Topological Centrality and its e-Science Applications

doi:10.1002/asi.21353

	Topological Centrality and its e-Science Applications
	Zhuge, Hai; Zhang, Junsheng
	2010-09-01
发表期刊	JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY
ISSN	1532-2882
卷号	61 期号:9 页码:1824-1841
摘要	Network structure analysis plays an important role in characterizing complex systems. Different from previous network centrality measures, this article proposes the topological centrality measure reflecting the topological positions of nodes and edges as well as influence between nodes and edges in general network. Experiments on different networks show distinguished features of the topological centrality by comparing with the degree centrality, closeness centrality, betweenness centrality, information centrality, and Page Rank. The topological centrality measure is then applied to discover communities and to construct the backbone network. Its characteristics and significance is further shown in e-Science applications.
DOI	10.1002/asi.21353
收录类别	SCI
语种	英语
资助项目	National Basic Research Program of China[2003CB317000] ; Ministry of Science and Technology of China[2006DFA11970] ; National High Technology Research and Development Program of China[2007AA12Z220] ; National Science Foundation of China[60773057] ; National Science Foundation of China[60703018]
WOS研究方向	Computer Science ; Information Science & Library Science
WOS类目	Computer Science, Information Systems ; Information Science & Library Science
WOS记录号	WOS:000281011400008
出版者	JOHN WILEY & SONS INC
引用统计	被引频次：47[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/12348
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Zhuge, Hai
作者单位	Chinese Acad Sci, Inst Comp Technol, Key Lab Intelligent Informat Proc, Knowledge Grid Res Grp, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	Zhuge, Hai,Zhang, Junsheng. Topological Centrality and its e-Science Applications[J]. JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY,2010,61(9):1824-1841.
APA	Zhuge, Hai,&Zhang, Junsheng.(2010).Topological Centrality and its e-Science Applications.JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY,61(9),1824-1841.
MLA	Zhuge, Hai,et al."Topological Centrality and its e-Science Applications".JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY 61.9(2010):1824-1841.