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Influence Maximization in MicroBlog Based on a New User Influence Ranking Method

机译：基于新的用户影响力排序方法的MicroBlog中的影响力最大化

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摘要

The characteristics of the MicroBlog data are analyzed firstly. Then WeiBo graph is constructed through tweets forwarded path and user influence ranking calculation method which according to the classic PageRank is given; the initial value of user influence ranking concludes three attributes, such as followers' number, tweets' number and recent tweets' quality. Maximization algorithm in MicroBlog based on user influence ranking is put forward finally. Experiments show that this maximization algorithm is superior to the others in spread scope.
机译：首先分析了微博客数据的特征。然后通过推文转发路径和用户影响力排序计算方法构造微博图，该方法根据经典的PageRank给出；用户影响力排序的初始值总结了三个属性，例如关注者数量，推文数量和近期推文质量。最后提出了基于用户影响力排序的MicroBlog最大化算法。实验表明，该最大化算法在扩展范围上优于其他算法。

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  • 来源
    《Journal of information and computational science》 |2015年第9期|3729-3737|共9页
  • 作者

    Yuanying Liu; Jingfeng Guo; Xinzhuan Hu; Miaomiao Liu; Jilong Zhang;

  • 作者单位

    College of Information Science and Engineering, Yanshan University, Qinhuangdao 066004, China,College of Information Technology, Hebei University of Economics and Business Shijiazhuang 050061, China,The Key Laboratory for Computer Virtual Technology and System Integration of Hebei Province Qinhuangdao 066004, China;

    College of Information Science and Engineering, Yanshan University, Qinhuangdao 066004, China,The Key Laboratory for Computer Virtual Technology and System Integration of Hebei Province Qinhuangdao 066004, China;

    College of Information Science and Engineering, Yanshan University, Qinhuangdao 066004, China,The Key Laboratory for Computer Virtual Technology and System Integration of Hebei Province Qinhuangdao 066004, China;

    College of Information Science and Engineering, Yanshan University, Qinhuangdao 066004, China,The Key Laboratory for Computer Virtual Technology and System Integration of Hebei Province Qinhuangdao 066004, China;

    College of Information Science and Engineering, Yanshan University, Qinhuangdao 066004, China,The Key Laboratory for Computer Virtual Technology and System Integration of Hebei Province Qinhuangdao 066004, China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Influence Maximization; MicroBlog; User Influence Ranking; PageRank;

    机译：影响力最大化;微博;用户影响力排名;网页排名;

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