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Modeling fashion as an emergent collective behavior of bored individuals

Boredom is an aversive mental state that is typically evoked by monotony and drives individuals to seek novel information. Despite this effect on individual behavior, the consequences of boredom for collective behavior remain elusive. Here, we introduce an agent-based model of collective fashion beh...

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Autores principales: Seiler, Johannes P.-H., Rumpel, Simon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10665449/
https://www.ncbi.nlm.nih.gov/pubmed/37993553
http://dx.doi.org/10.1038/s41598-023-47749-7
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author Seiler, Johannes P.-H.
Rumpel, Simon
author_facet Seiler, Johannes P.-H.
Rumpel, Simon
author_sort Seiler, Johannes P.-H.
collection PubMed
description Boredom is an aversive mental state that is typically evoked by monotony and drives individuals to seek novel information. Despite this effect on individual behavior, the consequences of boredom for collective behavior remain elusive. Here, we introduce an agent-based model of collective fashion behavior in which simplified agents interact randomly and repeatedly choose alternatives from a circular space of color variants. Agents are endowed with a memory of past experiences and a boredom parameter, promoting avoidance of monotony. Simulating collective color trends with this model captures aspects of real trends observed in fashion magazines. We manipulate the two parameters and observe that the boredom parameter is essential for perpetuating fashion dynamics in our model. Furthermore, highly bored agents lead future population trends, when acting coherently or being highly popular. Taken together, our study illustrates that highly bored individuals can guide collective dynamics of a population to continuously explore different variants of behavior.
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spelling pubmed-106654492023-11-22 Modeling fashion as an emergent collective behavior of bored individuals Seiler, Johannes P.-H. Rumpel, Simon Sci Rep Article Boredom is an aversive mental state that is typically evoked by monotony and drives individuals to seek novel information. Despite this effect on individual behavior, the consequences of boredom for collective behavior remain elusive. Here, we introduce an agent-based model of collective fashion behavior in which simplified agents interact randomly and repeatedly choose alternatives from a circular space of color variants. Agents are endowed with a memory of past experiences and a boredom parameter, promoting avoidance of monotony. Simulating collective color trends with this model captures aspects of real trends observed in fashion magazines. We manipulate the two parameters and observe that the boredom parameter is essential for perpetuating fashion dynamics in our model. Furthermore, highly bored agents lead future population trends, when acting coherently or being highly popular. Taken together, our study illustrates that highly bored individuals can guide collective dynamics of a population to continuously explore different variants of behavior. Nature Publishing Group UK 2023-11-22 /pmc/articles/PMC10665449/ /pubmed/37993553 http://dx.doi.org/10.1038/s41598-023-47749-7 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Seiler, Johannes P.-H.
Rumpel, Simon
Modeling fashion as an emergent collective behavior of bored individuals
title Modeling fashion as an emergent collective behavior of bored individuals
title_full Modeling fashion as an emergent collective behavior of bored individuals
title_fullStr Modeling fashion as an emergent collective behavior of bored individuals
title_full_unstemmed Modeling fashion as an emergent collective behavior of bored individuals
title_short Modeling fashion as an emergent collective behavior of bored individuals
title_sort modeling fashion as an emergent collective behavior of bored individuals
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10665449/
https://www.ncbi.nlm.nih.gov/pubmed/37993553
http://dx.doi.org/10.1038/s41598-023-47749-7
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