大数据文献评述：基于软件Citespace的可视化研究

Literature Review of Big Data：Visualization Analysis Based on the Software Citespace

摘要:

为了探讨大数据的概念及全球的研究现状,以Web of Science TM核心集合作为数据源,对时间为2010年至2016年期间有关大数据的经济管理类的核心期刊进行文献梳理研究,为今后大数据基于不同领域的深入研究奠定基础。利用知识图谱法、共词分析法、引文分析法对于大数据研究领域的基础知识、知识演进以及研究热点及趋势展开分析和评述。基于文献计量软件Citespace绘制出的时区视图、聚类图等,对于研究关键节点的文献内容及其间的内在联系,对大数据概念的探讨提出了新的角度,最终得出从人们提出大数据的概念至今,对大数据概念的多视角理解以及研究热点和研究趋势,对未来大数据的深入研究打下了文献梳理的基础。

Abstract:

Research about big data has attracted scholars widespread attention. Based on the core collection of Web of Science TM the co-citation network and structural relationship of big data in the field of management and business from 2010 to 2016 is visualized using the information visualization analysis software Citespace. Synthesizing knowledge mapping methods, co-word analysis methods and citation analysis methods the basic knowledge, the development process, highlights and trends of big data is analyzed and the multi-perspective understanding of the conception of big data is indicated so that the basic research on literature review of big data for the future in-depth work is strengthened.