Quantitative function for community detection

doi:10.1103/PhysRevE.77.036109

CSpace > 应用数学研究所

	Quantitative function for community detection
	Li, Zhenping 1,2; Zhang, Shihua2,3 ; Wang, Rui-Sheng 4; Zhang, Xiang-Sun2 ; Chen, Luonan 5,6
	2008-03-01
发表期刊	PHYSICAL REVIEW E
ISSN	1539-3755
卷号	77 期号:3 页码:9
摘要	We propose a quantitative function for community partition-i.e., modularity density or D value. We demonstrate that this quantitative function is superior to the widely used modularity Q and also prove its equivalence with the objective function of the kernel k means. Both theoretical and numerical results show that optimizing the new criterion not only can resolve detailed modules that existing approaches cannot achieve, but also can correctly identify the number of communities.
DOI	10.1103/PhysRevE.77.036109
语种	英语
WOS研究方向	Physics
WOS类目	Physics, Fluids & Plasmas ; Physics, Mathematical
WOS记录号	WOS:000254539900017
出版者	AMER PHYSICAL SOC
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/6401
专题	应用数学研究所
通讯作者	Zhang, Xiang-Sun
作者单位	1.Beijing Wuzi Univ, Beijing 101149, Peoples R China 2.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100080, Peoples R China 3.Chinese Acad Sci, Grad Univ, Beijing 100049, Peoples R China 4.Renmin Univ China, Sch Informat, Beijing 100872, Peoples R China 5.Shanghai Univ, Inst Syst Biol, Shanghai 200444, Peoples R China 6.Osaka Sangyo Univ, Dept Elect Engn & Elect, Osaka 5748530, Japan
推荐引用方式 GB/T 7714	Li, Zhenping,Zhang, Shihua,Wang, Rui-Sheng,et al. Quantitative function for community detection[J]. PHYSICAL REVIEW E,2008,77(3):9.
APA	Li, Zhenping,Zhang, Shihua,Wang, Rui-Sheng,Zhang, Xiang-Sun,&Chen, Luonan.(2008).Quantitative function for community detection.PHYSICAL REVIEW E,77(3),9.
MLA	Li, Zhenping,et al."Quantitative function for community detection".PHYSICAL REVIEW E 77.3(2008):9.