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Dynamics of Opinion Forming in Structurally Balanced Social Networks
A structurally balanced social network is a social community that splits into two antagonistic factions (typical example being a two-party political system). The process of opinion forming on such a community is most often highly predictable, with polarized opinions reflecting the bipartition of the...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Public Library of Science
2012
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3378561/ https://www.ncbi.nlm.nih.gov/pubmed/22761667 http://dx.doi.org/10.1371/journal.pone.0038135 |
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author | Altafini, Claudio |
author_facet | Altafini, Claudio |
author_sort | Altafini, Claudio |
collection | PubMed |
description | A structurally balanced social network is a social community that splits into two antagonistic factions (typical example being a two-party political system). The process of opinion forming on such a community is most often highly predictable, with polarized opinions reflecting the bipartition of the network. The aim of this paper is to suggest a class of dynamical systems, called monotone systems, as natural models for the dynamics of opinion forming on structurally balanced social networks. The high predictability of the outcome of a decision process is explained in terms of the order-preserving character of the solutions of this class of dynamical systems. If we represent a social network as a signed graph in which individuals are the nodes and the signs of the edges represent friendly or hostile relationships, then the property of structural balance corresponds to the social community being splittable into two antagonistic factions, each containing only friends. |
format | Online Article Text |
id | pubmed-3378561 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-33785612012-07-03 Dynamics of Opinion Forming in Structurally Balanced Social Networks Altafini, Claudio PLoS One Research Article A structurally balanced social network is a social community that splits into two antagonistic factions (typical example being a two-party political system). The process of opinion forming on such a community is most often highly predictable, with polarized opinions reflecting the bipartition of the network. The aim of this paper is to suggest a class of dynamical systems, called monotone systems, as natural models for the dynamics of opinion forming on structurally balanced social networks. The high predictability of the outcome of a decision process is explained in terms of the order-preserving character of the solutions of this class of dynamical systems. If we represent a social network as a signed graph in which individuals are the nodes and the signs of the edges represent friendly or hostile relationships, then the property of structural balance corresponds to the social community being splittable into two antagonistic factions, each containing only friends. Public Library of Science 2012-06-19 /pmc/articles/PMC3378561/ /pubmed/22761667 http://dx.doi.org/10.1371/journal.pone.0038135 Text en Claudio Altafini. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Altafini, Claudio Dynamics of Opinion Forming in Structurally Balanced Social Networks |
title | Dynamics of Opinion Forming in Structurally Balanced Social Networks |
title_full | Dynamics of Opinion Forming in Structurally Balanced Social Networks |
title_fullStr | Dynamics of Opinion Forming in Structurally Balanced Social Networks |
title_full_unstemmed | Dynamics of Opinion Forming in Structurally Balanced Social Networks |
title_short | Dynamics of Opinion Forming in Structurally Balanced Social Networks |
title_sort | dynamics of opinion forming in structurally balanced social networks |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3378561/ https://www.ncbi.nlm.nih.gov/pubmed/22761667 http://dx.doi.org/10.1371/journal.pone.0038135 |
work_keys_str_mv | AT altafiniclaudio dynamicsofopinionforminginstructurallybalancedsocialnetworks |