CORC  > 北京大学  > 信息科学技术学院
Communities discovery in mobile call records
Cheng, Xu ; Lu, Qingjie ; He, Lian ; Li, Hongyan ; Wang, Tengjiao ; Yang, Dongqing
2010
英文摘要Given the users relational data of real world, how to get a clear vision of the network structure? A direct way is to identify the primary communities contained in and composed of it. Our goal is to bring forward a pragmatic solution not only discovering such concerned communities but also offering some inner hierarchy information. We propose a novel core vertices based method. Compared with former analogous algorithms, it overcomes the intrinsic shortcomings of this kind of solutions. Our method requires no strong assumption and no user-specific confined parameters. It can be applied to large scale of data set and a great deal of application situations. Experiments on real data show that it is effective and efficient to offer a comprehensible accuracy outcome. ?2010 IEEE.; EI; 0
语种英语
DOI标识10.1109/FSKD.2010.5569798
内容类型其他
源URL[http://ir.pku.edu.cn/handle/20.500.11897/329800]  
专题信息科学技术学院
推荐引用方式
GB/T 7714
Cheng, Xu,Lu, Qingjie,He, Lian,et al. Communities discovery in mobile call records. 2010-01-01.
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