An Improved User-Based Movie Recommendation Algorithm

被引：0
|
作者：
Zhao, Dongping [1 ]
Xiu, Jiapeng [1 ]
Yang, Zhengqiu [1 ]
Liu, Chen [1 ]
机构：
[1] Beijing Univ Posts & Telecommun, Sch Software Engn, Beijing, Peoples R China
来源：
2016 2ND IEEE INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATIONS (ICCC) | 2016年
关键词：
improved user-based recommendation algorithm; usersimilarity; age; gender; RMSE;
D O I：
暂无
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper introduces an improved user-based movie recommendation algorithm based on the user-based recommendation algorithm, which rewrites usersimilarity by merging users' ages and genders into users' preference values on items. The RMSE (Root Mean Square Error) then is provided to indicate that the proposed algorithm is more accurate that the original one.
引用
收藏
页码：874 / 877
页数：4
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