• DocumentCode
    175962
  • Title

    Multi-agent based research of centralized false information discerning model of micro-blog network

  • Author

    Diao Hailun ; Wang Shuyi ; Zhang Guorui

  • Author_Institution
    Sch. of Manage., Tianjin Normal Univ., Tianjin, China
  • fYear
    2014
  • fDate
    19-21 Aug. 2014
  • Firstpage
    1026
  • Lastpage
    1032
  • Abstract
    As a newly popularized online social network, micro-blog has been facilitating numerous social interactions and communications in our daily life. Websites serving as micro-blog share certain characteristics of scale-free network with a fractal dimension macroscopically, and a faster spread of information has emerged by the hand of the least entropy generation principle through this complex system. False information, however, has impacted this new form of media to a noticeable extent. This paper is thus dedicated to finding the best way to discern false information amid the classical methods, a directed scale-free network is realized, whence a Micro-blog Central False information Discerning Model (MCFDM) including six different combinations of three user levels is proposed. After analyzing the outputs from Multi-Agent simulations on NetLogo, a constructive assessment of various methods will be conclusively rendered.
  • Keywords
    Web sites; complex networks; directed graphs; entropy; multi-agent systems; network theory (graphs); MCFDM; NetLogo; Web sites; complex system; directed scale-free network; fractal dimension; least entropy generation principle; microblog central false information discerning model; microblog network; multiagent based research; multiagent simulations; online social network; Analytical models; Barium; Blogs; Data models; Educational institutions; Fans; Social network services; NetLogo; directed scale-free network; false information discerning; micro-blog; multiagent based model;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Natural Computation (ICNC), 2014 10th International Conference on
  • Conference_Location
    Xiamen
  • Print_ISBN
    978-1-4799-5150-5
  • Type

    conf

  • DOI
    10.1109/ICNC.2014.6975981
  • Filename
    6975981