马续补, 刘玮, 陈颖. 基于知识图谱的国内大数据研究可视化分析[J]. 电子科技大学学报社科版, 2018, 20(3): 9-15. DOI: 10.14071/j.1008-8105(2018)-1006
引用本文: 马续补, 刘玮, 陈颖. 基于知识图谱的国内大数据研究可视化分析[J]. 电子科技大学学报社科版, 2018, 20(3): 9-15. DOI: 10.14071/j.1008-8105(2018)-1006
MA Xu-bu, LIU Wei, CHEN Ying. Knowledge Mapping Analysis of Domestic Research on Big Data[J]. Journal of University of Electronic Science and Technology of China(SOCIAL SCIENCES EDITION), 2018, 20(3): 9-15. DOI: 10.14071/j.1008-8105(2018)-1006
Citation: MA Xu-bu, LIU Wei, CHEN Ying. Knowledge Mapping Analysis of Domestic Research on Big Data[J]. Journal of University of Electronic Science and Technology of China(SOCIAL SCIENCES EDITION), 2018, 20(3): 9-15. DOI: 10.14071/j.1008-8105(2018)-1006

基于知识图谱的国内大数据研究可视化分析

Knowledge Mapping Analysis of Domestic Research on Big Data

  • 摘要: 大数据被应用到更多领域,已经成为社会发展的重要推动力。通过对CNKI和CSSCI数据库中大数据领域文献的计量研究,对文献分布特征、研究领域、机构与著者等外部特征进行统计描述;利用CiteSpace和VOSviewer对高被引文献之间的共现关系进行聚类辨识经管领域大数据研究的知识基础,对高频关键词的共现关系进行历时分析识别经管领域大数据研究热点及其演化过程。研究发现,国内大数据领域文献数量多,但国际影响力不强;大数据研究的脉络沿着2012~2014年爆发期形成的知识基础稳步发展;国内经管领域的大数据研究知识基础由管理学、计算机科学、图书情报学、传播学和教育学领域构成;研究热点受到大数据技术发展的影响,也明显受到国家政策影响。

     

    Abstract: Big data has been applied in various fields and it has become the most important impetus for the social development. In this paper, a review on some significant characteristics, emerging trends and intellectual bases has been studied based on Chinese document databases and software tools. The research draws the following conclusions. Firstly, even though there are many literatures in the area of big data, most of them are lack of important impacts internationally. Secondly, big data research develops steadily following research trends created in 2012–2014. Thirdly, for big data research of economy and management field, management, computer science, information science, communications and education are major literatures bases according to citation and co-citation footprint in scientific literature. Finally, both technical development and public policies affect research trends in China.

     

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