How the Ocean Personality Model Affects the Perception of Crowds

@article{Durupinar2011HowTO,
  title={How the Ocean Personality Model Affects the Perception of Crowds},
  author={Funda Durupinar and Nuria Pelechano and Jan M. Allbeck and Uğur G{\"u}d{\"u}kbay and Norman I. Badler},
  journal={IEEE Computer Graphics and Applications},
  year={2011},
  volume={31},
  pages={22-31}
}
This approach extends the HiDAC (High-Density Autonomous Crowds) system by providing each agent with a personality model based on the Ocean (openness, conscientiousness, extroversion, agreeableness, and neuroticism) personality model. Each personality trait has an associated nominal behavior. Specifying an agent's personality leads to an automation of low-level parameter tuning. 

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References

SHOWING 1-10 OF 16 REFERENCES

Creating crowd variation with the OCEAN personality model

The HiDAC (High-Density Autonomous Crowds) system is extended by providing each agent with a personality model in order to examine how the emergent behavior of the crowd is affected and describes a plausible mapping from personality traits to existing behavior types.

A Model for Personality and Emotion Simulation

A generic model for personality, mood and emotion simulation for conversational virtual humans and how existing theories for appraisal can be integrated into the framework is explored.

Modelling personality, emotion and mood for a pedagogical agent

Based on the OCEAN model and the OCC model, the model of personality, emotion and mood of pedagogical agent is defined and formulized and the computation and the coming implement of the model are described in detail.

The Five-Factor Model of Personality

Study I in this chapter reports an Indian (Marathi) adaptation of the Revised NEO Personality Inventory (NEO-PI-R), its psychometric evaluation, and gender differences based on data from 214

An alternative "description of personality": the big-five factor structure.

  • L. R. Goldberg
  • Psychology
    Journal of personality and social psychology
  • 1990
The generality of this 5-factor model is here demonstrated across unusually comprehensive sets of trait terms, which suggest their potential utility as Big-Five markers in future studies.

Personality and social psychology

Handbook of Psychology Preface (I. Weiner). Volume Preface (T. Millon and M. J. Lerner). Contributors. PART I: CONTEXTS. 1. Evolutionary Perspectives on Personality and Social Psychology (T. Millon).

Controlling individual agents in high-density crowd simulation

The HiDAC system (for High-Density Autonomous Crowds) focuses on the problem of simulating the local motion and global wayfinding behaviors of crowds moving in a natural manner within dynamically changing virtual environments.

Clone attack! Perception of crowd variety

In a series of experiments designed to test people's perception of variety in crowds, it is found that clones of appearance are far easier to detect than motion clones and that cloned models can be masked by color variation, random orientation, and motion.

Autonomous pedestrians

This comprehensive model integrates motor, perceptual, behavioral, and cognitive components within a model of pedestrians as individuals, yielding results of unprecedented fidelity and complexity for fully autonomous multi-human simulation in a large urban environment.

Artificial fishes: physics, locomotion, perception, behavior

A framework for animation that can achieve the intricacy of motion evident in certain natural ecosystems with minimal input from the animator is proposed and a physics-based, virtual marine world is developed.