• DocumentCode
    3071837
  • Title

    Mathematical Analysis and Simulation of Information Diffusion on Networks

  • Author

    Dan, Yuya

  • Author_Institution
    Fac. of Bus. Adm., Matsuyama Univ., Matsuyama, Japan
  • fYear
    2011
  • fDate
    18-21 July 2011
  • Firstpage
    550
  • Lastpage
    555
  • Abstract
    It is essential to consider the structure of information media in order to investigate the phenomena of information diffusion. As an example of continuous media, we consider on Euclidean spaces in the ordinary geometry. We also know information networks which have a variety of metric and structure in the space as another example of discrete media. In this work, we are faced the limit of mathematical analysis of nonlinear structure of information networks, then perform the Monte Carlo computer simulation using the proposed method.
  • Keywords
    Monte Carlo methods; geometry; information networks; mathematical analysis; Euclidean spaces; Monte Carlo computer simulation; information diffusion; information networks; mathematical analysis; ordinary geometry; Extraterrestrial measurements; Finite element methods; Internet; Mathematical model; Social network services; Stochastic processes; Symmetric matrices; analysis of PDEs; complex networks; diffusion phenomena; power-law distribution; scale-free networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Applications and the Internet (SAINT), 2011 IEEE/IPSJ 11th International Symposium on
  • Conference_Location
    Munich, Bavaria
  • Print_ISBN
    978-1-4577-0531-1
  • Electronic_ISBN
    978-0-7695-4423-6
  • Type

    conf

  • DOI
    10.1109/SAINT.2011.102
  • Filename
    6004211