By Hua-Wei Shen
Community constitution is a salient structural attribute of many real-world networks. groups are in general hierarchical, overlapping, multi-scale and coexist with different kinds of structural regularities of networks. This poses significant demanding situations for traditional tools of group detection. This e-book will comprehensively introduce the most recent advances in group detection, specially the detection of overlapping and hierarchical neighborhood constructions, the detection of multi-scale groups in heterogeneous networks, and the exploration of a number of different types of structural regularities. those advances were effectively utilized to investigate large-scale on-line social networks, akin to fb and Twitter. This ebook presents readers a handy technique to seize the leading edge of group detection in advanced networks.
The thesis on which this booklet relies was once commemorated with the “Top a hundred first-class Doctoral Dissertations Award” from the chinese language Academy of Sciences and used to be nominated because the “Outstanding Doctoral Dissertation” by means of the chinese language laptop Federation.
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Extra info for Community Structure of Complex Networks (Springer Theses)
Community Structure of Complex Networks (Springer Theses) by Hua-Wei Shen