计算机应用 ›› 2013, Vol. 33 ›› Issue (08): 2100-2103.DOI: 10.11772/j.issn.1001-9081.2013.08.2100

• 网络与通信 • 上一篇    下一篇

移动通信网络位置群体关联用户挖掘

刘分,葛国栋,赵宇,刘冰洋   

  1. 国家数字交换系统工程技术研究中心,郑州 450002
  • 收稿日期:2013-03-01 修回日期:2013-04-22 出版日期:2013-08-01 发布日期:2013-09-11
  • 通讯作者: 刘分
  • 作者简介:刘分(1986-),男,河南商丘人,硕士研究生,主要研究方向:移动通信网络、数据挖掘、社会网络;
    葛国栋(1985-),男,陕西咸阳人,博士研究生,主要研究方向:移动通信网络、数据挖掘;
    赵宇(1984-),男,吉林辽源人,博士研究生,主要研究方向:移动通信网络、社会网络;
    刘冰洋(1985-),男,河南新乡人,助理工程师,硕士,主要研究方向:无线通信、卫星通信。
  • 基金资助:

    基金项目:国家863计划项目;国家重大科技专项

Associating User Mining of Location Group in The Mobile Communication Network

Fen LIU,GE Guodong,ZHAO Yu,LIU Bingyang   

  1. China National Digital Switching System Engineering and Technological R&D Center, Zhengzhou Henan 450002, China
  • Received:2013-03-01 Revised:2013-04-22 Online:2013-09-11 Published:2013-08-01
  • Contact: Fen LIU

摘要: 当前用户网络关系分析主要是研究用户之间的关联关系或群体关系,对于网络中用户与群体之间关联关系的研究相对较少。鉴于移动通信网络用户之间存在多样的特征关联,用户与群体之间也存在多样的关联关系。基于移动通信网络中具有一定通信相关性和位置规律相似性的特定群体,将位置预测引入位置项相关性度量,建立用户位置轨迹相关性度量标准,并提出了特定群体位置关联用户挖掘算法。仿真结果表明,所提出的方法能够实现对用户与群体之间关联关系的度量,能够利用位置相关性发现与特定群体具有潜在关联的用户。

关键词: 网络关系分析, 群体关系, 位置轨迹, 通信距离, 关联关系

Abstract: The current network relationship analysis mainly studies the association relationship or group relations between users. Due to the variety of characteristic relation between users in mobile communication network, the relationship between the users and the groups are also diverse. On the basis of the specific groups with certain communication correlation and location similarity in the mobile communication network, the position prediction was introduced to the correlation measurement of position item, the location trajectory correlation measurement criterion was established, and an association user mining algorithm was proposed. The experimental result indicates that the proposed method can achieve the measuring of the relationship between users and the groups, and discover potential users associated with specific groups.

Key words: network relationship analysis, group relations, location trajectory, communication distance, association relationship

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