Research on Web Application Technology in Distance Education Personalized Recommendation System
文献类型： 外文期刊
作者： Qiao, ZhuFeng 1 ; Guo, JianXin 1 ; Zhao, JiChun 1 ;
作者机构： 1.Beijing Acad Agr & Forestry Sci, Inst Informat Sci & Technol Agr, Beijing, Peoples R China
关键词： personalized;recommendation based on content;collaborative recommendation;interest model;user behavior
期刊名称：ADVANCED RESEARCH ON CIVIL ENGINEERING, MATERIALS ENGINEERING AND APPLIED TECHNOLOGY
ISSN： 1022-6680
年卷期： 2014 年 859 卷
页码：
收录情况： SCI
摘要： With the rapid development of distance education, distance education's teaching resources has a number of large, but, it is difficult to find suitable courseware resources in time. The system constructs and improves the user interest model of the vector space, through the analysis of user behavior. The system uses the content-based recommendation algorithm, user-base collaborative recommendation and item-base collaborative recommendation algorithm to implement distance education resource recommender system. So as to provide distance education personalized recommendation web application technology as far as possible to meet the user needs, enhance the user experience of distance education system.
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