Data Mining Technology and its Application in CRM of Commercial Banks

Data Mining Technology and its Application in CRM of Commercial Banks

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时间:2019-07-04

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1、2009FirstInternationalWorkshoponDatabaseTechnologyandApplicationsDataMiningTechnologyanditsApplicationInCRMofCommercialBanksBinFangShoufengMaSchoolofManagementSchoolofManagementTianjinUniversityTianjinUniversityTianjin,ChinaTianjin,ChinaTckoguri@163.comGaiyuying@163.comAbstract-CRMisaninnovat

2、ivemarketingstrategyThecoreideaofCRMattachestheimportancetocenteredoncustomerandacomprehensivemanagementcustomerrelationship,providessignificantandtechnologicalmethod.TheapplicationofDataMiningcommunicationchannelsviacarryingoutsystematic(DW)technologyinCRMplaysanimportantroleincustomerresear

3、ch,buildsstudyrelationswithcustomersimprovingthelevelandefficiencyofCRMincommercialandfinallyachievescustomerprofit,customerretentionbanks.ThispapermainlyintroducesstructuresofCRMinandcustomerloyalty.TheintroductionandcommercialbanksandDMtechnology,andemphasizestheimplementationofCRMincommerc

4、ialbankswillapplicationofDMtechnologyintheCRMofthecertainlysetupthecustomer-orientedoperatingstrategy,commercialbankandfinallydiscussessomekeyproblemsreducetheoperatingcost,further,deeplyunderstandtherelatedtothisapplicationofDMintheCRM.customers’demandsandputwell-directedeffectivemarketingin

5、toeffect,soastoattract&keepcustomersKeywords-CRM;datawarehouse;datamining;bankandimproveprofitability.B.SystematicStructureofCommercialBanks’CRMI.IntroductionCommercialbanks’CRMreferstothepromotionandAlongwithincreasingaccelerationofmarketapplicationofCRMinthebankingfieldofcommercialcompetiti

6、onandunceasingdevelopmentofeconomicbanksandfallsintothreelevels:communication-levelintegration,deepchangesoccurbetweencommercialCRM,operation-levelCRMandsupport-levelCRM,andbanksandcustomers.ThemarketingconceptofitssystematicstructureisshowninFig.1.Thecommercialbanksisalsotransformedfrompursu

7、ingcommunication-levelCRMistheinterfaceofCRMtoreturnofscaletominingefficiencyofcustomers.Itisinteract,collectandoutputinformationwithcustomers,consideredasthekeytocultivatecurrentcustomersandincludingphone,fax,Internet,Email,wirelessnetwork,m

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