基于数据挖掘的客户细分在人寿保险中的应用(10)

2021-01-28 20:48

论文资料,经济,管理,金融,保险

Abstract

TheinsuranceindustrypremiuminPRChasbeenincreasingfor30%yearonyearsince1980whendomesticinsurancebusinesswasresumed.Thestatusofinsuranceindustryinnationaleconomyisenhancedinrecentyears,anditssocialfunctionslikeriskmanagement,economicremedyandcapitalcirculatingarealsostrengthened.

Currently,insuranceindustryinchinaisstillontheinitialstage.Theinsurancecompaniesarenotmature.andmanyofthemarestillunabletoestablisha11.roundoperatingandprocessingschedulesorpolicies.1'】kirbusinessesgrowingdependonbranchesbuilding,increasinginputandoverbudgetoperation.Ithasbeenthemostimportantissueforinsurancecompaniestofigureoutavaluedwaytoensurebusinessgrowingandincomeincreasing.

Comparedwithpropertyinsurance,thelifeinsuranceismorerelatedwithcustomerbehavior.Basedontheresearchofcustomerbehaviorandcustomersegmentation,theauthorpointouttheinsurancecompanyshouldtargetinthemarketsegmentationtomeetclients’need,andformulateobjectivemarketingstrategytoguidingthebusinessoperation.

Fromtheresearchsector,theliireinsurancecnstomersegmentationislocatedinthecrossingborderofcustomerbehavior,marketsegmentation,anddatamining.111eessayfirstlyretrospectsthetheorybaseandpointsoutthatthedevelopmentofcustomerbehavior,marketsegmentationanddataminingprovidesbasicsupporttotheresearch.

Secondly,theessaycombinesthetheorieswithindustrialcharacteroflifeinsuranceandpresentsthevariablesofcustomersegmentationincludinggeographic,demographic,psychologicalandbehavedsegmentation.AccordingtoCRISP-DMprocessmodel,thepaperdiscussesfeasibilityoftheinsuranceclients’segmentationbyclusteranalysisunderdatamining.

Finally,thepaperprovidesanempiricalstudyonlifeinsuranceclients’segmentation.Customer’Sclusterisanimportantbasetodescribetheconsumer’Scharacterandmakeavailablemarketingandservicestrategy.

Keywords:Customerbehavior,Customersegmentation,Clusteranalysis,Datamining


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