Weighted tunable clustering in local-world networks with increment behavior

doi:10.1088/1742-5468/2010/11/P11009

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	Weighted tunable clustering in local-world networks with increment behavior
	Ma, Ying-Hong 1; Li, Huijia 2; Zhang, Xiao-Dong 3
	2010-11-01
发表期刊	JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT
ISSN	1742-5468
页码	20
摘要	Since some realistic networks are influenced not only by increment behavior but also by the tunable clustering mechanism with new nodes to be added to networks, it is interesting to characterize the model for those actual networks. In this paper, a weighted local-world model, which incorporates increment behavior and the tunable clustering mechanism, is proposed and its properties are investigated, such as degree distribution and clustering coefficient. Numerical simulations are fitted to the model and also display good right-skewed scale-free properties. Furthermore, the correlation of vertices in our model is studied which shows the assortative property. The epidemic spreading process by weighted transmission rate on the model shows that the tunable clustering behavior has a great impact on the epidemic dynamic.
关键词	growth processes clustering techniques
DOI	10.1088/1742-5468/2010/11/P11009
语种	英语
资助项目	NSFC[71071090] ; NSFC[10971137] ; NSFC[60873058] ; Department of Science and Technology of Shandong Province[Z2008G04] ; Department of Science and Technology of Shandong Province[BS2009DX005] ; STCSM[09XD1402500]
WOS研究方向	Mechanics ; Physics
WOS类目	Mechanics ; Physics, Mathematical
WOS记录号	WOS:000286468600010
出版者	IOP PUBLISHING LTD
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/11162
专题	中国科学院数学与系统科学研究院
通讯作者	Ma, Ying-Hong
作者单位	1.Shandong Normal Univ, Sch Management & Econ, Jinan 250014, Shandong, Peoples R China 2.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100080, Peoples R China 3.Shanghai Jiao Tong Univ, Dept Math, Shanghai 200240, Peoples R China
推荐引用方式 GB/T 7714	Ma, Ying-Hong,Li, Huijia,Zhang, Xiao-Dong. Weighted tunable clustering in local-world networks with increment behavior[J]. JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT,2010:20.
APA	Ma, Ying-Hong,Li, Huijia,&Zhang, Xiao-Dong.(2010).Weighted tunable clustering in local-world networks with increment behavior.JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT,20.
MLA	Ma, Ying-Hong,et al."Weighted tunable clustering in local-world networks with increment behavior".JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT (2010):20.