Integrating user portraits to recommend learning partners for learners can help solve the loneliness problem of online learners and improve learners'participation and loyalty.Analyze the characteristics of learners,design portrait labels from four aspects:basic information,learning prepara-tion,learning style,and learning behavior,collect data from the online teaching platform,perform modeling processing,and use similarity to distinguish similar and complementary learner portraits,so as to recommend the same and heterogeneous learning partners for learners.The experimental results verify the feasibility of the learner portrait and recommendation method.The method of integrating learner portraits to recommend learning partners is more personalized and dynamic,and is more suitable for online teaching environment.
关键词
用户画像/学习伙伴推荐/在线学习/协作学习
Key words
user portraits/learning partner recommendation/online learning/collaborative learn-ing
维普
万方数据