SCA 11: Eurographics/SIGGRAPH Symposium on Computer Animation
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Browsing SCA 11: Eurographics/SIGGRAPH Symposium on Computer Animation by Subject "Categories and Subject Descriptors (according to ACM CCS): I.2.11 [Computer Graphics]: Distributed ArtificialIntelligence-Multiagent systems"
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Item Simulating Heterogeneous Crowd BehaviorsUsing Personality Trait Theory(The Eurographics Association, 2011) Guy, Stephen J.; Kim, Sujeong; Lin, Ming C.; Manocha, Dinesh; A. Bargteil and M. van de PanneWe present a new technique to generate heterogeneous crowd behaviors using personality trait theory. Our formulation is based on adopting results of a user study to derive a mapping from crowd simulation parameters to the perceived behaviors of agents in computer-generated crowd simulations. We also derive a linear mapping between simulation parameters and personality descriptors corresponding to the well-established Eysenck Threefactor personality model. Furthermore, we propose a novel two-dimensional factorization of perceived personality in crowds based on a statistical analysis of the user study results. Finally, we demonstrate that our mappings and factorizations can be used to generate heterogeneous crowd behaviors in different settings.