DocumentCode :
3184126
Title :
Dynamics of opinion forming in structurally balanced social networks
Author :
Altafini, Claudio
Author_Institution :
SISSA, Int. Sch. for Adv. Studies, Trieste, Italy
fYear :
2012
fDate :
10-13 Dec. 2012
Firstpage :
5876
Lastpage :
5881
Abstract :
The aim of this paper is to shed light on how the social relationships between individuals influence their opinions in the case of structurally balanced social networks. 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. A classical example of this situation is a two-party political system. The paper studies the process of opinion forming on such a social community, starting from the observation that the property of structural balance is formally analogous to the monotonicity property of dynamical systems. The paper shows that under the assumption that individuals are positively influenced by their friends and negatively influenced by their enemies, monotone dynamical systems, due to their order-preserving solutions, are natural candidates to describe the highly predictable process of opinion forming on structurally balanced networks.
Keywords :
network theory (graphs); social sciences; antagonistic factions; monotone dynamical systems; opinion forming; social community; social relationships; structurally balanced networks; structurally balanced social networks; two-party political system; Color; Communities; Context; Jacobian matrices; Social network services; Symmetric matrices; Vectors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
Conference_Location :
Maui, HI
ISSN :
0743-1546
Print_ISBN :
978-1-4673-2065-8
Electronic_ISBN :
0743-1546
Type :
conf
DOI :
10.1109/CDC.2012.6427064
Filename :
6427064
Link To Document :
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