• DocumentCode
    2971165
  • Title

    Agent-Based Modeling Approach to a Team Creativity Pattern Analysis Based on Heterogeneity and Network Structure

  • Author

    Choi, Do Young ; Seo, Young Wook ; Lee, Kun Chang

  • Author_Institution
    Dept. of Solution Bus., LG CNS Co., Ltd., Seoul, South Korea
  • fYear
    2011
  • fDate
    12-14 Aug. 2011
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Recently organizations have paid more attention to team creativity as a strategic resource for innovation and performances improvement. The purpose of this research is to find out the evolution pattern of team creativity longitudinally in order to explain how heterogeneity and network structure - degree centrality and structural hole - can affect team creativity. Through the pattern analysis by Agent-Based Modeling (ABM) simulations, it was found that both heterogeneity and network structure - degree centrality and structural hole - positively affect team creativity. Furthermore we also found that degree centrality and structural hole are more effective than heterogeneity in the long term perspective. This research can provide foundation for future research and expand the research coverage on team creativity by conducting longitudinal analysis, while previous researches mainly addressed this topic with cross-sectional approach.
  • Keywords
    innovation management; multi-agent systems; pattern clustering; strategic planning; team working; agent-based modeling; heterogeneity; innovation; longitudinal analysis; network structure; organizational aspect; patterns analysis; performance improvement; strategic resource; team creativity evolution; Analytical models; Collaboration; Organizations; Pattern analysis; Presses; Social network services; Technological innovation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Management and Service Science (MASS), 2011 International Conference on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-1-4244-6579-8
  • Type

    conf

  • DOI
    10.1109/ICMSS.2011.5998592
  • Filename
    5998592