Enhanced EDAS technique for colleges business English teaching quality evaluation based on Euclid distance and cosine similarity measure

IF 1.7 4区 计算机科学 Q3 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE Journal of Intelligent & Fuzzy Systems Pub Date : 2023-10-25 DOI:10.3233/jifs-233786
Yuan Yuan
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Abstract

With the development of national economy and the increase of foreign trade, Business English has become one of the most popular majors in universities. In order to cultivate business English talents for the national society and adapt to the requirements of the times, the innovation of English teaching concepts and the reform of teaching techniques are the only way for business English majors teaching in universities. The colleges business English teaching quality evaluation is considered as a multi-attribute group decision making (MAGDM). In this paper, the EDAS technique is expanded to the single-valued neutrosophic sets (SVNSs) and the single-valued neutrosophic number EDAS (SVNN-EDAS) technique based on Euclid distance and cosine similarity measure (CSM) is constructed to manage MAGDM. The CRITIC technique is employed to achieve the weight information based on Euclid distance and CSM technique under SVNSs. Finally, the colleges business English teaching quality evaluation is employed to demonstrate the SVNN-EDAS technique and some comparative analysis is employed to demonstrate the SVNN-EDAS. Thus, the main research contribution of this work is then constructed: (1) the CRITIC technique is built to get the attribute’s weight based on Euclid distance and CSM technique; (2) the SVNN-EDAS technique is constructed under SVNNs based on Euclid distance and CSM technique; (3) an example for colleges business English teaching quality evaluation is employed to verify SVNN-EDAS technique and several decision comparative analysis are employed to verify the SVNN-EDAS.
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基于欧几里得距离和余弦相似度测度的高校商务英语教学质量评价改进EDAS技术
随着国民经济的发展和对外贸易的增加,商务英语已成为高校最热门的专业之一。为国家社会培养商务英语人才,适应时代的要求,创新英语教学理念,改革教学方法是高校商务英语专业教学的必由之路。高校商务英语教学质量评价是一个多属性群体决策(MAGDM)。本文将EDAS技术扩展到单值嗜中性集(SVNSs),构建了基于欧几里得距离和余弦相似度量(CSM)的单值嗜中性数EDAS (SVNN-EDAS)技术来管理MAGDM。在SVNSs下,采用CRITIC技术实现基于欧几里得距离和CSM技术的权重信息。最后,通过高校商务英语教学质量评价对SVNN-EDAS技术进行论证,并通过对比分析对SVNN-EDAS技术进行论证。因此,本文的主要研究贡献如下:(1)建立了基于欧几里得距离和CSM技术的critical技术来获得属性的权重;(2)基于欧几里得距离和CSM技术,在svnn下构建SVNN-EDAS技术;(3)以高校商务英语教学质量评价为例,对SVNN-EDAS技术进行验证,并采用几种决策对比分析对SVNN-EDAS进行验证。
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来源期刊
Journal of Intelligent & Fuzzy Systems
Journal of Intelligent & Fuzzy Systems 工程技术-计算机:人工智能
CiteScore
3.40
自引率
10.00%
发文量
965
审稿时长
5.1 months
期刊介绍: The purpose of the Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology is to foster advancements of knowledge and help disseminate results concerning recent applications and case studies in the areas of fuzzy logic, intelligent systems, and web-based applications among working professionals and professionals in education and research, covering a broad cross-section of technical disciplines.
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