基于聚類的個(gè)性化英語培訓(xùn)輔助系統(tǒng)設(shè)計(jì)與實(shí)現(xiàn).pdf

1、華南理工大學(xué)碩士學(xué)位論文基于聚類的個(gè)性化英語培訓(xùn)輔助系統(tǒng)設(shè)計(jì)與實(shí)現(xiàn)姓名：鐘美華申請學(xué)位級(jí)別：碩士專業(yè)：計(jì)算機(jī)技術(shù)指導(dǎo)教師：萬江平20031101華南理工大學(xué)碩士學(xué)位論文AbStractPersonalizedtechnologyisappliedinEnglishtrainingtosetupapersonalizedtrainingsolutionaccordingtolearner’sontologyAtfirst，amatchin

2、genvironmentandarecommendationengineareusedtoaggregateUsageProfilesbasedonclusteringtransactionsandtocomputethesimilaritybetweencustomersandcoursesThen，makeamatchbetweenusersandcoursesforgeneratingrecommendationFinally，f

3、ilterthetrainingresourcebasedonrecommendationandtransferinformationfilteredtopersonalizedcontentWedesignandimplementMaterialControllerapplicationintheprojectofPersonalizedEnglishTrainingInrequirementanalyzing，weanalyzeus

4、er’sprofileandtrainingresourceprofileaswellassystemusecaseThenwedevelopwebapplicationbasedon3TieredArchitectureandmakeprogramsMaterialModuleMakerSystemisalsodevelopedinordertoreducedevelopinglow—levelinformationduplicate

5、dAtlast，weresearchtheusageofJSP，Servlet，Javabeaninwebapplication，aswellasJava—XML，whichisusedwherexmlfilesworkasmediaincontentmoduledatatransferringTheinnovationsoftheresearchareapplyingpersonalizedtechnologybasedonclust

6、eringinEnglishtraining，setupingawebapplicationwithJavatechnologytoimplementpersonalizedEnglishtrainingsolution，andbuildingcontentlibraryinmodulemethodKeyword：EnglishTraining；Personalized；Profile；ClusteringRecommendationI