application of dimensionality reduction in recommender system-a case study.pdf

application of dimensionality reduction in recommender system-a case study.pdf

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1、ApplicationofDimensionalityReductioninRecommenderSystem-ACaseStudyTechnicalReportDepartmentofComputerScienceandEngineeringUniversityofMinnesota4-192EECSBuilding200UnionStreetSEMinneapolis,MN55455-0159USATR00-043ApplicationofDimensionalityReductioninRecommenderSystem-ACaseStudyBadrul

2、Sarwar,GeorgeKarypis,JosephKonstan,andJohnRiedlJuly14,2000FormApprovedReportDocumentationPageOMBNo.0704-0188Publicreportingburdenforthecollectionofinformationisestimatedtoaverage1hourperresponse,includingthetimeforreviewinginstructions,searchingexistingdatasources,gatheringandmainta

3、iningthedataneeded,andcompletingandreviewingthecollectionofinformation.Sendcommentsregardingthisburdenestimateoranyotheraspectofthiscollectionofinformation,includingsuggestionsforreducingthisburden,toWashingtonHeadquartersServices,DirectorateforInformationOperationsandReports,1215Je

4、ffersonDavisHighway,Suite1204,ArlingtonVA22202-4302.Respondentsshouldbeawarethatnotwithstandinganyotherprovisionoflaw,nopersonshallbesubjecttoapenaltyforfailingtocomplywithacollectionofinformationifitdoesnotdisplayacurrentlyvalidOMBcontrolnumber.1.REPORTDATE3.DATESCOVERED2.REPORTTYP

5、E14JUL2000-4.TITLEANDSUBTITLE5a.CONTRACTNUMBERApplicationofDimensionalityReductioninRecommenderSystem-A5b.GRANTNUMBERCaseStudy5c.PROGRAMELEMENTNUMBER6.AUTHOR(S)5d.PROJECTNUMBER5e.TASKNUMBER5f.WORKUNITNUMBER7.PERFORMINGORGANIZATIONNAME(S)ANDADDRESS(ES)8.PERFORMINGORGANIZATIONArmyRese

6、archOffice,POBox12211,ResearchTriangleREPORTNUMBERPark,NC,27709-22119.SPONSORING/MONITORINGAGENCYNAME(S)ANDADDRESS(ES)10.SPONSOR/MONITOR’SACRONYM(S)11.SPONSOR/MONITOR’SREPORTNUMBER(S)12.DISTRIBUTION/AVAILABILITYSTATEMENTApprovedforpublicrelease;distributionunlimited13.SUPPLEMENTARYN

7、OTESTheoriginaldocumentcontainscolorimages.14.ABSTRACTseereport15.SUBJECTTERMS16.SECURITYCLASSIFICATIONOF:17.LIMITATIONOF18.NUMBER19a.NAMEOFABSTRACTOFPAGESRESPONSIBLEPERSONa.REPORTb.ABSTRACTc.THISPAGE14unclassifiedunclassifiedunclassifiedStandardForm298(Rev.8-98)PrescribedbyANSIStdZ

8、39-18ApplicationofD

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