churn+prediction+in+telecommunications+by+data+mining+technology.

churn+prediction+in+telecommunications+by+data+mining+technology.

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时间:2019-02-26

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1、ChurnPredictioninTelecommunicationsbyDataMiningTechnologyByNABILMOHAMMADA】mEELAL—SHARAFIAthesissubmittedinpartialFulfillmentoftheRequirementsforthedegreeofMasterofEngineeringinComputerScienceintheGraduateSchoolofHunanUniversitySupervisorProf.LI,ZHIYONGDecember.2012HUNANUN

2、IVERSITYDECLARATIoNI,NABILMOHAMMADAKHEELAL—SHARAFI,herebydeclarethattheworkpresentedinthisMaster’Sthesisemkled‘‘ChurnPredictioninTelecommunicationsbyDataMiningTechnology.’’ismyoriginalworkandhasnotbeenpresentedelsewhereforanyacademicqualification.Wherereferenceshavebeenus

3、edfi'ombooks,publishedpapers,reportsandwebsites,itisfullyacknowledgedinaccordancewiththest锄dardreferencing’practicesofthediscipline.Student’ssignature:丛垒生CopyrightStatementPermissionisherewithgrantedtoHunanUniversitytocirculateandreproducefornon—commercialpurposes,atitsdi

4、scretion,thisthesisupontherequestofindividualsorinstitutions.Theauthordoesnotreserveotherpublicationfightsandthethesisnorextensiveextractsfromitbeprintedorotherwisereproducewithouttheauthor’Swrittenpermission.Thisthesisbelongsto:1.Secure2.Notsecurethispowerofattorneyisval

5、idafter(Pleasemarktheabovecorrespondingcheckboxwith“4”)Author’SSignature:世竺∑!LSupervisor’SSignature:Date:竺坚Js23Date:2Q选l3lZMASTER’ST胍SISDEDICATIONThisthesisisdedicatedtomyParentsMohammad,myfather,Fatimah,mymother,Shaima,mywife,NadaandMohammad,mylovelykidsandtoallmyfamilym

6、embers.Ialsoliketodedicatethismodestworkforeveryknowledgeseekers,students,andresearchersinthisspaciousuniverse.ChurnPredictioninTelecommunicationsbyDataMiningTechnologyABSTRACTInmobiletelecommunicationcompanies,prepaidcustomersarenotboundbyacontractandcanthereforechangeop

7、eratorsattheirconvenienceandwithoutanotificationtothecompany.Lossofacustomer,alsoknownaschurncustomer,toacompetitorisaproblemfacingalmosteverycompanyinanygivenindustry.Thisphenomenonisamajorsourceoffinancialloss,becauseitisgeneraUymuchmoreexpensivetoattractnewcustomerstha

8、nitistoretainandselltoexistingones.Therefore,chumisimportanttomanage,especiallyinindustrieschara

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