信息通信技术与政策

信息通信技术与政策

信息通信技术与政策 ›› 2018, Vol. 44 ›› Issue (12): 25-31.

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基于CiteSpace的大数据文献可视化分析

CiteSpace-based visualization analysis of big data literature

  

  • 出版日期:2018-12-15 发布日期:2020-12-10

  • Online:2018-12-15 Published:2020-12-10

摘要: 随着信息化、网络化时代的到来,大数据的发展受到越来越多的关注。本文选取了2012—2018 年间美国Web of Science 核心数据库中收录的19698 篇大数据相关文献,基于CiteSpace 信息可视化工具,从国家、研究机构、引用文献、关键词、突现词这几个方面对大数据文献进行了分析,明确了大数据领域的研究现状及重要文献,揭示了研究热点及学科前沿,并给出了机构合作、研究方向选择、关键共性技术及大数据应用等方面的建议。

关键词: 大数据, CiteSpace, 可视化, 学科前沿, 技术趋势

Abstract: With the arrival of information and network era, the development of big data has been paid more and more attention. This article selected 19698 big data related literature(2012-2018) from the Web of Science core database, and did an visualized analysis based on information visualization software CiteSpace. This paper analyzed the big data literature from the aspects of countrys, research institutions, references, key words and brust terms. It clarified the research status and important literature in the field of big data, and revealed the research hotspots and frontiers. Finally, this paper gave some suggestions on the aspects of institutions cooperation, research direction selection, key generic technologies and big data application.

Key words: big data, CiteSpace, visualization, subject frontier, technology trend