Two Dimensional Opinions Dynamics in Social Networks with Conflicting Beliefs

Research output: Contribution to journalArticle

Abstract

Two models are developed for updating opinions in social networks under situations where certain beliefs might be considered to be competing. These two models represent different attitudes of people towards the perceived conflict between beliefs. In both models agents have a degree of tolerance, which represents the extent to which the agent takes into account the differing beliefs of other agents, and a degree of conflict, which represents the extent to which two beliefs are considered to be competing. Computer simulations are used to determine how the opinion dynamics are affected by the inclusion of conflict. Results show that conflict can enhance the formation of consensus within the network in certain circumstances according to one of the models.
LanguageEnglish
Pages??-??
JournalAI and Society
Volumen/a
Publication statusAccepted/In press - 14 Oct 2016

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Social Networks
Opinion Dynamics
Computer simulation
Inclusion
Computer Simulation
Tolerance

Keywords

  • Opinion dynamics
  • Bounded confidence model
  • Social network
  • Conflicting opinions

Cite this

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title = "Two Dimensional Opinions Dynamics in Social Networks with Conflicting Beliefs",
abstract = "Two models are developed for updating opinions in social networks under situations where certain beliefs might be considered to be competing. These two models represent different attitudes of people towards the perceived conflict between beliefs. In both models agents have a degree of tolerance, which represents the extent to which the agent takes into account the differing beliefs of other agents, and a degree of conflict, which represents the extent to which two beliefs are considered to be competing. Computer simulations are used to determine how the opinion dynamics are affected by the inclusion of conflict. Results show that conflict can enhance the formation of consensus within the network in certain circumstances according to one of the models.",
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author = "Shuwei Chen and Glass, {David H.} and Mark McCartney",
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Two Dimensional Opinions Dynamics in Social Networks with Conflicting Beliefs. / Chen, Shuwei; Glass, David H.; McCartney, Mark.

In: AI and Society, Vol. n/a, 14.10.2016, p. ??-??.

Research output: Contribution to journalArticle

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AU - McCartney, Mark

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N2 - Two models are developed for updating opinions in social networks under situations where certain beliefs might be considered to be competing. These two models represent different attitudes of people towards the perceived conflict between beliefs. In both models agents have a degree of tolerance, which represents the extent to which the agent takes into account the differing beliefs of other agents, and a degree of conflict, which represents the extent to which two beliefs are considered to be competing. Computer simulations are used to determine how the opinion dynamics are affected by the inclusion of conflict. Results show that conflict can enhance the formation of consensus within the network in certain circumstances according to one of the models.

AB - Two models are developed for updating opinions in social networks under situations where certain beliefs might be considered to be competing. These two models represent different attitudes of people towards the perceived conflict between beliefs. In both models agents have a degree of tolerance, which represents the extent to which the agent takes into account the differing beliefs of other agents, and a degree of conflict, which represents the extent to which two beliefs are considered to be competing. Computer simulations are used to determine how the opinion dynamics are affected by the inclusion of conflict. Results show that conflict can enhance the formation of consensus within the network in certain circumstances according to one of the models.

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