• DocumentCode
    3667156
  • Title

    Fluctuation scaling in online social media

  • Author

    Yukie Sano;Hideki Takayasu;Misako Takayasu

  • Author_Institution
    Division of Policy and Planning Sciences, University of Tsukuba, Tsukuba, Japan
  • fYear
    2015
  • fDate
    6/1/2015 12:00:00 AM
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    To examine number fluctuations in online social media, we focus on the daily appearances of adjectives, abdominal particles, and conjunctions in a Japanese blog space. We show that a non-trivial fluctuation scaling law exists between the standard deviation and the mean. When the number of appearances becomes larger, the standard deviation linearly increases. We introduce a random posting (RP) model, which is inspired by the random diffusion model, to reproduce the observed scaling law. We confirm that the RP model can estimate number fluctuations in a Japanese blog space from both analytical and simulated results.
  • Keywords
    "Blogs","Fluctuations","Standards","Time series analysis","Media","Noise","Exponential distribution"
  • Publisher
    ieee
  • Conference_Titel
    Noise and Fluctuations (ICNF), 2015 International Conference on
  • Type

    conf

  • DOI
    10.1109/ICNF.2015.7288568
  • Filename
    7288568