Research on Personalized Courseware Recommendation System of Rural Distance Learning Based on Combination Recommendation Technology

被引:5
|
作者
Guo, Jianxin [1 ]
Zhao, Jichun [1 ]
机构
[1] Beijing Acad Agr & Forestry Sci, Inst Informat Sci & Technol Agr, Beijing 100097, Peoples R China
来源
关键词
Distance learning; personalized learning; combination recommendation; interest model;
D O I
10.4028/www.scientific.net/AMM.373-375.1652
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper proposed a model of combination recommendation, focusing on analysis and comparison of content filtering recommendation technology and collaborative filtering recommendation technology based on the mainstream personalized recommendation technology, and the model working process is given. For how to solve the problem of sparse and cold start, the paper gave the solve methods, and discussed the process of combination recommendation algorithm, and then introduced a method of developing and designing personalized courseware recommendation system of rural modern distance learning, and introduced the optimization measures of functional modules and performance. It provides a useful reference for distance education site to carry out personalized training services for rural adult users.
引用
收藏
页码:1652 / 1660
页数:9
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