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(Mis)align: a simple dynamic framework for modeling interpersonal coordination

As people coordinate in daily interactions, they engage in different patterns of behavior to achieve successful outcomes. This includes both synchrony—the temporal coordination of the same behaviors at the same time—and complementarity—the coordination of the same or different behaviors that may occ...

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Detalles Bibliográficos
Autores principales: Miao, Grace Qiyuan, Dale, Rick, Galati, Alexia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10603172/
https://www.ncbi.nlm.nih.gov/pubmed/37884542
http://dx.doi.org/10.1038/s41598-023-41516-4
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author Miao, Grace Qiyuan
Dale, Rick
Galati, Alexia
author_facet Miao, Grace Qiyuan
Dale, Rick
Galati, Alexia
author_sort Miao, Grace Qiyuan
collection PubMed
description As people coordinate in daily interactions, they engage in different patterns of behavior to achieve successful outcomes. This includes both synchrony—the temporal coordination of the same behaviors at the same time—and complementarity—the coordination of the same or different behaviors that may occur at different relative times. Using computational methods, we develop a simple framework to describe the interpersonal dynamics of behavioral synchrony and complementarity over time, and explore their task-dependence. A key feature of this framework is the inclusion of a task context that mediates interactions, and consists of active, inactive, and inhibitory constraints on communication. Initial simulation results show that these task constraints can be a robust predictor of simulated agents’ behaviors over time. We also show that the framework can reproduce some general patterns observed in human interaction data. We describe preliminary theoretical implications from these results, and relate them to broader proposals of synergistic self-organization in communication.
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spelling pubmed-106031722023-10-28 (Mis)align: a simple dynamic framework for modeling interpersonal coordination Miao, Grace Qiyuan Dale, Rick Galati, Alexia Sci Rep Article As people coordinate in daily interactions, they engage in different patterns of behavior to achieve successful outcomes. This includes both synchrony—the temporal coordination of the same behaviors at the same time—and complementarity—the coordination of the same or different behaviors that may occur at different relative times. Using computational methods, we develop a simple framework to describe the interpersonal dynamics of behavioral synchrony and complementarity over time, and explore their task-dependence. A key feature of this framework is the inclusion of a task context that mediates interactions, and consists of active, inactive, and inhibitory constraints on communication. Initial simulation results show that these task constraints can be a robust predictor of simulated agents’ behaviors over time. We also show that the framework can reproduce some general patterns observed in human interaction data. We describe preliminary theoretical implications from these results, and relate them to broader proposals of synergistic self-organization in communication. Nature Publishing Group UK 2023-10-26 /pmc/articles/PMC10603172/ /pubmed/37884542 http://dx.doi.org/10.1038/s41598-023-41516-4 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
Miao, Grace Qiyuan
Dale, Rick
Galati, Alexia
(Mis)align: a simple dynamic framework for modeling interpersonal coordination
title (Mis)align: a simple dynamic framework for modeling interpersonal coordination
title_full (Mis)align: a simple dynamic framework for modeling interpersonal coordination
title_fullStr (Mis)align: a simple dynamic framework for modeling interpersonal coordination
title_full_unstemmed (Mis)align: a simple dynamic framework for modeling interpersonal coordination
title_short (Mis)align: a simple dynamic framework for modeling interpersonal coordination
title_sort (mis)align: a simple dynamic framework for modeling interpersonal coordination
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10603172/
https://www.ncbi.nlm.nih.gov/pubmed/37884542
http://dx.doi.org/10.1038/s41598-023-41516-4
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