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Agent-Based modeling of protests and violent confrontation: A micro-situational, multi-player, contextual rule-based approach
Carlos M. Lemos (Lemos, C); Hélder Coelho (Coelho, H.); Rui J. Lopes (Lopes, R. J.);
Proceedings of the 5th World Congress on Social Simulation (WCSS 2014)
Year (definitive publication)
2014
Language
English
Country
Brazil
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Times Cited: 9

(Last checked: 2024-06-29 10:18)

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Abstract
We propose an innovative Agent-Based model of street protests with multiple actors: police agents, three types of protesters (“hardcore”, “hangers- on” and “passers-by”), and “media” agents that seek to witness and publish episodes and situations of violence. Agents have multiple goals and action selection is performed using a “personality” vector together with context rules that provide adaptation. Protesters turn active or violent according to the threshold rule proposed by Epstein, and police agents arrest violent protesters within their move range if they have sufficient backup. The model was applied to a scenario where policemen defend a government building from protesters and described several emergent crowd patterns in real protests, such as clustering of violent and active protesters and formation of a confrontation line moving back and forth with localized fights. Violent behavior was restricted to the initially more aggressive protesters and did not propagate to the bulk of the crowd.
Acknowledgements
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Keywords
Agent-based model,Protests,Violence,Complexity,Social simulation,Crowd dynamics
Funding Records
Funding Reference Funding Entity
UID/EEA/50008/2013 Fundação para a Ciência e a Tecnologia
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