基于主路径分析的毕达哥拉斯模糊场中的知识扩散轨迹

Liu Meng, Chonghui Zhang, Chenhong Yu, Yujing Ye
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引用次数: 6

摘要

目的对2013 - 2020年Web of Science (WoS)上以毕达哥拉斯模糊集(Pythagorean fuzzy sets, pfs)为主题的627篇文章进行主路径分析,为该领域的研究者提供一个结论性的、全面的分析,为对pfs的初步认识提供一个研究。设计/方法/方法首先对毕达哥拉斯模糊场的研究主题进行考察,通过关键词提取和描述近八年来特征主题的变化。主要路径分析,包括局部和全局的主要路径和关键路径,揭示论文之间最具影响力的关系,探索知识传播的轨迹和结构。发现毕达哥拉斯模糊理论在决策领域的应用已经得到了广泛的应用,传统的毕达哥拉斯模糊决策方法与其他模糊集的结合也引起了近年来的广泛关注。此外,在过去的八年中,研究兴趣已经转移到不同类型的pfs,如区间值pfs。研究局限/启示本文旨在探讨近年来pfs领域知识传播的主要途径。原创性/价值本文旨在确定研究人员目前感兴趣的主题,帮助学者了解pfs的最新研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Knowledge diffusion trajectories in the Pythagorean fuzzy field based on main path analysis
PurposeThe purpose of this article is to conduct a main path analysis of 627 articles on the theme of Pythagorean fuzzy sets (PFSs) in the Web of Science (WoS) from 2013 to 2020, to provide a conclusive and comprehensive analysis for researchers in this field, and to provide a study on preliminary understanding of PFSs.Design/methodology/approachThe research topic of Pythagorean fuzzy fields, through keyword extraction and describing the changes in characteristic themes over the past eight years, are firstly examined. Main path analysis, including local and global main paths and key route paths, is then used to reveal the most influential relationships between papers and to explore the trajectory and structure of knowledge transmission.FindingsThe application of Pythagorean fuzzy theory to the field of decision-making has been popular, and combinations of the traditional Pythagorean fuzzy decision-making method with other fuzzy sets have attracted widespread attention in recent years. In addition, over the past eight years, research interest has shifted to different types of PFSs, such as interval-valued PFSs.Research limitations/implicationsThis paper implicates to investigate the growth in certain trends in the literature and to explore the main paths of knowledge dissemination in the domain of PFSs in recent years.Originality/valueThis paper aims to identify the topics in which researchers are currently interested, to help scholars to keep abreast of the latest research on PFSs.
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