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1、CommunityDetectionandMininginSocialMediaSynthesisLecturesonDataMiningandKnowledgeDiscoveryEditorJiaweiHan,UniversityofIllinoisatUrbana-ChampaignLiseGetoor,UniversityofMarylandWeiWang,UniversityofNorthCarolina,ChapelHillJohannesGehrke,CornellUniversityRobertGrossman,Unive
2、rsityofIllinois,ChicagoSynthesisLecturesonDataMiningandKnowledgeDiscoveryiseditedbyJiaweiHan,LiseGetoor,WeiWang,andJohannesGehrke.Theseriespublishes50-to150-pagepublicationsontopicspertainingtodatamining,webmining,textmining,andknowledgediscovery,includingtutorialsandcas
3、estudies.Thescopewilllargelyfollowthepurviewofpremiercomputerscienceconferences,suchasKDD.Potentialtopicsinclude,butnotlimitedto,dataminingalgorithms,innovativedataminingapplications,dataminingsystems,miningtext,webandsemi-structureddata,highperformanceandparallel/distri
4、buteddatamining,dataminingstandards,dataminingandknowledgediscoveryframeworkandprocess,dataminingfoundations,miningdatastreamsandsensordata,miningmulti-mediadata,miningsocialnetworksandgraphdata,miningspatialandtemporaldata,pre-processingandpost-processingindatamining,ro
5、bustandscalablestatisticalmethods,security,privacy,andadversarialdatamining,visualdatamining,visualanalytics,anddatavisualization.CommunityDetectionandMininginSocialMediaLeiTangandHuanLiu2010EnsembleMethodsinDataMining:ImprovingAccuracyThroughCombiningPredictionsGiovanni
6、SeniandJohnF.Elder2010ModelingandDataMininginBlogosphereNitinAgarwalandHuanLiu2009Copyright©2010byMorgan&ClaypoolAllrightsreserved.Nopartofthispublicationmaybereproduced,storedinaretrievalsystem,ortransmittedinanyformorbyanymeanselectronic,mechanical,photocopy,recording,
7、oranyotherexceptforbriefquotationsinprintedreviews,withoutthepriorpermissionofthepublisher.CommunityDetectionandMininginSocialMediaLeiTangandHuanLiuwww.morganclaypool.comISBN:9781608453542paperbackISBN:9781608453559ebookDOI10.2200/S00298ED1V01Y201009DMK003APublicationint
8、heMorgan&ClaypoolPublishersseriesSYNTHESISLECTURESONDATAMININGANDKNOWLEDGEDISCOVERYLecture#3SeriesEdito
