数字媒体技术专业轻量级智能教学系统的设计与实践研究

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Abstract：InDigitalMediaTechnologyeducation，significantindividualdiferencesamongstudentsandchallngesinresource adaptationtodiverseneedsposediffulties.Ful-scenariointelligenttransformationiscostlandhasighbarrerstoentryTo addresstheaforementionedisses，thisstdydsignedandimplementedalghtweightintllgentteachingsystem，"LeaMateLite"， tosuprtteachingreformatalowercost.Methodologicaly，groundedineducationaldataminingandrecommendationsystem principleswhileadheringtothe"minimumviableproduct"philosophy，thesystememploysstructureddatatoconstructsimplified leanerprofiles.Integratingruleengineswithcolaborativefiteringalgorithms，itenablesdynamiclearmingpathadjustmentsand personalizedresourcerecommendations.Researchfindingsshowthat"LearmMateLite"cost-efectivelyenhancesstudents'learing goalfocus，resourceuilizationeficiencyndprojectompletionrates，therebyexploringnewpathwaysforpersonalizedteaching reform in practice-oriented disciplines like Digital Media Technology.

Keywords：DigitalMediaTechnology;Lightweight InteligentTeachingSystem;LearnerProfile;CollaborativeFiltering

0引言

在新文科与新工科融合背景下，数字媒体技术专业旨在培养艺术与工程兼备的应用型人才，但学生基础与兴趣差异显著，传统教学易造成“基础薄弱者跟不上、优等生吃不饱”的困境。（剩余7662字）