Liu Mengjiao, He Jian, Liu Dongwei, Hou Meijin, Ma Ye
Research Academy of Grand Health, Faculty of Sports Sciences, Ningbo University, Ningbo 315211, China.
School of Information Management and Artificial Intelligence, Zhejiang University of Finance and Economics, Hangzhou 310018, China.
Heliyon. 2024 Jan 8;10(2):e24300. doi: 10.1016/j.heliyon.2024.e24300. eCollection 2024 Jan 30.
This study aims to explore the dynamic balance of human beings and investigate the relationship between functional structure as well as functional connectivity. Through a comprehensive bibliometric and visual analysis of the research literature from 1995 to 2022, we quantitatively display the development of the dynamic balance and brain structure as well as functional connection. Our objective is to present new trends and frontiers in the study of dynamic balance and brain function through bibliometrics software, providing valuable insights for future research in this domain.
The literature on dynamic balance, brain structure and functional connectivity between 1995 and 2022 was retrieved from the Web of Science database. We employed CiteSpace software to analyze various aspects, including the year of publication, journal, authors, keywords, institutions, countries, and references. Based on the analysis results, a co-reference map was generated to visually observe research hotspots and knowledge structures.
A total of 1533 records were retrieved during the survey period (1995-2022), with a gradually increase in the number of annual publications. Notably, the data suggests a notable increase in publications between 2020 and 2021. The number of publications increased by 20 % from 2020 to 2021. The journal " (PNAS)" emerged as the most prolific journal. Among the cited authors, Deco and Gustavo ranked at the top. Key research terms in this field include "neural network", "functional connectivity", "dynamic", "model" and "brain". Particularly, the keyword "neural network" exhibited the strongest growth. The analysis of keywords cluster revealed the top 10 clusters of research themes. Oxford University stood out as the most productive institution, while the United States held the greatest influence with the highest number of publications and centrality. The reference cluster analysis further demonstrated the top 10 clusters in the literature.
Through the use of CiteSpace software, this study performed a comprehensive bibliometric and visual analysis of the Web of Science research literature on human dynamic balance and brain structural as well as functional connectivity over the past few decades. This may help researchers identify new perspectives on potential collaborators as well as collaborating institutions, hot topics, and research frontiers in the research field. The results provided an intuitive displayed overview of research trends, hotspots and frontiers in this field, facilitating a general understanding of its progression. Through unremitting efforts, it provides valuable guidance and reference for future research work.
本研究旨在探讨人类的动态平衡,并研究功能结构与功能连接之间的关系。通过对1995年至2022年研究文献进行全面的文献计量和可视化分析,我们定量展示了动态平衡以及脑结构和功能连接的发展情况。我们的目标是通过文献计量软件呈现动态平衡和脑功能研究的新趋势和前沿领域,为该领域的未来研究提供有价值的见解。
从Web of Science数据库中检索1995年至2022年期间关于动态平衡、脑结构和功能连接的文献。我们使用CiteSpace软件分析各个方面,包括出版年份、期刊、作者、关键词、机构、国家和参考文献。根据分析结果,生成共被引图谱以直观观察研究热点和知识结构。
在调查期间(1995 - 2022年)共检索到1533条记录,年出版物数量呈逐渐增加趋势。值得注意的是,数据表明2020年至2021年期间出版物数量显著增加。从2020年到2021年,出版物数量增长了20%。《美国国家科学院院刊》(PNAS)成为发文量最多的期刊。在被引作者中,德科(Deco)和古斯塔沃(Gustavo)排名靠前。该领域的关键研究术语包括“神经网络”“功能连接”“动态”“模型”和“脑”。特别是,关键词“神经网络”的增长最为强劲。关键词聚类分析揭示了前10个研究主题聚类。牛津大学是产出最多的机构,而美国在出版物数量和中心性方面影响力最大。参考文献聚类分析进一步展示了文献中的前10个聚类。
通过使用CiteSpace软件,本研究对过去几十年Web of Science上关于人类动态平衡、脑结构以及功能连接的研究文献进行了全面的文献计量和可视化分析。这可能有助于研究人员确定潜在合作者以及合作机构的新视角、热门话题和研究前沿领域。研究结果直观地展示了该领域的研究趋势、热点和前沿,便于对其进展有一个总体了解。通过不懈努力,为未来的研究工作提供了有价值的指导和参考。