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Dynamics of opinion forming in structurally balanced social networks

Altafini, Claudio
2012
  • journal article

Periodico
PLOS ONE
Abstract
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.
DOI
10.1371/journal.pone.0038135
WOS
WOS:000305652700012
Archivio
http://hdl.handle.net/20.500.11767/30304
info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-84862531737
http://www.plosone.org/article/info%3Adoi%2F10.1371%2Fjournal.pone.0038135
Diritti
metadata only access
Soggetti
  • structural balance

  • monotone dynamical sy...

  • social networks

Scopus© citazioni
150
Data di acquisizione
Jun 2, 2022
Vedi dettagli
Web of Science© citazioni
175
Data di acquisizione
Mar 24, 2024
Visualizzazioni
4
Data di acquisizione
Apr 19, 2024
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