数据挖掘技术综述-毕业论文外文翻译.doc

数据挖掘技术综述-毕业论文外文翻译.doc

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时间:2020-03-21

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1、SummaryofDataMiningTechnologyAbstract:Withthedevelopmentofcomputerandnetworktechnology,itisveryeasytoobtainrelevantinformation.Butforthelargenumberoflarge-scaledata,thetraditionalstatisticalmethodscannotcompletetheanalysisofsuchdata.Therefore,anintelligent,comprehensiveapplic

2、ationofavarietyofstatisticalanalysis,database,intelligentlanguagetoanalyzelargedatadataMdataminingH(DateMining)technologycameintobeing.Thispapermainlyintroducesthebasicconceptofdataminingandthemethodofdatamining.Theapplicationofdatamininganditsdevelopmentprospectarealsodescri

3、bedinthispaper.Keywords:datamining;method;application;foreground1IntroductionWiththerapiddevelopmentofinformationtechnology,thescaleofthedatabasehasbeenexpanding,resultinginalotofdata.Thesurgeofdataishiddenbehindalotofimportantinformation,peoplewanttobeabletoconductahigherlev

4、elofanalysisinordertomakebetteruseofthesedata.Inordertoprovidedecisionmakerswithaunifiedglobalperspective,datawarehousesareestablishedinmanyareas.Butalotofdataoftenmakesitimpossibletoidentifyhiddeninwhichcanprovidesupportfordecision-makinginformation,andthetraditionalquery,re

5、portingtoolscannotmeettheneedsofminingthisinformation.Therefore,theneedforanewdataanalysistechnologytodealwithlargeamountsofdata,andfromtheextractionofvaluablepotentialknowledge,datamining(DataMining)technologycameintobeing.Dataminingtechnologyisalsoaccompaniedbythedevelopmen

6、tofdatawarehousetechnologyandgraduallyimproved.2DataMiningTechnology2.1DefinitionofdataminingDataminingreferstothenon-trivialprocessofautomaticallyextractingusefulinformationhiddeninthedatafromthedataset.Theinformationisrepresentedbyrules,concepts,rulesandpatterns.Ithelpsdeci

7、sionmakersanalyzehistoricaldataandcurrentdataanddiscoverhiddenrelationshipsandpatternstopredictfuturebehaviorsthatmayoccur.Theprocessofdataminingisalsocalledtheprocessofknowledgediscovery.Itisakindofinterdisciplinaryandinterdisciplinarysubject,whichinvolvesthefieldsofdatabase

8、,artificialintelligence,mathematicalstatistics,visualizationandparal

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