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大数据能力国际研究热点及其演化——基于Citespace可视化分析
International Research Hotspots on Big Data Capabilities and Their Evolution——Citespace-based Visual Analytics
【摘要】 文章运用Citespace 5.7.R5软件对Web of Science核心合集数据库中2012—2021年收录的384篇大数据能力国际研究文献进行梳理和科学计量分析。研究发现:大数据能力研究总体呈上升趋势,具有较强的研究价值和潜力;大数据能力研究领域的主要领导者是美国;大数据能力相关研究热点有工业4.0、协同效应、企业绩效、大数据分析、供应链管理、机器学习和数据挖掘;大数据能力前沿演变经历了萌芽阶段、奠基阶段、快速发展阶段和多元发展阶段。
【Abstract】 The study compares and scientometrically analyzes 384 international research papers on big data capabilities included in the Web of Science Core Collection database from 2012-2021 with the help of Citespace 5.7.R5software.The study found that:big data capability research is generally on the rise and has strong research value and potential;The main leader in the field of big data capability research is the United States; hot spots for big data capability-related research are Industry 4.0,synergies, enterprise performance,big data analytics,supply chain management,machine learning and data mining;The evolution of Big Data capability frontier has gone through a budding stage,a foundation stage, a rapid development stage and a diversified development stage.
- 【文献出处】 生产力研究 ,Productivity Research , 编辑部邮箱 ,2023年04期
- 【分类号】F49;G353.1
- 【下载频次】73