Modelling collective decision making in groups and crowds: Integrating social contagion and interacting emotions, beliefs and intentions

Bosse, Tibor; Hoogendoorn, Mark; Klein, Michel; Treur, Jan; Wal, C. Natalie van der; Wissen, Arlette van

doi:10.1007/s10458-012-9201-1

Cited by 120 publications

(90 citation statements)

References 37 publications

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“…In the simulation area, lot of works focus more specifically on emotion spreading [23], [25]- [27]. In [27] for instance, the authors present simulations about relationships between emotion, information and belief.…”

Section: B Emotion Group Decision-makingmentioning

confidence: 99%

Modeling and Simulation of the Effects of Social Relation and Emotion on Decision Making in Emergency Evacuation

Ta¹,

Longin²,

Gaudou³

et al. 2017

ijacsa

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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.

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Section: B Emotion Group Decision-makingmentioning

confidence: 99%

Modeling and Simulation of the Effects of Social Relation and Emotion on Decision Making in Emergency Evacuation

Ta¹,

Longin²,

Gaudou³

et al. 2017

ijacsa

View full text Add to dashboard Cite

show abstract

“…Moreover, in (Bosse, Hoogendoorn, Klein, Treur, Wal, and Wissen, 2012) the model ASCRIBE is presented (for Agent-based Social Contagion Regarding Intentions Belief and Emotions), in which internal dynamics involving emotions, beliefs and intentions and the social contagion of these states are integrated in a similar manner.…”

Section: Box 6 More Detailed Computational Model For Emotion Contagiomentioning

confidence: 99%

An integrative dynamical systems perspective on emotions

Treur

2013

Biologically Inspired Cognitive Architectures

Self Cite

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Abstract. Within cognitive, affective and social neuroscience more and more mechanisms are found that suggest how emotions relate in a bidirectional manner to many other mental processes and behaviour. Based on this, in this paper a neurologically inspired dynamical systems approach on the dynamics and interaction of emotions is discussed. Thus an integrative perspective is obtained that can be used to describe, for example, how emotions relate to feelings, beliefs, desires, experiences, decision making, and to emotions of others. It is pointed out how this perspective can be used to obtain integrated computational models of such mental processes incorporating emotions.

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“…A few studies [14,15] investigate the effects of information spread and emotions in crowds. In these studies, no ambient devices for communication over distance are used.…”

Section: Related Workmentioning

confidence: 99%

Agent Perception Modeling for Movement in Crowds

Farrahi¹,

Zia²,

Sharpanskykh

et al. 2013

Advances on Practical Applications of Agents and Multi-Agent Systems

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Abstract. This paper explores the integration of a perception map to an agent based model simulated on a realistic physical space. Each agent's perception map stores density information about the physical space which is used for routing. The scenario considered is the evacuation of a space given a crowd. Through agent interactions, both in physical proximity and through distant communications, agents update their perception maps and continuously work to overcome their incomplete perception of the world. Overall, this work aims at investigating the dynamics of agent information diffusion for emergency scenarios and combines three general elements: (1) an agent-based simulation of crowd dynamics in an emergency scenario over a real physical space, (2) a sophisticated decision making process driven by the agent's subjective view of the world and effected by trust, belief and confidence, and (3) agent's activity aimed at building relationships with specific peers that is based on mutual benefit from sharing information.

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Modelling collective decision making in groups and crowds: Integrating social contagion and interacting emotions, beliefs and intentions

Cited by 120 publications

References 37 publications

Modeling and Simulation of the Effects of Social Relation and Emotion on Decision Making in Emergency Evacuation

Modeling and Simulation of the Effects of Social Relation and Emotion on Decision Making in Emergency Evacuation

An integrative dynamical systems perspective on emotions

Agent Perception Modeling for Movement in Crowds

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