国内外数据资产研究热点与趋势分析:基于 CiteSpace 的知识图谱分析

Jingyi Ye
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引用次数: 0

摘要

文章总结了 CNKI 和 WOS 数据库中有关数据资产的 363 篇文献,并利用 CiteSpace 进行了知识图谱分析。研究发现,国内外对数据资产的研究持续增长,但在来源、内容、热点等方面存在差异。国外研究主要集中在大数据、数据治理、机器学习、互联网等领域,国内研究主要集中在数据资产、数字经济、数据交易、会计等领域。国内研究逐渐扩展到数据中间平台和资产确认,国外研究则侧重于互联网和人工智能。这些分析有助于把握数据资产领域的研究趋势和热点,促进合作与知识共享。
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Analysis of Hotspots and Trends in Domestic and International Data Asset Research: A Knowledge Graph Analysis Based on CiteSpace
The article summarized 363 literature on data assets in the CNKI and WOS databases and conducted a knowledge map analysis using CiteSpace. The research found that the study of data assets at home and abroad is continuously growing, but there are differences in origins, content, and hotspots. Foreign research focuses on areas such as big data, data governance, machine learning, and the Internet, while domestic research focuses on data assets, the digital economy, data transactions, and accounting. Domestic research is gradually expanding to include data middle platforms and asset confirmation, while foreign research focuses on the Internet and artificial intelligence. This analysis helps grasp the research trends and hotspots in the field of data assets, promoting cooperation and knowledge sharing.
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