情报科学 ›› 2023, Vol. 41 ›› Issue (10): 91-98.

• 业务研究 • 上一篇    下一篇

基于知识图谱的大数据治理研究热点与趋势分析

  

  • 出版日期:2023-10-01 发布日期:2023-12-04

  • Online:2023-10-01 Published:2023-12-04

摘要:

【目的/意义】大数据技术的发展与应用使大数据治理成为学术界的研究热点。可视化图谱能够直观地揭示该
领域的研究概况与趋势 。【方法/过程】运用文献计量信息可视化软件CiteSpace,以CNKI数据库中CSSCI期刊收录
的大数据治理研究相关文献为数据来源,对该领域研究成果的总体概况、研究机构、期刊来源等进行特征分析,并
绘制关键词共现图谱、聚类图谱和突变词信息表,分析了关键词的特点与发展趋势。【结果/结论】结果表明该领域
的研究热点主题包括大数据治理的基本概念、大数据的管理和大数据治理的应用等方面,研究内容丰富且不断演
变创新,未来有较大的发展空间。【创新/局限】借助可视化文献计量工具系统梳理了大数据治理的研究现状和发展
趋势,提出了未来的发展建议。

Abstract:

【Purpose/significance】The development and application of big data technologies have made big data governance a hot re⁃
search topic in academia. Visual mapping provides a visual overview of the research and frontiers in the field.【Method/process】For the literature related to the field of big data governance included in CSSCI journals in CNKI database, CiteSpace, a bibliometric informa⁃tion visualization software, was used to conduct quantitative and qualitative analysis in terms of general overview, research institutions,journal sources, research hotspots and development trends.【Result/conclusion】The results show that the hot topics of research in this area cover three aspects: the basic concepts of big data governance, the management of big data, and big data governance applications.The research is rich and evolving and innovative, and there will be significant development space in the future.【Innovation/limitation】With the help of visual bibliometric tools, the research status and development trend of big data governance were systematically sorted out, and the future development suggestions were put forward.