• DocumentCode
    632120
  • Title

    A model for studying public opinion hotspot growth regulation in microblog network

  • Author

    Jia Hong-yu ; Hao Jian-wei ; Qiu Chen-zi

  • Author_Institution
    Coll. of Transp. Manage., Dalian Maritime Univ., Dalian, China
  • fYear
    2013
  • fDate
    17-19 July 2013
  • Firstpage
    173
  • Lastpage
    178
  • Abstract
    Regarding the problem of microblog growth regulation of net-mediated public sentiment in the propagation process, a complex-network-based modeling approach was proposed. Taking microblog as a research object, by using the approach of growing, adding edge and random adding edge to reflect the characteristics of user´s behavior and microblog public opinion dissemination, a microblog net-mediated public sentiment growth mode was built. By using Matlab toolkit, a simulation model was built. Through running this simulation model according to different network scale experiment cases, for example, setting parameters of the initial nodes size and the random adding edges, diagrams could be layout, that illustrating network, degree distribution and probability distribution. Simulation results validated the model´s feasibility for studying network public opinion hotspot growth regulation.
  • Keywords
    Web sites; behavioural sciences computing; information dissemination; statistical distributions; Matlab toolkit; complex-network-based modeling; degree distribution; microblog growth regulation problem; microblog network; microblog public opinion dissemination characteristics; net-mediated public sentiment; probability distribution; propagation process; public opinion hotspot growth regulation; simulation model; user behavior characteristics; Analytical models; Barium; Complex networks; Complexity theory; Mathematical model; Probability distribution; growth model; microblog; public sentiment; simulation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Management Science and Engineering (ICMSE), 2013 International Conference on
  • Conference_Location
    Harbin
  • ISSN
    2155-1847
  • Print_ISBN
    978-1-4799-0473-0
  • Type

    conf

  • DOI
    10.1109/ICMSE.2013.6586279
  • Filename
    6586279