Approaches to Modeling the Emotional Aspects of a Crowd

Lynda Saifi, Abdelhak Boubetra, Farid Nouioua
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引用次数: 7

Abstract

This work aims to study and analyze the emotional aspects in behavioral and decisional situations within a particular population that takes often the shape of a crowd. In that direction, emotional crowd simulation appears to be a good prescriptive tool to study such aspects. This work tries to personify virtual people and make them as believable as possible, to properly represent the human and consequently to understand the behavior of such crowd. For that, we propose an approach based on emotions to modeling crowd behavior and influence taking in consideration principally personality traits. This approach leans on behavioral patterns and emotional simulation. To achieve that, we examine the impact of the personality on emotions and the emergent behavior by specifying emotional cycle of each category of individuals. This last will allow us to study the influence in the crowd in order to ensure a deeper analysis, a well understanding of the progress of any situation and to take the right decision at the right time for avoiding or preventing suspect situations.
建模人群情感方面的方法
这项工作旨在研究和分析特定人群在行为和决策情况下的情感方面,这些人群通常以人群的形式出现。在这个方向上,情感人群模拟似乎是研究这些方面的一个很好的规范工具。这个作品试图将虚拟的人拟人化,使他们尽可能可信,以恰当地代表人类,从而理解这类人群的行为。为此,我们提出了一种基于情感的方法来模拟人群行为和影响,主要考虑人格特征。这种方法依赖于行为模式和情感模拟。为了实现这一目标,我们通过指定每一类个体的情绪周期来研究人格对情绪和紧急行为的影响。最后这将使我们能够研究人群中的影响,以确保更深入的分析,充分了解任何情况的进展,并在正确的时间采取正确的决定,以避免或防止可疑的情况。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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