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The Text Mining Handbook：Advanced Approaches in Analyzing Unstructured Data

The Text Mining Handbook：Advanced Approaches in Analyzing Unstructured Data
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作者: 著 , 著
出版社: Cambridge University Press
2006-12
ISBN: 9780521836579
定价: 669.20
装帧: 精装
开本: 其他
纸张: 其他
页数: 422页
正文语种: 英语
分类: 外文古旧书>英文书>计算机与互联网
  • Textminingisanewandexcitingareaofcomputerscienceresearchthattriestosolvethecrisisofinformationoverloadbycombiningtechniquesfromdatamining,machinelearning,naturallanguageprocessing,informationretrieval,andknowledgemanagement.Similarly,linkdetection–arapidlyevolvingapproachtotheanalysisoftextthatsharesandbuildsuponmanyofthekeyelementsoftextmining–alsoprovidesnewtoolsforpeopletobetterleveragetheirburgeoningtextualdataresources.TheTextMiningHandbookpresentsacomprehensivediscussionofthestate-of-the-artintextminingandlinkdetection.Inadditiontoprovidinganin-depthexaminationofcoretextminingandlinkdetectionalgorithmsandoperations,thebookexaminesadvancedpre-processingtechniques,knowledgerepresentationconsiderations,andvisualizationapproaches.Finally,thebookexplorescurrentreal-world,mission-criticalapplicationsoftextminingandlinkdetectioninsuchvariedfieldsasM&Abusinessintelligence,genomicsresearchandcounter-terrorismactivities. DrRonenFeldmanisaSeniorLecturerintheMathematicsandComputerScienceDepartmentofBar-IlanUniversityandDirectoroftheDataandTextMiningLaboratory.DrFeldmanisco-founder,ChiefScientistandChairmanoftheBoardofClearforest,Ltd.,aleaderindevelopingnextgenerationtextminingapplicationsforcorporateandgovernmentclients.HealsorecentlyservedasanAdjunctProfessoratNewYorkUniversity'sSternSchoolofBusiness.Apioneerintheareasofmachinelearning,datamining,andunstructureddatamanagement,hehasauthoredorco-authoredmorethan70publishedarticlesandconferencepapersintheseareas.JimSangerisaventurecapitalist,appliedtechnologistandrecognizedindustryexpertintheareasofcommercialdatasolutions,InternetapplicationsandITsecurityproducts.HeisapartneratABSVentures,anindependentventurefirmfoundedin1982andoriginallyassociatedwithtechnologybankingleaderAlexBrownandSons.ImmediatelybeforejoiningABSVentures,MrSangerwasaManagingDirectorintheNewYorkofficesofDBCapitalVenturePartners,theglobalventurecapitalarmofEurope'slargestfinancialinstitution,DeutscheBank.BeforetransferringtoDBCapitalinNewYork,MrSangerwasChiefTechnologyOfficerandDirectorofTechInvestmentforDeutscheBank'sLondon-basedcorporatedevelopmentandventuringgroup,aswellasVicePresidentofSoftwareDevelopmentfortheE-businessdivisionoftheDeutscheBank'sinvestmentbankingorganization.PriortohisworkatDeutscheBank,MrSangerheldavarietyofseniorITpositionsatBarclaysBankandBellAtlanticCorporation(nowVerizonCommunications).MrSangerhasbeenaboardmemberofseveralthought-leadingtechnologycompanies,includingInxightSoftware,Gomez,Inc.,andClearforest,Inc.;hehasalsoservedasanofficialobservertotheboardsofAlphaBlox(acquiredbyIBMin2004),Intralinks,andImagineSoftware,andasamemberoftheTechnicalAdvisoryBoardofQualys,Inc.Hehasbeenaspeakeratleadingtechnologyconferences,includingInternetWorld,M-CommerceWorld,EuromoneySeminars,andYankeeGroup-sponsoredevents.MrSangerreceivedhisBA,cumlaude,fromtheUniversityofPennsylvaniaandattendedpostgraduatecoursesinSoftwareEngineeringandInformationTechnologyatOxfordUniversityandtheUniversityofLiverpool.MrSangerisamemberoftheIEEEandAmericanAssociationforArtificialIntelligence(AAAI).
  • 内容简介:
    Textminingisanewandexcitingareaofcomputerscienceresearchthattriestosolvethecrisisofinformationoverloadbycombiningtechniquesfromdatamining,machinelearning,naturallanguageprocessing,informationretrieval,andknowledgemanagement.Similarly,linkdetection–arapidlyevolvingapproachtotheanalysisoftextthatsharesandbuildsuponmanyofthekeyelementsoftextmining–alsoprovidesnewtoolsforpeopletobetterleveragetheirburgeoningtextualdataresources.TheTextMiningHandbookpresentsacomprehensivediscussionofthestate-of-the-artintextminingandlinkdetection.Inadditiontoprovidinganin-depthexaminationofcoretextminingandlinkdetectionalgorithmsandoperations,thebookexaminesadvancedpre-processingtechniques,knowledgerepresentationconsiderations,andvisualizationapproaches.Finally,thebookexplorescurrentreal-world,mission-criticalapplicationsoftextminingandlinkdetectioninsuchvariedfieldsasM&Abusinessintelligence,genomicsresearchandcounter-terrorismactivities.
  • 作者简介:
    DrRonenFeldmanisaSeniorLecturerintheMathematicsandComputerScienceDepartmentofBar-IlanUniversityandDirectoroftheDataandTextMiningLaboratory.DrFeldmanisco-founder,ChiefScientistandChairmanoftheBoardofClearforest,Ltd.,aleaderindevelopingnextgenerationtextminingapplicationsforcorporateandgovernmentclients.HealsorecentlyservedasanAdjunctProfessoratNewYorkUniversity'sSternSchoolofBusiness.Apioneerintheareasofmachinelearning,datamining,andunstructureddatamanagement,hehasauthoredorco-authoredmorethan70publishedarticlesandconferencepapersintheseareas.JimSangerisaventurecapitalist,appliedtechnologistandrecognizedindustryexpertintheareasofcommercialdatasolutions,InternetapplicationsandITsecurityproducts.HeisapartneratABSVentures,anindependentventurefirmfoundedin1982andoriginallyassociatedwithtechnologybankingleaderAlexBrownandSons.ImmediatelybeforejoiningABSVentures,MrSangerwasaManagingDirectorintheNewYorkofficesofDBCapitalVenturePartners,theglobalventurecapitalarmofEurope'slargestfinancialinstitution,DeutscheBank.BeforetransferringtoDBCapitalinNewYork,MrSangerwasChiefTechnologyOfficerandDirectorofTechInvestmentforDeutscheBank'sLondon-basedcorporatedevelopmentandventuringgroup,aswellasVicePresidentofSoftwareDevelopmentfortheE-businessdivisionoftheDeutscheBank'sinvestmentbankingorganization.PriortohisworkatDeutscheBank,MrSangerheldavarietyofseniorITpositionsatBarclaysBankandBellAtlanticCorporation(nowVerizonCommunications).MrSangerhasbeenaboardmemberofseveralthought-leadingtechnologycompanies,includingInxightSoftware,Gomez,Inc.,andClearforest,Inc.;hehasalsoservedasanofficialobservertotheboardsofAlphaBlox(acquiredbyIBMin2004),Intralinks,andImagineSoftware,andasamemberoftheTechnicalAdvisoryBoardofQualys,Inc.Hehasbeenaspeakeratleadingtechnologyconferences,includingInternetWorld,M-CommerceWorld,EuromoneySeminars,andYankeeGroup-sponsoredevents.MrSangerreceivedhisBA,cumlaude,fromtheUniversityofPennsylvaniaandattendedpostgraduatecoursesinSoftwareEngineeringandInformationTechnologyatOxfordUniversityandtheUniversityofLiverpool.MrSangerisamemberoftheIEEEandAmericanAssociationforArtificialIntelligence(AAAI).
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