1、上海交通大學碩士學位論文基于Web挖掘的個性化eLearning系統(tǒng)的研究姓名：浦慧忠申請學位級別：碩士專業(yè)：計算機技術指導教師：李芳范大昭20091001上海交通大學工程碩士學位論文ABSTRACTIIResearchonpersonalizedeLearningbasedonWebminingABSTRACTTherapiddevelopmentoftheInterischangingthetraditionaleducationb

2、utalsotospeedupfacilitatetheemergenceofanewtypeofeducationalmodelitismemeintothewkuptothelearningprocessbutnolongerlimitedtotraditionalclassroomlearning.Howeverthereisadistanceeducationmodelhasanobviousdrawbackwhichisnot

3、thestudentsownconductindividualizedpersonalizedlearning.Therefeaccdingtothedevelopmentrequirementsoftheirdifferentpersonalitiesdeveloppersonalizeddistanceeducationsystemhasbecomeveryimptant.ThisarticlefirstWebUsageMining

4、approachfstudentspersonalizeddatacollectionpreprocessingthenfromauserinterestedinmodelingmethodsbasicskillsstartingtostudythelongterminterestshttermuserinterestschangemigrationusingWebminingtechniquesbrowsecontentfstuden

5、tsaccessbehavilogminingautomaticlongterminteresttocreateausermodel.SecondlybasedontheclassicApriialgithmfassociationrulesfindthepersonalitytraitsofstudentsthustheirpersonalizedlearningcontentrecommendationasimilarpersona

6、lityfuzzyclusteringstudents.FinallypersonalizedeLearningsystemthemainfunctionmodulesdesignimplementationthroughexperimentalverificationofitsfeasibilityeffectiveness.Thisdeparturefromtherealproblemsinlinewiththeutilizatio

7、nofinfmationresourcestoimproveeducationsothatstudentsinthelearningprocesstochangefrompassivetoactivethepurposecombinedwithpersonalizedservicetheideaofthetraditionaldistanceeducationsystembeimprovedbasedonWebusageminingte