23大数据的一个重要方面-数据可用性

大数据的一个重要方面:数据可用性作者：李建中，刘显敏，LiJianzhong，LiuXianmin作者单位：哈尔滨工业大学计算机科学与技术学院哈尔滨150001刊名：计算机研究与发展英文刊名：JournalofComputerResearchandDevelopment年，卷(期)：2013,50(6)参考文献(159条)1.RedmanTTheimpactofpoordataqualityonthetypicalenterprise1998(02)2.MillerDW;YeastJD;EvansRLMissingprenatalrecordsatabirthcenter:Acommunicationproblemquantified20053.SwartzNGartnerwarnsfirmsof'dirtydata'2007(03)4.KohnLT;CorriganJM;DonaldsonMSToErrisHuman:BuildingaSaferHealthSystem20005.EckersonWDataWarehousingSpecialReport:Dataqualityandthebottomline20026.EnglishLPImprovingDataWarehouseandBusinessInformationQuality:MethodsforReducingCostsandIncreasingProfits19997.WoolseyB;SchulzMCreditcardstatistics,industryfacts,debtstatistics20138.ShilakesC;TylmanJEnterpriseinformationportals19989.RahmE;DoHHDatacleaning:Problemsandcurrentapproaches2000(04)10.DongXL;Berti-EquilleL;SrivastavaDIntegratingconflictingdata:Theroleofsourcedependence2009(01)11.DongXL;Berti-EquilleL;SrivastavaDTruthdiscoveryandcopyingdetectioninadynamicworld2009(01)12.DongXL;Berti-EquilleL;HuYifanGlobaldetectionofcomplexcopyingrelationshipsbetweensources2010(1/2)13.DongXL;Berti-EquilleL;HuYifanSolomon:Seekingthetruthviacopyingdetection2010(1/2)14.DongXL;NaumannFDatafusion:resolvingdataconflictsforintegration2009(02)15.ChengSiyao;LiJianzhongSamplingbased(ε,δ)-approximateaggregationalgorithminsensornetworks200916.LiJianzhong;ChengSiyao(ε,δ)-approximateaggregationalgorithmsindynamicsensornetworks2012(03)17.ChengSiyao;LiJianzhong;CaiZhipengo(ε)-approximationtophysicalworldbysensornetworks201318.ChengSiyao;LiJianzhong;LiuYuLocationawarepeakvaluequeriesinsensornetworks201219.BohannonP;FanWenfei;GeertsFConditionalfunctionaldependenciesfordatacleaning200720.BravoL;FanWenfei;MaShuaiExtendingdependencieswithconditions200721.BravoL;FanWenfei;GeertsFIncreasingtheexpressivityofconditionalfunctionaldependencieswithoutextracomplexity200822.FanWenfei;MaShuai;HuYanliPropagatingfunctionaldependencieswithconditions2008(01)23.FanWenfeiDependenciesrevisitedforimprovingdataquality200824.GolabL;KarloffH;KornFSequentialdependencies2009(01)25.KoudasN;SahaA;SrivastavaDMetricfunctionaldependencies200926.ChiangF;MillerRJDiscoveringdataqualityrules2008(01)27.FanWenfei;GeertsF;LiJianzhongDiscoveringconditionalfunctionaldependencies2011(05)28.KornF;MuthukrishnanS;ZhuYChecksandbalances:Monitoringdataqualityproblemsinnetworktrafficdatabases200329.XiongHui;PandeyG;SteinbachMEnhancingdataanalysiswithnoiseremoval[外文期刊]2006(03)30.vanderMeydenRLogicalApproachestoIncompleteInformation:ASurvey199831.GrahneGTheProblemofIncompleteInformationinRelationalDatabases199132.ImieliiskiT;LipskiJrWIncompleteinformationinrelationaldatabases1984(04)33.VardiMOntheintegrityofdatabaseswithincompleteinformation198534.GottlobG;ZicariRClosedworlddatabasesopenedthroughnullvalues198835.FanWenfei;GeertsFRelativeinformationcompleteness200936.FanWenfei;GeertsFCapturingmissingtuplesandmissingvalues201037.AbiteboulS;SegoufinL;VianuVRepresentingandqueryingXMLwithincompleteinformation2006(01)38.BarcelóP;LibkinL;PoggiAXMLwithincompleteinformation2010(01)39.ChengR;ChenJ;XieXCleaninguncertaindatawithqualityguarantees2008(01)40.ChomickiJ;MarcinkowskiJMinimal-changeintegritymaintenanceusingtupledeletions[外文期刊]2005(01)41.SchwalbE;VilaLTemporalconstraints:Asurvey1998(2/3)42.ZhangHaopeng;DiaoYanlei;ImmermanNRecognizingpatternsinstreamswithimprecisetimestamps2010(01)43.CliffordJ;DyresonC;IsakowitzTOnthesemanticsofnowindatabases1997(02)44.FanWenfei;GeertsF;WijsenJDeterminingthecurrencyofdata2012(04)45.NewcombeHB;KennedyJM;AxfordSJAutomaticlinkageofvitalrecords1959(3381)46.FellegiIP;SunterABAtheoryforrecordlinkage1969(328)47.HernándezMA;StolfoSJThemerge/purgeproblemforlargedatabases1995(02)48.HernándezMA;StolfoSJReal-worlddataisdirty:Datacleansingandthemerge/purgeproblem1998(01)49.ElmagarmidAK;IpeirotisPG;VerykiosVSDuplicaterecorddetection:Asurvey[外文期刊]2007(01)50.BrizanDG;TanselAUAsurveyofentityresolutionandrecordlinkagemethodologies2006(03)51.KoudasN;SarawagiS;SrivastavaDRecordlinkage:Similaritymeasuresandalgorithms200652.LimEP;SrivastavaJ;PrabhakarSEntityidentificationindatabaseintegration1996(01)53.ArasuA;ChaudhuriS;KaushikRTransformation-basedframeworkforrecordmatching200854.ArasuA;KaushikRAgrammar-basedentityrepresentationframeworkfordatacleaning200955.ArasuA;ChaudhuriS;KaushikRLearningstringtransformationsfromexamples2009(01)56.ArasuA;RéC;SuciuDLarge-scalededuplicationwithconstraintsusingdedupalog200957.WhangSE;BenjellounO;Garcia-MolinaHGenericentityresolutionwithnegativerules2009(06)58.ChaudhuriS;DasSarmaA;GantiVLeveragingaggregateconstraintsfordeduplication200759.FanWenfei;JiaXibei;LiJianzhongReasoningaboutrecordmatchingrules2009(01)60.FanWenfei;GaoHong;JiaXibeiDynamicconstraintsforrecordmatching2011(04)61.ShenW;LiXin;DoanAConstraint-basedentitymatching200562.WeisM;NaumannFDogmatiXtracksdownduplicatesinXML200563.GetoorLGraphIdentification201064.FanWenfei;LiJianzhong;MaShuaiGraphhomomorphismrevisitedforgraphmatching2010(1/2)65.FanWenfei;LiJianzhong;MaShuaiGrap