Difference between revisions of "Tang et al.: ICDM 2009"
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Revision as of 15:21, 31 March 2011
Citation
Lei Tang, Xufei Wang, and Huan Liu, "Uncovering Groups via Heterogeneous Interaction Analysis", Proceedings of the Ninth IEEE International Conference on Data Mining, 2009
Online version
Summary
This paper aims at community detection in multi-dimensional networks. They try to integrate the network information of multiple dimensions in order to discover cross-dimension group structures. The method is a two-phase strategy to identify the hidden structures shared across dimensions. At fist the structural features from each dimension of the network is extracted via modularity analysis, and then the features are integrated to find out a community structure among actors.
