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
Link To Document :
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