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1、哈爾濱工程大學(xué)碩士學(xué)位論文基于Web日志挖掘系統(tǒng)的設(shè)計(jì)與實(shí)現(xiàn)姓名：劉鑫申請(qǐng)學(xué)位級(jí)別：碩士專業(yè)：計(jì)算機(jī)應(yīng)用技術(shù)指導(dǎo)教師：楊永田20060101哈爾濱1程人學(xué)碩十學(xué)位論文ABSTRACTAsthefastdevelopingandspreadingofInternet，Webusageinformationgrowsquickly．PeoplebegintopaycloseattentiontoIIliningva]uableinformationfrom1argeamountofdata．TheWorldWideweb(www)continuestogrowata
2、nastoundingrateinboththesheervolumeoftrafficandthesizeandcomplexityofWebsites．ThecomplexityoftaskssuckasWebsitedesign，Webserverdesign，andofsimplynavigatingthroughaWebsitehaveincreasedalongwiththisgrowth．AnimportantinputtothesedesigntasksistheanalysisofhowaWebsiteisbeingused．Loganalys
3、isincludesstraightforwardstatistics，suchaspageaccessfrequency，aswellasmoresophisticatedformsofanalysis，suchasfindingthecor啪ontraversalpathsthroughaWebsite．WebLogMiningistheapplicationofdataminingtechniquestoserver109soflargeWebdatarepositoriesinordertoproduceresultsthatcanbeusedinthe
4、designtasksmentionedabove．Inourresearch，weexplaintheconcept，researchworks，keytechnologiesofWeblogminingandrelatedresearchathomeandabroad，andthenusedataminingtechnologytoanalyzetheWebusageinformationofonedistrictgovernmentsoastofindouttheusagepatternandpreferenceofenterprisesandindiVi
5、dualsasthebetterdecision—makingaidforwebsiteexecutives．Thethesisachievesthef01lowingtasks：first，studyingthepreprocessingofrawWeb109，analyzingthedifficultiesanddescribingtheprocess，suchasdatacleaning，useridentification，sessionidentification，pathsupplement：second，onthebaseofanatomizing
6、classicalAprioriA190rithm，improvingtheperformancebyreducingthenumberofitemsetsanddevelopinganewalgorithm，calledM—Apriori：Lhird，studying哈爾濱工程大學(xué)碩士學(xué)位論文thePathPatternMiningtechn0109yandapplyingitintheminingofthewebsiteofthedistrictgovernment，suchasMFP，F(xiàn)P：finally，applyingtheM—AprioriAlgor
7、ithmtotheminingtoolWekatoimproVeitsperformance，thenminingthewebsiteofthedistrictgovernII】entbyimprovedminingtoolWeka，andgivingadVicetoimproVethewebsiteofthedistrictgovernment．Keywords：Weblogmining，assoeiationrule，pathpattern，AprioriA190rithm，Weka哈爾濱工程大學(xué)學(xué)位論文原創(chuàng)性聲明本人鄭重聲明：本論文的所有工作，是在導(dǎo)師的指
8、導(dǎo)下，由作者本人獨(dú)立完成
