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