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Modeling behavior dynamics using computational psychometrics within virtual worlds
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 t...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2015
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4635205/ https://www.ncbi.nlm.nih.gov/pubmed/26594193 http://dx.doi.org/10.3389/fpsyg.2015.01725 |
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author | Cipresso, Pietro |
author_facet | Cipresso, Pietro |
author_sort | Cipresso, Pietro |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-4635205 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-46352052015-11-20 Modeling behavior dynamics using computational psychometrics within virtual worlds Cipresso, Pietro Front Psychol Psychology 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. Frontiers Media S.A. 2015-11-06 /pmc/articles/PMC4635205/ /pubmed/26594193 http://dx.doi.org/10.3389/fpsyg.2015.01725 Text en Copyright © 2015 Cipresso. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Psychology Cipresso, Pietro Modeling behavior dynamics using computational psychometrics within virtual worlds |
title | Modeling behavior dynamics using computational psychometrics within virtual worlds |
title_full | Modeling behavior dynamics using computational psychometrics within virtual worlds |
title_fullStr | Modeling behavior dynamics using computational psychometrics within virtual worlds |
title_full_unstemmed | Modeling behavior dynamics using computational psychometrics within virtual worlds |
title_short | Modeling behavior dynamics using computational psychometrics within virtual worlds |
title_sort | modeling behavior dynamics using computational psychometrics within virtual worlds |
topic | Psychology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4635205/ https://www.ncbi.nlm.nih.gov/pubmed/26594193 http://dx.doi.org/10.3389/fpsyg.2015.01725 |
work_keys_str_mv | AT cipressopietro modelingbehaviordynamicsusingcomputationalpsychometricswithinvirtualworlds |