数据挖掘技术在高校人力资源管理系统中的应用

::::::00AdissertationsubmittedotToniUniversiytineonofmriytwihthteerquiermhtedegereofMasterofEngineeringetflsofrTheAPPlicationofDaatMiningtechnologyOnHumanResourceManagementSystemSchoolD/Peartineni:SchoolofSotfwareEngnieernigDisePilnie:ComPuterSeieneenadTechnologyMajor:SotfwareEngnieernigCnadidate:Guna-gCongWngSPuevrisor:Pro.fBniMuMay,2006!!,:;,!!!;;;,::,,,!,:,!!,,,!,,,,!FPgorwthFPgorwth,,,,,Vsiua1C++6.0Oarclegi,,,,:,,FPgr,ht,ABSTRAC.7ABSTRACTDataMining15aorfntieraerainInofmrationnaddatbaaseteehnolog,ynadit15eommoyeonsideerdasoneofhtekeyteehnologieswihtgreatprosPeets.SineeitinvolvesusehaPsectsassattisties,ZZyhteo,yrneurtalneokrandartifieialintellengeee,DataMining15hihginteehniealgrdaenaddiffieulttobeeralized.Assoeiationurleteeml01ogy15oneofhtemostimPortanteomPonentsofDaatMiningnaditenabeusednideteetinghtemeallingfliirelevnacenadassoeiationsbeenehteietmsetsofmassdata.OnhtebasisofaeomPrehensiveintroudetionoftheeonePetofDaatMlnlng,htishetsiselbaoartesonhtebasieeonePetofassoeiationrtliemninig,tisProeessnadmethodofealeulation.ThehtesisalsoPutsofr!valdhteideaofhteeralizationofdataPartitionbyelonyighetmhetodofFastCh;setringAlgorithm,heteraliZationofassoeiationurlemninignadhterelevnaturlengniniere1nenialdaatbyusngihtejmProvedFPg11mhetod.ThePuproseofdoing5015toiPIrovehtedaatmlgefficienycnilagredaatbase.Asoneofhetadvnaeedmnaagementmodes,humnaersourees1Qanagement15ereelvingnadaequateatteniionorfmvariousfields.hihteacfeofaseaofdathnaersoucresmnagaemenierqulresaetehnologytoloeatevalubaleowledge50astoProvidedeeisio-nm]angsuPPortniatlentsdevelmnetsrtate.gyBasedonhethumnaersoureesdaatofNnihgoUniversi,ytthehtesiseonudetsaerlevnacedaatnaalysisthrouhgPrePoreessnginadbyaPPI9Visua1C++6.0andOacrlegidatabaseetehnolo.gyBydonig50,visualization1:nabeachievedandsomevalubaleilzofrnlationenabedeteeted.hihtelastePhate,rhtehtesisdiseussesthemehtodologiesonhowtoufrtherhteresearch.Keywords:DataMining,AssoeiationRule,FPgrovh,HumnaResoucre1........................................,,11.1........................................,,11.1.1................................................,,,.......................................,,1L1.2..................................................................................,,31.2................................,,51.3..............................................,,81.4,;.....................,,,.,,.......,,92Fgrowth..........................,,;102.1...........................................,,n2.2FP.................................##########,,12.22.1FPee.............................,,~....................................,,0...............,,122..22FPerte.......................................................................,,~...............,,132..23FP.rtee...............................................................,,~....,,/...,,0,152.3.........................................,,172.4............,,;......................,,203.................,,223.1...........................,,.......,,223.1.1....................................................................................................,,223.1.2............................................................................................,,253.2FP.......................................,,273.3.....................................,,273.4.................................,,283.5.........................................,,294...............................,,3055,15.2,,5.3,,35,35jgd005.3.1.,,,..,-.,...........................................................,,,,.......,,365.3.2...,,_-,,................................................,,t.....,,,,,385.3.3,,..............,,,............................,,,,.,,..........,,395.3.4.........................,,,......................................,,,.,,405.3.5.-.-..,_..........................,,-.................,,,..........,,415.3.6................................................................................,,,,426.....,,436.1..........,,,............................,,436.2...........,,,,43.62.1........,,,....,,,-......,,,.......................................................,,44.6.22.,,,.................,,,..................................................................,,51.6.23..............,,,,,.........................................,,,....................,,62.6.24................,,,...................................................................,,67.62.5............,,?.,.-,._..................................................................,,706.3......,,.............,,.,,,,,S77.,,.........................,,79Oc9Q77aaQ7.2....,,,,,,,.11=1],,,,!!,,,/0)1956!!,,!,,,(KDD:KnowledgeDIScoVeryinDatabases)?,!,!!!,.,;,!;,;,,,,,,,,1,,,(DM,DataMining),(KDD,KnowledgeDi:CoVeryinDataba!es)!!!!,!!!2080,90,90!,!!,,!!,,,1.1,,1.1!!:,;,;,:,;,;,,,,!,!!!!!,,1,/0,/0,:,!!!!!!!!!!!;,,,,!!!!,,.2,,128:1!,:!!,,,,!2!,Pos,,:!,,,3!,!!DNA,,,:,JetPropu1Sion,!104!!!:HPAngossSoftwaerKnowledgeSeekerHPllc200,5!!!!,,,!:;nternet;,:!!;,(),,:=971!-...............2()(738):=L{1i,12,,mi}D,TTLTTDIXgLXT,TX(aSSocaitoinurl)e:x=Y,x=cL,YcL,X0,x!YX==Y(u