Research patterns and trends of Recommendation System in China using co-word analysis

被引:117
作者
Hu, Jiming [1 ]
Zhang, Yin [2 ]
机构
[1] Wuhan Univ, Ctr Studies Informat Resources, Wuhan 430072, Peoples R China
[2] Kent State Univ, Sch Lib & Informat Sci, Kent, OH 44242 USA
基金
中国国家自然科学基金;
关键词
Recommendation System in China; Co-word analysis; Research patterns; Research trends; SCIENTOMETRICS; ACIDIFICATION; SCIENCE; FIELD; MAPS;
D O I
10.1016/j.ipm.2015.02.002
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 examines the research patterns and trends of Recommendation System (RecSys) in China during the period of 2004-2013. Data (keywords in articles) was collected from the China Academic Journal Network Publishing Database (CAJD) and the China Science Periodical Database (CSPD). A co-word analysis was conducted to measure correlation among the extracted keywords. The cluster analysis and social network analysis revealed 12 theme-clusters, network characteristics (centrality and density) of the clusters, the strategic diagram, and the correlation network. The study results show that there are several important themes with a high correlation in Chinese RecSys research, which is considered to be relatively focused, mature, and well-developed overall. Some research themes have developed on a considerable scale, while others remain isolated and undeveloped. This study also identified a few emerging themes with great potential for development. It was also determined that studies overall on the applications of RecSys are increasing. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:329 / 339
页数:11
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