• DocumentCode
    3051178
  • Title

    A tweets recommendation algorithm based on user relationship and text emotional tendentiousness

  • Author

    Xi Wang ; Bo Xiao ; Zhiqing Lin ; Yueming Lu

  • Author_Institution
    Pattern Recognition & Intell. Syst. Lab., Beijing Univ. of Posts & Telecommun., Beijing, China
  • fYear
    2012
  • fDate
    21-23 Sept. 2012
  • Firstpage
    237
  • Lastpage
    241
  • Abstract
    Micro-blog, also known as twitter, is a platform which is based on user relationships for information sharing, spreading and obtaining. So how to share the messages in micro-blog efficiently based on the users´ interest with analyzing the user information has become a key research topic. According to the analysis of the micro-blog user relationship and the theory of Analytic Hierarchy Process in the management science, this paper establishes a user influence model, to help explain how the target users affect the core user. With the combination of Word Activation Forces Theory, we put forward an algorithm to express the emotional tendentious of each noun-word in all the tweets. In addition, we calculate and find the corresponding tweets to recommend to the core user and the experiment in this paper proves the effectiveness of the algorithm.
  • Keywords
    Web sites; analytic hierarchy process; recommender systems; social networking (online); Twitter; analytic hierarchy process theory; information sharing; management science; microblog user relationship; text emotional tendentiousness; tweets recommendation algorithm; word activation forces theory; Algorithm design and analysis; Analytical models; Blogs; Matrix decomposition; Media; Twitter; Emotional tendentiousness; Micro-blog; Tweets recommendation; User relationship; WAF;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Network Infrastructure and Digital Content (IC-NIDC), 2012 3rd IEEE International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4673-2201-0
  • Type

    conf

  • DOI
    10.1109/ICNIDC.2012.6418751
  • Filename
    6418751