Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autor principal: Altafini, Claudio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
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
_version_ 1782236057154093056
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