Spatiotemporal diffusion modeling of global mobilization in social media: The case of the 2011 egyptian revolution

Kyounghee Kwon, Weiai Wayne Xu, Haiyan Wang, Jaime Chon

Research output: Contribution to journalArticle

2 Citations (Scopus)

Abstract

This study explores transnational diffusion of social movement information in social media by introducing a mathematical model. Although the literature extensively discusses social media uses in social movements, few studies have examined a spatiotemporal dynamic diffusion process. Even fewer have taken into account international relational factors that may interplay with the diffusion process. This study addresses this gap by examining different notions of spatial proximity-each of which pertains to the level of democracy, diaspora size, economic relations, and physical distance-and applying them to a mathematical "diffusion-advection" model. The model was validated by tweets during the Egyptian revolution of 2011. The spatial diffusion was most effectively explained when the model was fitted using a democracy-based spatial arrangement. Although the diffusion of ad hoc reporting and action supportive messages were particularly in high volume during the most active protest period, situation-verifying information was diffused at a steady pace throughout the entire period examined. By demonstrating the model's validity with the Egyptian revolution Twitter data, the article reveals the potential of using mathematical modeling in social movement research.

Original languageEnglish (US)
Pages (from-to)73-97
Number of pages25
JournalInternational Journal of Communication
Volume10
Issue number1
StatePublished - 2016

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social media
mobilization
social movement
democracy
mathematical modeling
economic relations
twitter
Advection
diaspora
Social Movements
protest
Mathematical models
Economics

Keywords

  • Egyptian revolution
  • Mobilization
  • Social media
  • Spatiotemporal diffusion model
  • Transnational social movement
  • Twitter

ASJC Scopus subject areas

  • Communication

Cite this

Spatiotemporal diffusion modeling of global mobilization in social media : The case of the 2011 egyptian revolution. / Kwon, Kyounghee; Xu, Weiai Wayne; Wang, Haiyan; Chon, Jaime.

In: International Journal of Communication, Vol. 10, No. 1, 2016, p. 73-97.

Research output: Contribution to journalArticle

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