Cognitive Modelling of Emotion Contagion in a Crowd of Soccer Supporter Agents

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• 关键词：Cognitive modelling ; Crowd behaviour ; Emotion contagion
• 刊名：Lecture Notes in Computer Science
• 出版年：2016
• 出版时间：2016
• 年：2016
• 卷：9875
• 期：1
• 页码：40-52
• 全文大小：9,142 KB
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• 作者单位：Berend Jutte (17)
  C. Natalie van der Wal (17)
  
  17. Department of Computer Science, Vrije Universiteit, Amsterdam, Netherlands
  
• 丛书名：Computational Collective Intelligence
• ISBN：978-3-319-45243-2
• 刊物类别：Computer Science
• 刊物主题：Artificial Intelligence and Robotics
  Computer Communication Networks
  Software Engineering
  Data Encryption
  Database Management
  Computation by Abstract Devices
  Algorithm Analysis and Problem Complexity
  
• 出版者：Springer Berlin / Heidelberg
• ISSN：1611-3349
• 卷排序：9875

文摘

This paper introduces a cognitive computational model of emotion contagion in a crowd of soccer supporters. It is useful for: (1) better understanding of the emotion contagion processes and (2) further development into a predictive and advising application for soccer stadium managers to enhance and improve the ambiance during the soccer game for safety or economic reasons. The model is neurologically grounded and focuses on the emotions “pleasure” and “sadness”. Structured simulations showed the following four emergent patterns of emotion contagion: (1) hooligans are very impulsive and are not fully open for other emotions, (2) fanatic supporters are very impulsive and open for other emotions, (3) family members are very easily influenced and are not very extravert, (4) the media is less sensible to the ambiance in the stadium. For validation of the model, the model outcomes were compared to the heart rate of 100 supporters and reported emotions. The model produced similar heart rate and emotional patterns. Further implications of the model are discussed.