• DocumentCode
    3674524
  • Title

    The self-organizing evolutionary model of micro-blogging big data ecological system and empirical research

  • Author

    Jing Ma; Tong Xue; Chuanmin Mi; Chi Li

  • Author_Institution
    College of Economics and Management, Nanjing University of Aeronautics and Astronautics, China
  • fYear
    2015
  • Firstpage
    509
  • Lastpage
    514
  • Abstract
    In this paper, we analyzed and expressed the micro-blogging from three elements: information, information subject and information environment based on the concepts and theories related to ecology and information ecology. Then we analyzed the dynamic evolutionary process, the driving force and the status of the micro-blogging Big Data ecological system based on self-organization theory. On this basis, we constructed the self-organization evolutionary model of micro-blogging Big Data ecological system. Then we take “the Malaysian flight MH370 vanished” as example to verify the self-organization evolutionary model of micro-blogging topic, and studies have shown that the model is basically in line with the evolution rules of actual micro-blogging topics. Finally, we put forward some suggestions according to the aspects of self-organizing guidance that making micro-blogging Big Data ecological system from disorder to order, in order to provide references for micro-blogging management.
  • Keywords
    "Blogs","Ecosystems","Biological system modeling","Analytical models","Cultural differences","Spirals","Market research"
  • Publisher
    ieee
  • Conference_Titel
    Grey Systems and Intelligent Services (GSIS), 2015 IEEE International Conference on
  • Print_ISBN
    978-1-4799-8374-2
  • Type

    conf

  • DOI
    10.1109/GSIS.2015.7301910
  • Filename
    7301910