Consensus over Multiplex Network To Calculate User Influence in Social Networks

نویسندگان

  • M. Rebollo
  • E. del Val
  • C. Carrascosa
  • A. Palomares
  • F. Pedroche
چکیده

User influence determines how the information is transmitted. Most of the current methods need to consider the complete network and, if it changes, the calculations have to be repeated from the scratch. This work proposes the use of a consensus algorithm to calculate the influence of the participants in a social event through their interactions in Twitter. Retweets, mentions and replies and considered and represented in a multiplex network. The algorithm determines the influence of the users using only local knowledge.

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تاریخ انتشار 2014