Simulating Heterogeneous Crowd BehaviorsUsing Personality Trait Theory
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Date
2011
Journal Title
Journal ISSN
Volume Title
Publisher
The Eurographics Association
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.
Description
@inproceedings{10.2312:SCA/SCA11/043-052,
booktitle = {Eurographics/ ACM SIGGRAPH Symposium on Computer Animation},
editor = {A. Bargteil and M. van de Panne},
title = {{Simulating Heterogeneous Crowd BehaviorsUsing Personality Trait Theory}},
author = {Guy, Stephen J. and Kim, Sujeong and Lin, Ming C. and Manocha, Dinesh},
year = {2011},
publisher = {The Eurographics Association},
ISSN = {1727-5288},
ISBN = {978-1-4503-0923-3},
DOI = {10.2312/SCA/SCA11/043-052}
}