Division of Gastrointestinal Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
Clinical Trial Center, National Medical Products Administration Key Laboratory for Clinical Research and Evaluation of Innovative Drugs, West China Hospital, Sichuan University, Chengdu, Sichuan, China; West China School of Nursing, Sichuan University, Chengdu, Sichuan, China.
STAR Protoc. 2024 Sep 20;5(3):103269. doi: 10.1016/j.xpro.2024.103269. Epub 2024 Sep 5.
Here, we present a protocol for conducting bibliometric analysis in biomedicine using CiteSpace and VOSviewer. We describe the steps for extracting data from Web of Science, data cleaning, and preprocessing. We then detail procedures for identifying research trends and collaboration networks by visualizing data with CiteSpace; mapping co-authorship, co-citation, and keyword co-occurrence using VOSviewer; and analyzing highly cited literature to identify key publications and trends. Finally, we outline techniques for interpreting the visualizations to draw meaningful conclusions about the research landscape. For complete details on the use and execution of this protocol, please refer to Li et al..
在这里,我们介绍了一种使用 CiteSpace 和 VOSviewer 在生物医学中进行文献计量分析的方案。我们描述了从 Web of Science 提取数据、数据清理和预处理的步骤。然后,我们详细介绍了使用 CiteSpace 可视化数据来识别研究趋势和合作网络的过程;使用 VOSviewer 绘制合著、共引和关键词共现的图谱;以及分析高引文献以确定关键出版物和趋势的方法。最后,我们概述了解释可视化结果的技术,以便从研究领域得出有意义的结论。有关使用和执行本方案的完整详细信息,请参考 Li 等人的研究。