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Depolarization of echo chambers by random dynamical nudge
In social networks, users often engage with like-minded peers. This selective exposure to opinions might result in echo chambers, i.e., political fragmentation and social polarization of user interactions. When echo chambers form, opinions have a bimodal distribution with two peaks on opposite sides...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9163087/ https://www.ncbi.nlm.nih.gov/pubmed/35654942 http://dx.doi.org/10.1038/s41598-022-12494-w |
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author | Currin, Christopher Brian Vera, Sebastián Vallejo Khaledi-Nasab, Ali |
author_facet | Currin, Christopher Brian Vera, Sebastián Vallejo Khaledi-Nasab, Ali |
author_sort | Currin, Christopher Brian |
collection | PubMed |
description | In social networks, users often engage with like-minded peers. This selective exposure to opinions might result in echo chambers, i.e., political fragmentation and social polarization of user interactions. When echo chambers form, opinions have a bimodal distribution with two peaks on opposite sides. In certain issues, where either extreme positions contain a degree of misinformation, neutral consensus is preferable for promoting discourse. In this paper, we use an opinion dynamics model that naturally forms echo chambers in order to find a feedback mechanism that bridges these communities and leads to a neutral consensus. We introduce the random dynamical nudge (RDN), which presents each agent with input from a random selection of other agents’ opinions and does not require surveillance of every person’s opinions. Our computational results in two different models suggest that the RDN leads to a unimodal distribution of opinions centered around the neutral consensus. Furthermore, the RDN is effective both for preventing the formation of echo chambers and also for depolarizing existing echo chambers. Due to the simple and robust nature of the RDN, social media networks might be able to implement a version of this self-feedback mechanism, when appropriate, to prevent the segregation of online communities on complex social issues. |
format | Online Article Text |
id | pubmed-9163087 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-91630872022-06-05 Depolarization of echo chambers by random dynamical nudge Currin, Christopher Brian Vera, Sebastián Vallejo Khaledi-Nasab, Ali Sci Rep Article In social networks, users often engage with like-minded peers. This selective exposure to opinions might result in echo chambers, i.e., political fragmentation and social polarization of user interactions. When echo chambers form, opinions have a bimodal distribution with two peaks on opposite sides. In certain issues, where either extreme positions contain a degree of misinformation, neutral consensus is preferable for promoting discourse. In this paper, we use an opinion dynamics model that naturally forms echo chambers in order to find a feedback mechanism that bridges these communities and leads to a neutral consensus. We introduce the random dynamical nudge (RDN), which presents each agent with input from a random selection of other agents’ opinions and does not require surveillance of every person’s opinions. Our computational results in two different models suggest that the RDN leads to a unimodal distribution of opinions centered around the neutral consensus. Furthermore, the RDN is effective both for preventing the formation of echo chambers and also for depolarizing existing echo chambers. Due to the simple and robust nature of the RDN, social media networks might be able to implement a version of this self-feedback mechanism, when appropriate, to prevent the segregation of online communities on complex social issues. Nature Publishing Group UK 2022-06-02 /pmc/articles/PMC9163087/ /pubmed/35654942 http://dx.doi.org/10.1038/s41598-022-12494-w Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 Currin, Christopher Brian Vera, Sebastián Vallejo Khaledi-Nasab, Ali Depolarization of echo chambers by random dynamical nudge |
title | Depolarization of echo chambers by random dynamical nudge |
title_full | Depolarization of echo chambers by random dynamical nudge |
title_fullStr | Depolarization of echo chambers by random dynamical nudge |
title_full_unstemmed | Depolarization of echo chambers by random dynamical nudge |
title_short | Depolarization of echo chambers by random dynamical nudge |
title_sort | depolarization of echo chambers by random dynamical nudge |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9163087/ https://www.ncbi.nlm.nih.gov/pubmed/35654942 http://dx.doi.org/10.1038/s41598-022-12494-w |
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