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Modeling and simulation of the effects of social relation and emotion on decision making in emergency evacuation

Ta, Xuan Hien and Longin, Dominique and Gaudou, Benoit and Ho, Tuong Vinh and Nguyen, Manh Hung Modeling and simulation of the effects of social relation and emotion on decision making in emergency evacuation. (2017) International Journal of Advanced Computer Science and Applications, 8 (9). 371-392. ISSN 2158-107X

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Official URL: http://dx.doi.org/10.14569/IJACSA.2017.080951

Abstract

Applying agent-based modeling to simulate the evacuation in case of emergency situations is recognized by many research works as an efficient tool for understanding the behavior and decision making of occupants in these situations.In this paper, we present our work aiming to modeling the influence of the emotion and social relationship of occupants on their behaviors and decision making in emergency as in case of fire disaster. Firstly, we proposed a formalization of occupants' behavior at group level in emergency situations based on the social theory. This formalization details possible behaviors and actions of people in emergency evacuations, taking into account occupant's social relationship. The formalization will facilitate the construction of simulation for emergency evacuation. Secondly, we modeled the influence of emotion and group behavior on the decision making of occupants in crisis situations. Thirdly, we developed an agent-based simulation that took into account the effect of group and emotion on the decision making of occupants in emergency situations. We conducted a set of experiments allowing to observe and analyze the behavior of people in emergency evacuation.

Item Type:Article
Additional Information:The original PDF of the article can be found at: http://thesai.org/Publications/ViewPaper?Volume=8&Issue=9&Code=IJACSA&SerialNo=51
HAL Id:hal-01646071
Audience (journal):International peer-reviewed journal
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
French research institutions > Institut de Recherche pour le Développement - IRD (FRANCE)
Other partners > Posts and Telecommunications Institute of Technology - PTIT (VIETNAM)
Other partners > Université Pierre et Marie Curie, Paris 6 - UPMC (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Other partners > Vietnam National University - VNU (VIETNAM)
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Deposited By: IRIT IRIT
Deposited On:17 Nov 2017 10:37

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