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From physical to social interactions: The relative entropy model

Complex social systems at various scales of analysis (e.g. dyads, families, tribes, etc.) are formed and maintained through verbal interactions. Therefore, the ability to (1) model these interactions and (2) to use models of interaction for identifying significant relations may be of interest to the...

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Detalles Bibliográficos
Autores principales: Neuman, Yair, Vilenchik, Dan, Cohen, Yochai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6994460/
https://www.ncbi.nlm.nih.gov/pubmed/32005902
http://dx.doi.org/10.1038/s41598-020-58549-8
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author Neuman, Yair
Vilenchik, Dan
Cohen, Yochai
author_facet Neuman, Yair
Vilenchik, Dan
Cohen, Yochai
author_sort Neuman, Yair
collection PubMed
description Complex social systems at various scales of analysis (e.g. dyads, families, tribes, etc.) are formed and maintained through verbal interactions. Therefore, the ability to (1) model these interactions and (2) to use models of interaction for identifying significant relations may be of interest to the social sciences. Adopting the perspective of social physics, we present a general approach for modeling interactions through relative entropy. For illustrating the benefits of the approach, we derive measures of “perspective-taking” and use them for identifying significant-romantic relations in a data set composed of the verbal interactions taken place at the famous TV series “Sex and the City”. Using these measures, we show that significant-romantic relations can be identified with success. These results provide preliminary support for the benefits of using the proposed approach.
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spelling pubmed-69944602020-02-06 From physical to social interactions: The relative entropy model Neuman, Yair Vilenchik, Dan Cohen, Yochai Sci Rep Article Complex social systems at various scales of analysis (e.g. dyads, families, tribes, etc.) are formed and maintained through verbal interactions. Therefore, the ability to (1) model these interactions and (2) to use models of interaction for identifying significant relations may be of interest to the social sciences. Adopting the perspective of social physics, we present a general approach for modeling interactions through relative entropy. For illustrating the benefits of the approach, we derive measures of “perspective-taking” and use them for identifying significant-romantic relations in a data set composed of the verbal interactions taken place at the famous TV series “Sex and the City”. Using these measures, we show that significant-romantic relations can be identified with success. These results provide preliminary support for the benefits of using the proposed approach. Nature Publishing Group UK 2020-01-31 /pmc/articles/PMC6994460/ /pubmed/32005902 http://dx.doi.org/10.1038/s41598-020-58549-8 Text en © The Author(s) 2020 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Neuman, Yair
Vilenchik, Dan
Cohen, Yochai
From physical to social interactions: The relative entropy model
title From physical to social interactions: The relative entropy model
title_full From physical to social interactions: The relative entropy model
title_fullStr From physical to social interactions: The relative entropy model
title_full_unstemmed From physical to social interactions: The relative entropy model
title_short From physical to social interactions: The relative entropy model
title_sort from physical to social interactions: the relative entropy model
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6994460/
https://www.ncbi.nlm.nih.gov/pubmed/32005902
http://dx.doi.org/10.1038/s41598-020-58549-8
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