Modeling behavior dynamics using computational psychometrics within virtual worlds

Research output: Contribution to journalArticlepeer-review

Abstract

In case of fire in a building, how will people behave in the crowd? The behavior of each individual affects the behavior of others and, conversely, each one behaves considering the crowd as a whole and the individual others. In this article, I propose a three-step method to explore a brand new way to study behavior dynamics. The first step relies on the creation of specific situations with standard techniques (such as mental imagery, text, video, and audio) and an advanced technique [Virtual Reality (VR)] to manipulate experimental settings. The second step concerns the measurement of behavior in one, two, or many individuals focusing on parameters extractions to provide information about the behavior dynamics. Finally, the third step, which uses the parameters collected and measured in the previous two steps in order to simulate possible scenarios to forecast through computational models, understand, and explain behavior dynamics at the social level. An experimental study was also included to demonstrate the three-step method and a possible scenario.

Original languageEnglish
Article number1725
JournalFrontiers in Psychology
Volume6
Issue numberNOV
DOIs
Publication statusPublished - 2015

Keywords

  • Behavior dynamics
  • Computational intelligence
  • Computational psychometrics
  • Modeling
  • Psychometrics
  • Simulation
  • Virtual reality

ASJC Scopus subject areas

  • Psychology(all)

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