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MICS
2008
124views more  MICS 2008»
13 years 4 months ago
Community Structures of Networks
We present an approach to studying the community structures of networks by using linear programming (LP). Starting with a network in terms of (a) a collection of nodes and (b) a co...
William Y. C. Chen, Andreas W. M. Dress, Winking Q...
WWW
2008
ACM
14 years 6 months ago
Statistical properties of community structure in large social and information networks
A large body of work has been devoted to identifying community structure in networks. A community is often though of as a set of nodes that has more connections between its member...
Jure Leskovec, Kevin J. Lang, Anirban Dasgupta, Mi...
CORR
2010
Springer
130views Education» more  CORR 2010»
13 years 4 months ago
Spectral methods for the detection of network community structure: a comparative analysis
Spectral analysis has been successfully applied to the detection of community structure of networks, respectively being based on the adjacency matrix, the standard Laplacian matrix...
Hua-Wei Shen, Xue-Qi Cheng
ICDM
2009
IEEE
125views Data Mining» more  ICDM 2009»
14 years 20 days ago
A Fully Automated Method for Discovering Community Structures in High Dimensional Data
—Identifying modules, or natural communities, in large complex networks is fundamental in many fields, including social sciences, biological sciences and engineering. Recently s...
Jianhua Ruan
HICSS
2008
IEEE
137views Biometrics» more  HICSS 2008»
14 years 14 days ago
Social Network Structure as a Critical Success Condition for Virtual Communities
Virtual communities have become an important new organizational form and yet relatively little is known about the conditions which lead to their success. In an attempt to address ...
David Hinds, Ronald M. Lee