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

文献类型： 外文期刊

作者： Guo, Jianxin 1 ; Zhao, Jichun 1 ;

作者机构： 1.Beijing Acad Agr & Forestry Sci, Inst Informat Sci & Technol Agr, Beijing 100097, Peoples R China

关键词： Distance learning;personalized learning;combination recommendation;interest model

期刊名称：MECHATRONICS, ROBOTICS AND AUTOMATION, PTS 1-3

ISSN： 1660-9336

年卷期： 2013 年 373-375 卷

页码：

收录情况： SCI

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.

  • 相关文献

[1]Research on personalized recommendation system on Item-based collaborative filtering algorithm. Zhao, Ji-chun,Zhao, Ji-chun,Liu, Shi-hong,Zhang, Junfeng. 2015

[2]The research of farmer distance education personalized recommendation system based on collaborative filtering technology. Zhao, Ji-Chun,Guo, Jian-Xin,Qiao, Zhu-Feng,Zhao, Ji-Chun,Liu, Shi-Hong,Qiao, Zhu-Feng. 2016

[3]Research on Web Application Technology in Distance Education Personalized Recommendation System. Qiao, ZhuFeng,Guo, JianXin,Zhao, JiChun. 2014

[4]The research of distance learning platform based on P2P. Zhao, Ji-chun,Guo, Jian-xin,Sun, Su-fen. 2013

[5]The research of distance learning video living and video on demand based on wireless mobile network. Zhao, Ji-chun. 2013

[6]The research of rural distance learning platform. Zhao, Jichun,Guo, Jianxin,Gong, Jing,Sun, Sufen,Zhang, Junfeng. 2011

[7]Study on Intelligent Terminal System Based on Andriod for Distance Learning. Zhang, Jun-feng,Zhao, Ji-chun,Wang, Guo-jie. 2016

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