A Micro-Community Structure Merging Model Using a Community Sample Matrix
文献类型：期刊论文
| 作者 | Li Lin; Peng Hao; Lu Song-Nian; Tian Ying |
| 刊名 | chin. phys. lett.
 |
| 出版日期 | 2013 |
| 卷号 | 30期号:1页码:18901 |
| 通讯作者 | li, l (reprint author), shanghai jiao tong univ, dept elect engn, shanghai 200240, peoples r china. |
| 英文摘要 | detecting an overlapping and hierarchical community structure can give a significant insight into structural and functional properties in complex networks. we propose a micro-community structure merging model to detect overlapping and hierarchical communities. the algorithm maps communities to random variables using the community sample matrix to evaluate similarity between communities. after finding density-based micro-community structures, the algorithm merges these reasonable micro-communities iteratively to form communities. simulation results in three real networks show that the proposed algorithm is more accurate than some existing mechanisms. in this way, we can obtain a detailed understanding of the overlapping and hierarchical communities. |
| 收录类别 | SCI |
| 语种 | 英语 |
| 版本 | 出版稿 |
| 源URL | [http://ir.siom.ac.cn/handle/181231/14617]  |
| 专题 | 上海光学精密机械研究所_中科院强激光材料重点实验室 |
| 作者单位 | 1.[Li Lin 2.Peng Hao 3.Lu Song-Nian] Shanghai Jiao Tong Univ, Dept Elect Engn, Shanghai 200240, Peoples R China 4.[Tian Ying] Chinese Acad Sci, Shanghai Inst Opt & Fine Mech, Key Lab Mat High Power Laser, Shanghai 201800, Peoples R China |
| 推荐引用方式 GB/T 7714 | Li Lin,Peng Hao,Lu Song-Nian,et al. A Micro-Community Structure Merging Model Using a Community Sample Matrix[J]. chin. phys. lett.,2013,30(1):18901. |
| APA | Li Lin,Peng Hao,Lu Song-Nian,&Tian Ying.(2013).A Micro-Community Structure Merging Model Using a Community Sample Matrix.chin. phys. lett.,30(1),18901. |
| MLA | Li Lin,et al."A Micro-Community Structure Merging Model Using a Community Sample Matrix".chin. phys. lett. 30.1(2013):18901. |
入库方式： OAI收割
来源：上海光学精密机械研究所
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