A Micro-Community Structure Merging Model Using a Community Sample Matrix

CORC > 上海光学精密机械研究所 > 中国科学院上海光学精密机械研究所 > 中科院强激光材料重点实验室

	A Micro-Community Structure Merging Model Using a Community Sample Matrix
	Li Lin ; Peng Hao ; Lu Song-Nian ; Tian Ying
刊名	chin. phys. lett.
	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
内容类型	期刊论文
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.