Overview and Investigation of the visualization Methods in recommendation systems

被引：1
|
作者：
He Huaiqing [1 ]
Du Hongrui [1 ]
Liu Haohan [1 ]
机构：
[1] Civil Aviat Univ China, Dept Comp Sci & Technol, Tianjin, Peoples R China
来源：
2016 8TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMMUNICATION NETWORKS (CICN) | 2016年
基金：
中国国家自然科学基金;
关键词：
visualization; recommendation system; data analysis; recommendation results and explanation; human-computer interaction;
D O I：
10.1109/CICN.2016.123
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The applied research for visualization methods in recommendation systems are demonstrated from the data analysis, results and explanation of the recommendations and human-computer interaction. First, various categories of visualization methods thoughts are described, and their characteristics, pros and cons are analyzed. Second, the typical application applying visualization methods are listed. Finally, the problems and challenges of visualization methods in recommendation systems are summarized, and the possible directions of future research are pointed.
引用
收藏
页码：601 / 605
页数：5
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