绘制控制论的演变图:文献计量学视角

IF 2.6 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Bianca Cibu, Camelia Delcea, Adrian Domenteanu, Gabriel Dumitrescu
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引用次数: 0

摘要

在本研究中,我们对控制论研究领域进行了全面的文献计量分析。我们从 ISI Web of Science 数据库中收集了 1975-2022 年间的 4856 篇论文,并使用了与控制论相关的关键词。我们的研究结果表明,在此期间,控制论研究的年增长率为 7.56%,表明学术界对控制论的兴趣持续不减。通过研究科学成果的年增长率,我们发现有三个不同时期的年出版趋势出现了明显的中断。本文通过对主题演变的纵向分析,对这些中断进行了深入研究。我们还通过关键词分析确定了新出现的研究趋势。此外,我们还调查了作者之间的合作网络、他们的机构隶属关系和全球代表性,以阐明控制论研究的传播情况。通过 n-gram 分析,我们发现了控制论在计算机科学、信息科学、社会科学、可持续发展、供应链、知识管理、系统动力学和医学等领域的各种应用。这项研究有助于加深对不断发展的控制论领域的了解。此外,所进行的分析强调了控制论在与控制论相关的各个学术和实践领域的广泛适用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Mapping the Evolution of Cybernetics: A Bibliometric Perspective
In this study, we undertake a comprehensive bibliometric analysis of the cybernetics research field. We compile a dataset of 4856 papers from the ISI Web of Science database spanning 1975–2022, employing keywords related to cybernetics. Our findings reveal an annual growth rate of 7.56% in cybernetics research over this period, indicating sustained scholarly interest. By examining the annual progression of scientific production, we have identified three distinct periods characterized by significant disruptions in yearly publication trends. These disruptions have been thoroughly investigated within the paper, utilizing a longitudinal analysis of thematic evolution. We also identify emerging research trends through keyword analysis. Furthermore, we investigate collaborative networks among authors, their institutional affiliations, and global representation to elucidate the dissemination of cybernetics research. Employing n-gram analysis, we uncover diverse applications of cybernetics in fields such as computer science, information science, social sciences, sustainable development, supply chain, knowledge management, system dynamics, and medicine. The study contributes to enhancing the understanding of the evolving cybernetics landscape. Moreover, the conducted analysis underscores the versatile applicability across various academic and practical domains associated with the cybernetics field.
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来源期刊
Computers
Computers COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS-
CiteScore
5.40
自引率
3.60%
发文量
153
审稿时长
11 weeks
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