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一种微博用户影响力的计算方法 被引量：9

A COMPUTING METHOD FOR MICROBLOGGING USERS INFLUENCE
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摘要 针对微博中用户影响力分析这个问题,提出用户影响力的计算方法。该方法首先提出用户自身影响力以及用户被影响力的概念,并根据用户自身特征与用户粉丝情况得出其计算公式,从而可以综合考虑用户在微博中的所有信息,计算出用户影响力。实验结果表明,这种计算方法能比较好地反映用户在其粉丝中的影响力。 For the problem of analysing microblogging users＇ influence,here we present a calculation method for this issue. In this method,two concepts are proposed first： the influence of users themselves and the capacity of them to be influenced. Then the calculation formula is obtained according to the characteristics of users their own and their fans＇ situation,so that it is able to take all the information of users in microblogging into account comprehensively and thus to calculate the microblogging users＇ influence. Experimental results show that this method can well reflect the influence of microblogging users among their fans.
作者 张昊 刘功申 苏波
机构地区 上海交通大学信息安全工程学院
出处 《计算机应用与软件》 CSCD 2015年第3期41-44,共4页 Computer Applications and Software
基金 国家自然科学基金项目(61272441 61171173)
关键词 微博 用户影响力 用户被影响力 Microblog User influence User’s capacity of being influenced
分类号 TP39 [自动化与计算机技术—计算机应用技术]
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参考文献12

  • 1Sendall P,Ceccucci W,Alan R Peslak.Got Web 2.0?A review of Web2.0 tools for the information systems curriculum[J].Information Systems Education Journal,2010,8(28):1-14.
  • 2Page L,Brin S,Motwani R,et al.The PageRank citation ranking:bringing order to the web[R].Digital libraries,1999.
  • 3Lamberti F,Sanna A,Demartini C.A relation-based page rank algorithm for semantic web search engines[J].Knowledge and Data Engineering,IEEE Transactions on,2009,21(1):123-136.
  • 4Jing Y,Baluja S.Pagerank for product image search[C]//Proceeding of the 17th international conference on World Wide Web.ACM,2008:307-316.
  • 5Kleinberg J M.Authoritative sources in a hyperlinked environment[J].Journal of the ACM(JACM),1999,46(5):604-632.
  • 6Liu Y,Lin Y.Supervised HITS Algorithm for MEDLINE Citation Ranking[C]//Bioinformatics and Bioengineering,2007.BIBE 2007.Proceedings of the 7th IEEE International Conference on.IEEE,2007:1323-1327.
  • 7Asano Y,Tezuka Y,Nishizeki T.Improvements of HITS algorithms for spam links[J].Advances in Data and Web Management,2007:479-490.
  • 8Weng J,Lim E P,Jiang J,et al.Twitterrank:finding topic-sensitive influential twitterers[C]//Proceedings of the third ACM international conference on Web search and data mining.ACM,2010:261-270.
  • 9石磊,张聪,卫琳.引入活跃指数的微博用户排名机制[J].小型微型计算机系统,2012,33(1):110-114. 被引量：29
  • 10赵丽,袁睿翕,管晓宏,贾庆山.博客网络中具有突发性的话题传播模型[J].软件学报,2009,20(5):1384-1392. 被引量：35

二级参考文献23

  • 1Kumar R, Novak J, Raghavan P, Tomkins A. On the bursty evolution of blogspace. In: Proc. of the 12th Int'l Conf. on World Wide Web. New York: ACM Press, 2003. 159-178.
  • 2China Internet Network Information Center. Research report of 2007 China blog market. Statistical Report, 2007 (in Chinese). http://www.cnnic.net.cn/html/Dir/2007/12/26/4948.htm
  • 3China Internet Network Information Center. Research report of 2006 China blog. Statistical Report, 2006 (in Chinese). http://www.cnnic.net.cn/html/Dir/2006/09/25/4176.htm
  • 4Zhao ZL. A clear thinking toward the prosperity of blog: A disseminative understanding of news biog. Journal of Nanjing University of Posts and Telecommunications (Social Science), 2006,8(2):23-26
  • 5Qu H. "Alienation" of online community and media. Southeast Communication, 2006,(3):45-47
  • 6Kumar R, Novak J, Raghavan P, Tomkins A. Structure and evolution of blogspace. Communications of the ACM, 2004,47(12): 35-39.
  • 7Adar E, Zhang L, Adamic LA, Lukose RM. Implicit structure and the dynamics of blogspace. In: Proc. of the Workshop on the Weblogging Ecosystem, the 13th Int'l World Wide Web Conf. New York: ACM Press, 2004.
  • 8Adar E, Adamic LA. Tracking information epidemics in blogspace. In: Proc. of the 2005 IEEE/WIC/ACM Int'l Conf. on Web Intelligence. Compiegne: IEEE Computer Society Press, 2005. 207-214.
  • 9Leskovec J, McGlohon M, Faloutsos C, Glance N, Hurst M. Patterns of cascading behavior in large blog graphs. In: Proc. of the SIAM Int'l Conf. on Data Mining. New York: ACM Press, 2007. 551-556.
  • 10Gruhl D, Guha R, Liben-Nowell D, Tomkins A. Information diffusion through blogspace. In: Proc. of the 13th Int'l Conf. on World Wide Web. New York: ACM Press, 2004.491-501.

共引文献63

同被引文献86

引证文献9

二级引证文献29

计算机应用与软件
2015年 第3期

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