• DocumentCode
    3443488
  • Title

    A content tendency judgment algorithm for micro-blog platform

  • Author

    Zhenhua, Qin ; Mingjun, Xin ; Zhihua, Niu

  • Author_Institution
    Sch. of Comput. Eng. & Sci., Shanghai Univ., Shanghai, China
  • Volume
    3
  • fYear
    2010
  • fDate
    29-31 Oct. 2010
  • Firstpage
    168
  • Lastpage
    172
  • Abstract
    After a brief analysis to the information spreading mode under internet-based micro-blog platform, it quickly classifies and audits the related mirco-blog content in the spreading process in this paper. Then, by analyzing the sender´s mood tendency to some specific topics in the content of micro-blog message, it proposes a content audit model under the micro-blog service platform. Furthermore, by using this model, it classifies the information according to some specific rules saved in rule-base(RB). Finally, through a statistical analysis of a certain number of tendency samples and through the text content classification model and the strategy tree, it designs and realizes a content tendency judgment algorithm for the public opinion of micro-blog platform by using this model, thus the algorithm mau provide satisfactory support to the security of information broadcasting and opinion monitoring on the public internet.
  • Keywords
    Internet; Web sites; knowledge based systems; statistical analysis; text analysis; Internet based microblog platform; content tendency judgment algorithm; information broadcasting security; opinion monitoring; public Internet; rule base; statistical analysis; text content classification; Accuracy; Analytical models; Computational modeling; Lead; Monitoring; Presses; Training; algorithm; content audit; tendency judgment; text filtering;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Computing and Intelligent Systems (ICIS), 2010 IEEE International Conference on
  • Conference_Location
    Xiamen
  • Print_ISBN
    978-1-4244-6582-8
  • Type

    conf

  • DOI
    10.1109/ICICISYS.2010.5658492
  • Filename
    5658492