• DocumentCode
    3274963
  • Title

    Information diffusion model for microblog

  • Author

    Kai Wu ; Xinsheng Ji ; Caixia Liu

  • Author_Institution
    Nat. Digital Switching Syst. Eng.& Technol. R&D Center, Zhengzhou, China
  • fYear
    2013
  • fDate
    23-25 May 2013
  • Firstpage
    212
  • Lastpage
    215
  • Abstract
    Most current propagation models ignore individual differences between users. To solve this problem, we extract the impact of retweeting behavior of four categories of characteristics, and propose a method to predict individual forwarding behavior using logistic regression model. Then, by integrating into the user individual differences, a behavior-prediction based information diffusion model is established. The experiments results show that the model can simulate the process of information diffusion in the real network well.
  • Keywords
    Web sites; regression analysis; behavior-prediction based information diffusion model; individual forwarding behavior; logistic regression model; microblog; retweeting behavior; user individual differences; Computers; information diffusion model; microblog; prediction; retweet;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Software Engineering and Service Science (ICSESS), 2013 4th IEEE International Conference on
  • Conference_Location
    Beijing
  • ISSN
    2327-0586
  • Print_ISBN
    978-1-4673-4997-0
  • Type

    conf

  • DOI
    10.1109/ICSESS.2013.6615290
  • Filename
    6615290