Better Emotion Modeling by Taking into Account Environment Factors and Human Profiles in Crisis Situations

Crisis investigation reports revealed a gap between existing security measures and the actual behaviour of victims, especially related to their emotional states. We propose a new mathematical model of emotion for simulating human behaviours in crisis situations. The model takes into account various...

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Bibliographic Details
Published in2019 IEEE-RIVF International Conference on Computing and Communication Technologies (RIVF) pp. 1 - 5
Main Authors DIALLO, Azise Oumar, LONGIN, Dominique, Vinh, HO Tuong
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.03.2019
Subjects
agent-based model
Buildings
Computational modeling
emotion
evacuation
Mathematical model
Sociology
Statistics
Terrorism
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Summary:Crisis investigation reports revealed a gap between existing security measures and the actual behaviour of victims, especially related to their emotional states. We propose a new mathematical model of emotion for simulating human behaviours in crisis situations. The model takes into account various environmental situations (static or dynamic) and the profiles of the people involved. It is more close to findings in psycho-physiological studies of emotion and allows to make the evacuation simulation more realistic. The entire theoretical model has been implemented and evaluated in the IDE R-Studio and the agent-based GAMA simulation platform. The obtained results outperform the results presented in the related work.
DOI:10.1109/RIVF.2019.8713734