• DocumentCode
    578070
  • Title

    Analyzing the public events´ influence via open microblogging APIs

  • Author

    Li, Xiongzong ; Xie, Yi ; Li, Cuihua ; Sun, Xilong

  • Author_Institution
    Comput. Sci. Dept., Xiamen Univ., Xiamen, China
  • Volume
    1
  • fYear
    2012
  • fDate
    15-17 July 2012
  • Firstpage
    84
  • Lastpage
    90
  • Abstract
    Microblog is a popular network platform in which people share personal experiences and discuss public events that they concern. Some researchers measure the influence of public events by analyzing the related messages on Microblog. We have found that web counters on web pages contain a lot of useful information. This paper proposes an evaluation model to provide several quantification indicators of public events´ influence (PEI). PEI indicators are calculated by the data available from open microblogging APIs. For examples, the number of users´ followers and the number of times that a message is forwarded and commented. The impacts of some important factors on PEI have also been studied, such as users´ genders, users´ geography locations and the processes of events. Extensive experiments have been carried out using data from Sina Weibo. The results show that public events have greater influence around the places where the events happen, and have more impacts to the male. Moreover, the proposed method can exactly capture the key times of one public event by observing the peaks of the PEI trajectory.
  • Keywords
    Web sites; application program interfaces; social aspects of automation; PEl indicators; PEl trajectory; Web counters; Web pages; message forwarding; open microblogging API; public events influence; Abstracts; Microblog; Public events influence; web counters;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics (ICMLC), 2012 International Conference on
  • Conference_Location
    Xian
  • ISSN
    2160-133X
  • Print_ISBN
    978-1-4673-1484-8
  • Type

    conf

  • DOI
    10.1109/ICMLC.2012.6358891
  • Filename
    6358891