Research on Personalized Courseware Recommendation System of Rural Distance Learning Based on Combination Recommendation Technology
文献类型： 会议论文
第一作者： Jianxin Guo
作者： Jianxin Guo 1 ; Jichun Zhao 1 ;
作者机构： 1.Institute of Information on Science and Technology of Agriculture, Beijing Academy of agriculture and forestry Sciences
关键词： Distance learning;Personalized learning;Combination recommendation;Interest model
会议名称： International Conference onechatronics, Robotics and Automation
主办单位：
页码： 1619-1627
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.
分类号： TP2-53
- 相关文献
[1]Research on Personalized Courseware Recommendation System of Rural Distance Learning Based on Combination Recommendation Technology. Guo, Jianxin,Zhao, Jichun. 2013
[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 personalized recommendation system on Item-based collaborative filtering algorithm. Zhao, Ji-chun,Zhao, Ji-chun,Liu, Shi-hong,Zhang, Junfeng. 2015
[4]Research on Web Application Technology in Distance Education Personalized Recommendation System. Qiao, ZhuFeng,Guo, JianXin,Zhao, JiChun. 2014
[5]The research of rural distance learning platform. Zhao, Jichun,Guo, Jianxin,Gong, Jing,Sun, Sufen,Zhang, Junfeng. 2011
[6]The research of distance learning video living and video on demand based on wireless mobile network. Zhao, Ji-chun. 2013
[7]The research of distance learning platform based on P2P. Zhao, Ji-chun,Guo, Jian-xin,Sun, Su-fen. 2013
[8]Study on Intelligent Terminal System Based on Andriod for Distance Learning. Zhang, Jun-feng,Zhao, Ji-chun,Wang, Guo-jie. 2016
[9]A recommendation algorithm based on Collaborative Filtering Technology in distance learning. Ji-chun Zhao,Lei Chen,Jian Xin Guo. 2017
[10]The Research and Implementation of Distance learning based on 3G Network. Yu Feng,Ji-chun Zhao,Jun-feng Zhang,Su-fen Sun,Jian-xin Guo,You-sen Zhao. 2009
[11]Study on Intelligent Terminal System Based on Andriod for Distance Learning. Jun-feng Zhang,Ji-chun Zhao,Guo-jie Wang. 2016
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