数据挖掘技术综述-毕业论文外文翻译

数据挖掘技术综述-毕业论文外文翻译

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

2、iveapplicationofavarietyofstatisticalanalysis,database,intelligentlanguagetoanalyzelargedatadata"datamining"(DateMining)technologycameintobeing.Thispapermainlyintroducesthebasicconceptofdataminingandthemethodofdatamining.Theapplicationofdatamininganditsdevelopmentpro

3、spectarealsodescribedinthispaper.Keywords:datamining;method;application;foreground1IntroductionWiththerapiddevelopmentofinformationtechnology,thescaleofthedatabasehasbeenexpanding,resultinginalotofdata.Thesurgeofdataishiddenbehindalotofimportantinformation,peoplewant

4、tobeabletoconductahigherlevelofanalysisinordertomakebetteruseofthesedata.Inordertoprovidedecisionmakerswithaunifiedglobalperspective,datawarehousesareestablishedinmanyareas.Butalotofdataoftenmakesitimpossibletoidentifyhiddeninwhichcanprovidesupportfordecision-makingi

5、nformation,andthetraditionalquery,reportingtoolscannotmeettheneedsofminingthisinformation.Therefore,theneedforanewdataanalysistechnologytodealwithlargeamountsofdata,andfromtheextractionofvaluablepotentialknowledge,datamining(DataMining)technologycameintobeing.Datamin

6、ingtechnologyisalsoaccompaniedbythedevelopmentofdatawarehousetechnologyandgraduallyimproved.2DataMiningTechnology2.1DefinitionofdataminingDataminingreferstothenon-trivialprocessofautomaticallyextractingusefulinformationhiddeninthedatafromthedataset.Theinformationisre

7、presentedbyrules,concepts,rulesandpatterns.Ithelpsdecisionmakersanalyzehistoricaldataandcurrentdataanddiscoverhiddenrelationshipsandpatternstopredictfuturebehaviorsthatmayoccur.Theprocessofdataminingisalsocalledtheprocessofknowledgediscovery.Itisakindofinterdisciplin

8、aryandinterdisciplinarysubject,whichinvolvesthefieldsofdatabase,artificialintelligence,mathematicalstatistics,visualizationandparal

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