Integrating personality and emotion for human crowd simulation

Sinclair, Jacob, and Lui, Carrie Siu Man (2015) Integrating personality and emotion for human crowd simulation. In: Proceedings of the Fifteenth International Conference on Electronic Business, pp. 300-307. From: ICEB 2015: Fifteenth International Conference on Electronic Business: internet of things, 6-10 December 2015, Hong Kong, China.

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Abstract

Existing research attempts to create realistic crowd simulations by incorporating personality and emotion into intelligent agents. However, personality and emotion were considered separately in existing studies, where the interactions of them are ignored. The main objective of this paper is to propose and implement a framework for crowd simulation with integration of the impacts and interactions of personality and emotion. An interactive solution based on the proposed framework is also developed for visualizing the crowd navigation behavior and collecting the related trajectory data. Three simulated scenarios: pass through, narrow passage, and emergence situation are used to validate the framework and compare the results with recent studies.

Item ID: 43137
Item Type: Conference Item (Research - E1)
ISSN: 1683-0040
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Date Deposited: 17 Mar 2016 03:27
FoR Codes: 08 INFORMATION AND COMPUTING SCIENCES > 0801 Artificial Intelligence and Image Processing > 080101 Adaptive Agents and Intelligent Robotics @ 50%
08 INFORMATION AND COMPUTING SCIENCES > 0801 Artificial Intelligence and Image Processing > 080110 Simulation and Modelling @ 50%
SEO Codes: 89 INFORMATION AND COMMUNICATION SERVICES > 8902 Computer Software and Services > 890203 Computer Gaming Software @ 100%
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