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

Bo Li, Duoyong Sun, Zi-Han Lin, Chaomin Ou
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引用次数: 8

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.
基于agent的突发公共事件群体情绪演化仿真研究
基于agent的社会模拟在公共应急管理计算分析中的应用已成为社会科学研究的一个重要方向。由于谣言传播的复杂性和激进的情绪感染过程,群体情绪演变分析的结果往往失去有效性,从而影响应急管理中的控制和策略制定。本文采用基于智能体的仿真方法研究群体情绪演化过程。在此过程中,提出了事件链模型来模拟时间连续事件的重叠影响。在此基础上进行了相关事件的仿真实验和真实公共事件的事件链模型。结果表明,相关事件的群体情绪演化过程与单一事件具有不同的模式,不能作为两个独立事件来分析。同时,对真实事件的分析结果表明,事件链模型能够较好地模拟真实群体的反应,且具有演化的一致性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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