基于模糊集的商業(yè)銀行個(gè)人客戶分類系統(tǒng)的研究與實(shí)現(xiàn).pdf

1、⑧申請(qǐng)同濟(jì)大學(xué)工程碩士學(xué)位論文X860066基于模糊集的商業(yè)銀行個(gè)人客戶分類系統(tǒng)的研究與實(shí)現(xiàn)培養(yǎng)單位：一級(jí)學(xué)科：二級(jí)學(xué)科：研究生：指導(dǎo)教師：校外導(dǎo)師：軟件學(xué)院計(jì)算機(jī)科學(xué)與技術(shù)軟件工程萬(wàn)紅新穆斌副教授聶承啟二oo六年一月些!塑竺一ABSTRACTThecommercialbankmaintainsagreatamountofbusinessdata，servicedataandthebasicinformationofpersonalcu

2、stomerTherearelotsofvaluableinformationexistedinthedataWiththeapplicationofclusteringanalysis，thebankCanextractthecustomer’Sclassificationknowledgefromthedatasets，whichCanprovidereferencesforthecustomerservicedecisionThe

3、rearemuchofdubiouscustomerdataincommercialbanks，SOitiSverydifficulttodefineandsegmentthesedatabYclassicsetstheoryandwedealwitllthesedatabyfuzzyclusteringanalysisAccordingtotheresearchofcustomerclassificationofNanchangCit

4、yCommercialBank，weimplememasystemofpersonalcustomerclassificationbasedonfitzzysetsbyuseofvisualprogrammingandlargescaleDBMSThroughthesystem，commercialbankCanclassifythecustomerbykeyattributes，anditcanprovidehelpforthecus

5、tomersegment，serviceandmarketingplotThepapergivesanalysesofthesignificancerealizingpossibilityandthestudystatusaboutthecustomerclassificationfirstlyTheresearchcontentsystemdesigningandtheessentialtechniquetosolveareconfi

6、rmedthen111efuzzysetsisintroducedindetail，asitisthebasistheoryofcustomerclassification，andthealgorithmoffuzzyclusteringisdescribedbyallexamplealsoThedesigningbackground，systemframework，functionmodulesandthealgorithmdesig

7、ningoffuzzyclusteringareallexpatiatedThen，itisdetailedtoanalyzethesystemrealizingprocessThesystemclassificationvaluationispresentedbydatadeferenceanalysisThecurrentresearchresultandthefurthersteptoimprovethesystemfunctio