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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