Just in time and relevant knowledge thanks to recommender systems and Semantic Web.pdf

Just in time and relevant knowledge thanks to recommender systems and Semantic Web.pdf

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时间:2019-03-11

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1、ConferenceICL2010September15-17,2010Hasselt,BelgiumJustintimeandrelevantknowledgethankstorecommendersystemsandSemanticWeb.Plessers,Ben(1);VanHyfte,Dirk(2);Schreurs,Jeanne(1)12Organization(s):HasseltUniversity,Belgium;i.Know,BelgiumKeywords:E-learning,Recommenders

2、ystem,SemanticWeb,LinkedDataAbstractRecommendersystemsaresoftwaresystemsthatsupplyuserswithinformationinordertohelpthemmakedecisions,withoutusershavetosearchforitthemselves.Arecommendersysteminane-learningcontextisasoftwareagentthattriesto”intelligently”recommend

3、actionstoalearnerbasedontheactionsofpreviouslearners.Theserecommendationscouldbeon-lineactivitiessuchasdoinganexercise,readingpostedmessagesonaconferencingsystem,orrunninganon-linesimulation,orcouldbesimplyawebresource.Thispaperwillmakeadescriptionforarecommender

4、systemthatwillmakeuseoftheSemanticWebandLinkedData.TheproposedrecommendersystemwillhaveaTextMiningModuleandaRecommenderModuletomakerelevant,justintimesuggestionstotheuser.1.IntroductionInaperiodoftimewhereknowledgemanagementisaveryimportantissueandtheproblemofinf

5、ormationoverloadisgrowing,thereisaneedforsystemsthatcanhelptoobtaininformation,knowledgeanddata.Nowadays,formanyorganisations,theknowledgeoftheirpeopleisthemostimportantasset.TheInternethasmadeinformationabundant,howeverthereliability,usefulness,andtimelinessofth

6、einformationisdifficulttoverify.Theinformationandknowledgenecessaryfordecision-makingneedstobeavailableandaccessibleinaneasywayfortherightperson,atthetimetheinformationorknowledgeisneeded.Thisiswhererecommendersystemscomein.Nowadays,itisveryimportantthatknowledge

7、canbetransferredinafastandefficientwayfromthenextgenerationcolleagues,orstudents.Moderntechnologies,computersandmoreimportantly,theInternet,areandwillbeveryimportantforbothcompaniesandeducationalinstitutionstokeepupwithaworldthatischanginginafastpace.Theuseofthes

8、etechnologiesmakesitpossibletoadapt,update,saveandshareknowledgefasterandfaster.E-learninghasbecomemoreandmoredependentoftheInternet.Itisalsoclearthate-learnin

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