2型模糊逻辑系统设计与应用的全球研究绩效:文献计量学分析

M. F. Hamza, Gaddafi Sani Shehu, Mustapha Mukhtar Umar, Abdulbasid Ismail
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引用次数: 2

摘要

2型模糊逻辑系统(T2FLS)的设计和应用在科学文献中有着重要的贡献。t2fls在我们日常生活的许多方面都有应用,如工程、纯科学、医学和社会科学。检索在线科学网络,找出1980年至2016年发表的关于T2FLS设计和应用的100篇被引用频率最高的论文。根据作者身份、来源标题、原产国、机构、文献类型、科学网络类别和出版年份对文章进行了分析。分析了年平均被引量(ACY)与总被引量(TC)的相关性。根据本研究考虑的论文,发现ACY与TC之间存在较强的相关性(r = 0.91643, P<0.01)。由Mendel和John(2002)撰写的“Type -2 fuzzy sets made simple”发表在IEEE Transactions on fuzzy Systems上,获得了最高的TC和ACY。并对该研究领域的未来发展趋势进行了分析。本文的分析可以作为选择定性文献的指导,特别是对T2FLS领域的初学者。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Global Research Performance on the Design and Applications of Type-2 Fuzzy Logic Systems: A Bibliometric Analysis
There has been a significant contribution to scientific literature in the design and applications of Type-2 fuzzy logic systems (T2FLS). The T2FLSs found applications in many aspects of our daily lives, such as engineering, pure science, medicine and social sciences. The online web of science was searched to identify the 100 most frequently cited papers published on the design and application of T2FLS from 1980 to 2016. The articles were analyzed based on authorship, source title, country of origin, institution, document type, web of science category, and year of publication. The correlation between the average citation per year (ACY) and the total citation (TC) was analyzed. It was found that there is a strong relationship between the ACY and TC (r = 0.91643, P<0.01), based on the papers consider in this research.  The “Type -2 fuzzy sets made simple” authored by Mendel and John (2002), published in IEEE Transactions on Fuzzy Systems received the highest TC as well as the ACY. The future trend in this research domain was also analyzed. The present analysis may serve as a guide for selecting qualitative literature especially to the beginners in the field of T2FLS.
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