• DocumentCode
    116549
  • Title

    Agent-based simulation research on group emotion evolution of public emergency

  • Author

    Bo Li ; Duoyong Sun ; Zihan Lin ; Chaomin Ou

  • Author_Institution
    Coll. of Inf. Syst. & Manage., Nat. Univ. of Defense Technol., Changsha, China
  • fYear
    2014
  • fDate
    17-20 Aug. 2014
  • Firstpage
    497
  • Lastpage
    502
  • Abstract
    The use of agent based social simulation in computational analysis of public emergency management is becoming a prominent approach in social science research. Due to the complexity of rumor spreading and the radical emotion infecting processes, the results of the group emotion evolution analysis often lose effectiveness, which will affect the control and strategy establishment in emergency management. In this paper, we study the group emotion evolution process with the agent based simulation method. Along the way, the events-chain model is proposed to modeling the over-lapping influence of the temporal successive events. The simulation experiments of correlation events and events-chain model of a real public incident are performed based on the constructed framework. The results show that the group emotion evolution processes of correlation events have different patterns with the single event, and they cannot analyze as two independent events. Meanwhile, the results of real incident show that the events-chain model can simulate the real group response with consistency of the evolution.
  • Keywords
    computational complexity; digital simulation; emergency management; multi-agent systems; public administration; social sciences computing; agent based social simulation; agent-based simulation research; computational analysis; correlation events; events-chain model; group emotion evolution analysis; group emotion evolution process; over-lapping influence; public emergency management; radical emotion infecting processes; real group response; real public incident; rumor spreading complexity; social science research; temporal successive events; Analytical models; Computational modeling; Conferences; Correlation; Data models; Emergency services; Social network services; agent-based simulation; collective emotional evolution; events-chain model; social network emotion contagion;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advances in Social Networks Analysis and Mining (ASONAM), 2014 IEEE/ACM International Conference on
  • Conference_Location
    Beijing
  • Type

    conf

  • DOI
    10.1109/ASONAM.2014.6921632
  • Filename
    6921632