Agent-based Modelling of Social Emotional Decision Making in Emergency Situations

T. Bosse, M. Hoogendoorn, M.C.A. Klein, A. Sharpanskykh, J. Treur, C.N. van der Wal, A. van Wissen

Research output: Chapter in Book / Report / Conference proceedingChapterAcademicpeer-review

Abstract

Social decision making under stressful circumstances may involve strong emotions and contagion from others. Recent developments in Social Neuroscience have revealed neural mechanisms by which social contagion of cognitive and emotional states can be realised. In this paper, based on these mechanisms, an agent-based computational model is proposed. Furthermore, it is demonstrated how the proposed cognitive model can be transformed into an equivalent behavioural model without any cognitive states. As an application of the model, a computational analysis was performed of patterns in crowd behaviour, in particular by agent-based simulation of a real-life incident that took place on May 4, 2010 in Amsterdam. The results of the model analysis show the inclusion of contagion of belief, emotion, and intention states of agents results in better reproduction of the incident than non-inclusion. © Springer-Verlag Berlin Heidelberg 2013.
LanguageEnglish
Title of host publicationCo-evolution of Intelligent Socio-technical Systems: Modelling and Applications in Large Scale Emergency and Transport Domains
PublisherSpringer/Verlag
Pages79-117
Number of pages39
ISBN (Print)9783642366130
DOIs
Publication statusPublished - 2013

Publication series

NameUnderstanding Complex Systems
ISSN (Print)1860-0832
ISSN (Electronic)1860-0840

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Decision making

Cite this

Bosse, T., Hoogendoorn, M., Klein, M. C. A., Sharpanskykh, A., Treur, J., van der Wal, C. N., & van Wissen, A. (2013). Agent-based Modelling of Social Emotional Decision Making in Emergency Situations. In Co-evolution of Intelligent Socio-technical Systems: Modelling and Applications in Large Scale Emergency and Transport Domains (pp. 79-117). (Understanding Complex Systems). Springer/Verlag. https://doi.org/10.1007/978-3-642-36614-7_5
Bosse, T. ; Hoogendoorn, M. ; Klein, M.C.A. ; Sharpanskykh, A. ; Treur, J. ; van der Wal, C.N. ; van Wissen, A. / Agent-based Modelling of Social Emotional Decision Making in Emergency Situations. Co-evolution of Intelligent Socio-technical Systems: Modelling and Applications in Large Scale Emergency and Transport Domains. Springer/Verlag, 2013. pp. 79-117 (Understanding Complex Systems).
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Bosse, T, Hoogendoorn, M, Klein, MCA, Sharpanskykh, A, Treur, J, van der Wal, CN & van Wissen, A 2013, Agent-based Modelling of Social Emotional Decision Making in Emergency Situations. in Co-evolution of Intelligent Socio-technical Systems: Modelling and Applications in Large Scale Emergency and Transport Domains. Understanding Complex Systems, Springer/Verlag, pp. 79-117. https://doi.org/10.1007/978-3-642-36614-7_5

Agent-based Modelling of Social Emotional Decision Making in Emergency Situations. / Bosse, T.; Hoogendoorn, M.; Klein, M.C.A.; Sharpanskykh, A.; Treur, J.; van der Wal, C.N.; van Wissen, A.

Co-evolution of Intelligent Socio-technical Systems: Modelling and Applications in Large Scale Emergency and Transport Domains. Springer/Verlag, 2013. p. 79-117 (Understanding Complex Systems).

Research output: Chapter in Book / Report / Conference proceedingChapterAcademicpeer-review

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Bosse T, Hoogendoorn M, Klein MCA, Sharpanskykh A, Treur J, van der Wal CN et al. Agent-based Modelling of Social Emotional Decision Making in Emergency Situations. In Co-evolution of Intelligent Socio-technical Systems: Modelling and Applications in Large Scale Emergency and Transport Domains. Springer/Verlag. 2013. p. 79-117. (Understanding Complex Systems). https://doi.org/10.1007/978-3-642-36614-7_5