国内外大数据工具学术论文比较研究——基于文献计量方法

Comparative Study of Chinese and Foreign Academic Papers of Big Data Tools Based on Bibliometrics Methods

本文以Web of Science和中国学术期刊网络出版总库的大数据工具学术论文为数据源,使用Citespace工具,采用文献计量学方法进行统计分析,从时间序列上的文献分布特点、期刊分布、学科分布、研究热点及趋势等方面对该领域国内外论文的总体情况进行定量比较分析。结果表明,国际大数据工具研究的热点领域集中在计算机科学,而我国从技术角度进行研究的高水平研究成果相对较少。本文对促进我国大数据工具理论研究向纵深化、国际化发展具有一定指导意义。

In this paper, we take the articles of bigdata tools which are from Web of Science and China Academic Journal Network Publishing General Library as data sources, and use Citespace tools and the method of literature metrology to do quantitative comparative analysis from the characteristics of time series of the research hotspots and trends,literature distribution, periodical distribution, subject distribution and other aspects of the field domestic and abroad.The results show that the hot areas of the international big data tools are concentrated in computer science, while the research results of the high level of technology are relatively fewer in China.This paper gets the significance for promoting the theoretical research of the big data tools in China.