kim, Y., (2012). Exitus: Agent-based evacuation simulation for individuals with disabilities in a large sport arena. International Journal of Intelligent Information Technologies, 8:2, 1-13.
  • Manley, M., Kim, Y., (2012). Modeling emergency evacuation of individuals with disabilities (exitus): An agent-based public decision support system. Expert Systems with Applications, 39:9, 8300-8311.
  • Koo, J., Kim, Y., Kim, B., (2012). Estimating the impact of residents with disabilities on the evacuation in a high-rise building: A simulation study. Simulation Modeling Practice and Theory Journal, 24, 71-83.
  • Lee, H., Kim, Y., Lee, Y., Cho, H., Im, K., (2011). Mining churning behaviors and developing retention strategies based on a partial least square (PLS) model. Decision Support Systems, 52:1, 207-216.
  • Ji, Z., Kim, Y., Chen, A., (2011). Multi-objective α-reliable path finding in stochastic networks with correlated link costs: A simulation-based multi-objective genetic algorithm approach (SMOGA). Expert Systems with Application, 38:3, 1515–1528.
  • Kim, Y., (2011). Multi-objective clustering with data- and human-driven metrics. Journal of Computer Information Systems, 51:4, 64-73.
  • Manley, M., Kim, Y., Christensen, K., Chen, A., (2011). Modeling emergency evacuation of individuals with disabilities in a densely populated airport. Transportation Research Record: Journal of the Transportation Research Board, 2206:1, 32-38.
  • Montero, J.D, Kim, Y., Johnson, J., (2010). A Rapid Mapping Conversion Methodology to a Commercial-Off-The-Shelf System. Journal of Computer Information Systems, 50:4, 57-66.
  • Kim, Y., (2009). Streaming association rule mining with a weighted order-dependent representation of Web navigation patterns. Expert Systems with Application, 36:4, 7933-7946.
  • Kim, Y., (2009). Boosting and measuring the performance of ensembles for successful database marketing. Expert Systems with Application, 36:2, 2161-2176.
  • Kim, Y., (2007). Maximizing sellers' welfare in online auction by simulating bidders' proxy bidding agents. Expert Systems with Application, 32:2, 289–298.
  • Kim, Y., (2007). Weighted order-dependent clustering and visualization of Web navigation patterns. Decision Support Systems, 43:4, 1630-1645.
  • Kim, Y., Street, N., Menczer, F., (2006). Optimal ensemble construction via meta-evolutionary ensembles. Expert Systems with Application, 30:4, 705-714.

Book Chapters

    Technical Reports

    Other Reports

      An asterisk (*) at the end of a publication indicates that it has not been peer-reviewed.

      Teaching

      MIS 6110 - Workshop, Fall 2020
      MIS 6500 - Data Mining, Spring 2020
      MIS 2100 - Principles of Management Information Systems, Spring 2020
      MIS 2100 - Principles of Management Information Systems, Fall 2019
      MIS 6110 - Workshop, Fall 2019
      MIS 6500 - Data Mining, Spring 2019
      MIS 2100 - Principles of Management Information Systems, Spring 2019
      MIS 2100 - Principles of Management Information Systems, Fall 2018
      MIS 6110 - Workshop, Fall 2018
      MIS 6500 - Data Mining, Spring 2018
      MIS 2100 - Principles of Management Information Systems, Spring 2018
      MIS 2100 - Principles of Management Information Systems, Fall 2017
      MIS 6110 - Workshop, Fall 2017
      MIS 2100 - Principles of Management Information Systems, Fall 2016
      MIS 2100 - Principles of Management Information Systems, Fall 2016
      MIS 6900 - IS Development, Spring 2016
      MIS 6110 - Workshop, Spring 2016
      MIS 2100 - Principles of Management Information Systems, Fall 2015
      MIS 2100 - Principles of Management Information Systems, Fall 2015
      MIS 6900 - IS Development, Spring 2015
      MIS 5900 - Systems Design and Implementation, Spring 2015
      MIS 5910 - Systems Design Laboratory, Spring 2015
      MIS 6110 - Workshop, Spring 2015
      MIS 5900 - Systems Design and Implementation, Fall 2014
      MIS 5910 - Systems Design Laboratory, Fall 2014
      MIS 6900 - IS Development, Spring 2014
      MIS 6110 - Workshop, Spring 2014
      MIS 2100 - Principles of Management Information Systems, Fall 2013
      MIS 2100 - Principles of Management Information Systems, Fall 2013
      MIS 6120 - Business Information Systems Development, Spring 2013
      MIS 2100 - Principles of Management Information Systems, Spring 2013
      MIS 2100 - Principles of Management Information Systems, Fall 2012
      MIS 2100 - Principles of Management Information Systems, Fall 2012
      MIS 6120 - Business Information Systems Development, Spring 2012
      MIS 6330 - Database Implementation, Spring 2012
      MIS 2100 - Principles of Management Information Systems, Fall 2011
      MIS 2100 - Principles of Management Information Systems, Fall 2011
      MIS 6330 - DATABASE IMPLEMENT, Spring 2011
      MIS 6120 - INFO SYSTEMS DEV, Spring 2011
      MIS 6200 - BUS DATA COMM SYSTEM, Fall 2010
      MIS 2100 - PRINCIPLES OF MIS, Fall 2010
      MIS 6120 - , Spring 2009
      MIS 5300 - ADVANCED DATA COMM, Spring 2009
      MIS 6120 - INFO SYSTEMS DEV, Spring 2009
      MIS 5300 - ADVANCED DATA COMM, Fall 2008
      MIS 6700 - IS STRAT/E-COMMERCE, Fall 2008
      MIS 5300 - ADVANCED DATA COMM, Spring 2008
      MIS 6120 - INFO SYSTEMS DEV, Spring 2008
      MIS 5300 - Advanced Data Communication, Fall 2007
      MIS 6700 - IS strategy for E-commerce, Fall 2007
      MIS 5300 - ADVANCED DATA COMM, Spring 2007
      MIS 6120 - INFO SYSTEMS DEV, Spring 2007
      MIS 6120 - INFO SYSTEMS DEV, Fall 2006
      MIS 6700 - IS STRAT/E-COMMERCE, Fall 2006
      MIS 5650 - ADV WEB DEVELOPMENT, Spring 2006
      MIS 6120 - INFO SYSTEMS DEV, Spring 2006
      MIS 6700 - IS STRAT/E-COMMERCE, Fall 2005
      MIS 6700 - IS STRAT/E-COMMERCE, Fall 2005
      MIS 5650 - ADV WEB DEVELOPMENT, Spring 2005
      MIS 6650 - ADV WEB DEVELOPMENT, Spring 2005
      MIS 3330 - DATABASE MANAGEMENT, Spring 2005
      MIS 6700 - IS STRAT/E-COMMERCE, Fall 2004
      MIS 2450 - SPREADSHEETS/DATABASE, Fall 2004
      MIS 5650 - ADV WEB DEVELOPMENT, Spring 2004
      MIS 6650 - ADV WEB DEVELOPMENT, Spring 2004
      MIS 3330 - DATABASE MANAGEMENT, Spring 2004
      MIS 6700 - IS STRAT/E-COMMERCE, Fall 2003
      MIS 6700 - IS STRAT/E-COMMERCE, Fall 2003
      MIS 5650 - ADV WEB DEVELOPMENT, Spring 2003
      MIS 6650 - ADV WEB DEVELOPMENT, Spring 2003
      MIS 2450 - SPREADSHEETS/DATABASE, Spring 2003
      MIS 2450 - SPREADSHEETS/DATABASE, Spring 2003
      MIS 6700 - IS STRAT/E-COMMERCE, Fall 2002
      MIS 2450 - SPREADSHEETS/DATABASE, Fall 2002