Agent-based modeling and simulation of the emotional and behavioral dynamics of human civilians during emergency situations

被引:5
作者
机构
[1] Higher Institute of Management of Tunis, Optimization Strategies and Intelligent Information Engineering Laboratory, Le Bardo
来源
| 1600年 / Springer Verlag卷 / 8732期
关键词
Appraisal; Emergencies; Emotional dynamics; Human behavior;
D O I
10.1007/978-3-319-11584-9_18
中图分类号
学科分类号
摘要
Agent based social simulations are becoming prevailing tools in the context of human behavior studies. Researchers in psychology, cognitive science and neuroscience have proved the prominent role of emotion on cognition and behavior. Particularly, during emergency situations, human emotional dynamics have a major effect on behavior. In this context, we aim to study the role of emotions in reproducing human-like emotional civilian agents. The objective of the current research work is to model and to simulate human emotional dynamics and their effect on the behaviors of civilians in emergencies. In this article, we describe an emotional agent model that integrates a computational model of emotions. Agent perceptions are subject to a cognitive appraisal process to generate agent emotions. These have an effect on the generation of agent behavior. © Springer International Publishing Switzerland 2014.
引用
收藏
页码:266 / 281
页数:15
相关论文
共 25 条
  • [1] Aydt H., Lees M., Luo L., Cai W., Low M.Y.H., Kadirvelen S.K., A Computational Model of Emotions for Agent-Based Crowds in Serious Games, IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, pp. 72-80, (2011)
  • [2] Belhaj M., Kebair F., Ben Said L., A Computational Model of Emotions for the Simulation of Human Emotional Dynamics in Emergency Situations, J. Comput. Theory Eng, 6, pp. 227-233, (2014)
  • [3] Ortony A., Clore G.L., Collins A., The Cognitive Structure of Emotions, (1988)
  • [4] Galea E.R., Owen M., Lawrence P.J., Computer Modelling of Human Behaviour in Aircraft Fire Accidents, Toxicology, 115, pp. 63-78, (1996)
  • [5] Helbing D., A Fluid Dynamic Model for the Movement of Pedestrians, Complex Syst, 6, pp. 391-415, (1992)
  • [6] Helbing D., Molnar P., Social Force Model for Pedestrian Dynamics, (1998)
  • [7] Pan X., Han C.S., Dauber K., Law K.H., A Multi-Agent Based Framework For the Simulation of Human and Social Behaviors During Emergency Evacuations, Ai Society, 22, pp. 113-132, (2007)
  • [8] Zaharia M.H., Leon F., Pal C., Pagu G., Baykara N., Mastorakis N., Agent-Based Simulation of Crowd Evacuation Behavior, WSEAS International Conference on Mathematics and Computers in Science and Engineering, pp. 529-533, (2009)
  • [9] Pelechano N., Brien K.O., Silverman B., Badler N., Crowd Simulation Incorporating Agent Psychological Models, Roles and Communication, International Workshop on Crowd Simulion, pp. 21-30, (2005)
  • [10] Zoumpoulaki A., Avradinis N., Vosinakis S., A Multi-agent Simulation Framework for Emergency Evacuations Incorporating Personality and Emotions, SETN 2010. LNCS, 6040, pp. 423-428, (2010)