书目

Community Structure of Complex Networks (Springer Theses)

  • 作者 Hua-Wei Shen著
  • 出版社 Springer
  • 出版时间 2013年4月
  • ISBN 9783642318207
  • 定价 1480.90

内容简介

Communitystructureisasalientstructuralcharacteristicofmanyreal-worldnetworks.Communitiesaregenerallyhierarchical,overlapping,multi-scaleandcoexistwithothertypesofstructuralregularitiesofnetworks.Thisposesmajorchallengesforconventionalmethodsofcommunitydetection.Thisbookwillcomprehensivelyintroducethelatestadvancesincommunitydetection,especiallythedetectionofoverlappingandhierarchicalcommunitystructures,thedetectionofmulti-scalecommunitiesinheterogeneousnetworks,andtheexplorationofmultipletypesofstructuralregularities.Theseadvanceshavebeensuccessfullyappliedtoanalyzelarge-scaleonlinesocialnetworks,suchasFacebookandTwitter.Thisbookprovidesreadersaconvenientwaytograspthecuttingedgeofcommunitydetectionincomplexnetworks.Thethesisonwhichthisbookisbasedwashonoredwiththe"Top100ExcellentDoctoralDissertationsAward"fromtheChineseAcademyofSciencesandwasnominatedasthe"OutstandingDoctoralDissertation"bytheChineseComputerFederation.

作者简介

Hua-WeiSheniscurrentlyanassociateprofessorattheInstituteofComputingTechnology,ChineseAcademyofSciences,whereheleadsaresearchgrouponnetworkanalysisandsocialcomputing.Hismainresearchinterestsincludenetworkscience,recommendersystem,andsocialnetworkanalysis.HereceivedhisPhDfromtheGraduateUniversityoftheChineseAcademyofSciencesin2010.Hisdoctoralthesiswashonoredwiththe"Top100ExcellentDoctoralDissertationsAward"bytheChineseAcademyofSciencesandwasnominatedasthe"OutstandingDoctoralDissertation"bytheChineseComputerFederation.Hehaspublishedmorethan40papersinprestigiousjournalsandtopinternationalconferences,includingPLoSONE,PhysicalReviewE,JournalofStatisticalMechanics,WWW,CIKM,WSDM,andIJCAI.

丛书

Springer Theses

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