Download e-book for kindle: Community Structure of Complex Networks by Hua-Wei Shen (auth.)

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By Hua-Wei Shen (auth.)

ISBN-10: 3642318207

ISBN-13: 9783642318207

ISBN-10: 3642318215

ISBN-13: 9783642318214

Community constitution is a salient structural attribute of many real-world networks. groups are usually hierarchical, overlapping, multi-scale and coexist with different kinds of structural regularities of networks. This poses significant demanding situations for traditional equipment of neighborhood detection. This ebook will comprehensively introduce the newest advances in neighborhood detection, in particular the detection of overlapping and hierarchical neighborhood buildings, the detection of multi-scale groups in heterogeneous networks, and the exploration of a number of kinds of structural regularities. those advances were effectively utilized to research large-scale on-line social networks, akin to fb and Twitter. This e-book offers readers a handy option to grab the leading edge of neighborhood detection in advanced networks.
The thesis on which this booklet is predicated used to be 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 way of the chinese language machine Federation.

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Additional resources for Community Structure of Complex Networks

Example text

35], Copyright 2009, with permission from IOP Publishing and SISSA No. Description Words in each community 1 theater 2 musical instrument 3 children 4 sports 5 toys act actor actress bow character cinema curtsey dance director do drama entertain entertainment film guide involve juggler lead movie participate perform performance play portray producer production program scene screen show sing stage television theater alto band banjo bass beep blues brass bugle cello clarinet clef compose concert conductor country drum faddle fiddle flute guitar harp honk horn instrument jazz keyboard loud music oboe orchestra piano play rock saxophone symphony tenor treble trombone trumpet tuba tune viola violin woodwind adults balls children family friends fun grown-ups guardians kids love mischief nursery parents play playground play_dough prank putty toy toys tricycle active arena athlete athletic baseball basketball black_and_white field football fun game illustrated inactive jock pigskin play recreation referee soccer sports stadium umpire board boardwalk checkers chess fun game games monopoly nintendo play plaything strategy toy toys vcr video winning yo-yo Note: For each community, a short description is also given.

E 80, 016118 (2009) 38. : An information flow model for conflict and fission in small groups. J. Anthropol. Res. 33, 452–473 (1977) 39. : The bottlenose dolphin community of Doubtful Sound features a large proportion of long-lasting associations. Can geographic isolation explain this unique trait? Behav. Ecol. Sociobiol. 54, 396–405 (2003) 40. : The University of South Florida word association, rhyme, and word fragment norms (1998). 1 Introduction Graph clustering has been widely applied in exploring regularities emerging in relational data.

The maximal clique) and the global statistical significance of link density compared with a null-model reference network. In addition, Qc can be naturally used to simultaneously identify the overlapping and hierarchical community structure of networks. Such a method is helpful to more completely understand the functional and structural properties of networks. The effectiveness of the proposed methods are demonstrated by applications to several real world networks, including the word association network and the scientific collaboration network.

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Community Structure of Complex Networks by Hua-Wei Shen (auth.)

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