Information and attitude diffusion in networks

Wai Tat Fu, Q. Vera Liao

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The availability of diverse information does not guarantee that a person's views will be equally diverse. Research has consistently shown that attitudinal positions on an issue will lead to selective reception and dissemination of information, which in turn have reciprocal effects on those attitudes. The current paper aims at understanding how the diffusion of information and attitudes in networks are dynamically related to each other from a computational perspective. Simulations from an agent-based model show that selective exposure of information and social reinforcement in active dissemination of information can lead to polarization of attitudes in the network. Network structures are shown to have significant effects on information and attitude diffusion. While simple contagion models of information diffusion predicts that hub nodes in a small-world network can facilitate propagation of information, our model shows that hub nodes can induce stronger polarization of attitudes when information and attitude diffusion can mutually influence each other. Results highlight the importance of incorporating social science research in network models to better establish the micro-to-macro links.

Original languageEnglish (US)
Title of host publicationSocial Computing, Behavioral-Cultural Modeling and Prediction, 5th International Conference, SBP 2012, Proceedings
Pages205-213
Number of pages9
DOIs
StatePublished - Apr 3 2012
Event5th International Conference on Social Computing, Behavioral-Cultural Modeling and Prediction, SBP 2012 - College Park, MD, United States
Duration: Apr 3 2012Apr 5 2012

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume7227 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other5th International Conference on Social Computing, Behavioral-Cultural Modeling and Prediction, SBP 2012
CountryUnited States
CityCollege Park, MD
Period4/3/124/5/12

Keywords

  • Attitude diffusion
  • active dissemination of information
  • information cascades
  • selective exposure of information

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

Fingerprint Dive into the research topics of 'Information and attitude diffusion in networks'. Together they form a unique fingerprint.

Cite this