基于文献计量的我国科学数据研究综述

Study of the Scientific Data in China based on Bibliometrics

以中国知网(CNKI)收录的有关我国科学数据研究的期刊为研究对象,分析了我国现阶段科学数据研究的现状和不足,为后续研究提供参考。采用文献计量和共词分析的方法,利用网络知识图谱、k-cores分析和多维刻度分析,从我国科学数据研究的年发文量,作者、发文机构、期刊分布以及主题分布5个方面予以可视化分析。研究发现,目前我国科学数据研究正处于稳定快速的发展阶段,但缺乏多领域的研究团队,机构之间合作有待提高,期刊分布较为集中,涉及领域较少,研究内容较浅,系统性不强,缺乏实证类研究。

Taking journal papers on scientific data in China collected in CNKI as the research object,the paper analyzes the current situation and deficiency of the current scientific data research in China,and offers reference for future studies.Adopting the method of bibliometrics and co-word analysis,and using network knowledge map,k-cores analysis and multidimensional scale analysis,the paper conducts a visual analysis from the perspectives of annual amount of published papers,authors,publishing agencies,periodical distribution and theme distribution of the scientific data research in China.Through the paper,we can find out that at present the scientific data research in China is at a steady and rapid development phase.However,it lacks the multi-field research teams;besides,the cooperation among various institutions needs improving;in addition,the distribution of periodicals is relatively centralized,and the fields covered are few;moreover,the contents of researches are shallow and unsystematic;finally,there is a lack of empirical studies.