Simulating Heterogeneous Crowd BehaviorsUsing Personality Trait Theory
| dc.contributor.author | Guy, Stephen J. | en_US |
| dc.contributor.author | Kim, Sujeong | en_US |
| dc.contributor.author | Lin, Ming C. | en_US |
| dc.contributor.author | Manocha, Dinesh | en_US |
| dc.contributor.editor | A. Bargteil and M. van de Panne | en_US |
| dc.date.accessioned | 2013-10-31T10:28:19Z | |
| dc.date.available | 2013-10-31T10:28:19Z | |
| dc.date.issued | 2011 | en_US |
| dc.description.abstract | We 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. | en_US |
| dc.description.seriesinformation | Eurographics/ ACM SIGGRAPH Symposium on Computer Animation | en_US |
| dc.identifier.isbn | 978-1-4503-0923-3 | en_US |
| dc.identifier.issn | 1727-5288 | en_US |
| dc.identifier.uri | https://doi.org/10.2312/SCA/SCA11/043-052 | en_US |
| dc.publisher | The Eurographics Association | en_US |
| dc.subject | Categories and Subject Descriptors (according to ACM CCS): I.2.11 [Computer Graphics]: Distributed ArtificialIntelligence-Multiagent systems | en_US |
| dc.title | Simulating Heterogeneous Crowd BehaviorsUsing Personality Trait Theory | en_US |