An integrated framework for spherical fuzzy MAGDM and applications to english blended teaching quality evaluation

被引:0
作者
Xie, Bin [1 ]
机构
[1] Jiujiang Univ, Sch Architecture & Planning, Jiujiang 332005, Jiangxi, Peoples R China
关键词
Multiple-attribute group decision-making (MAGDM); spherical fuzzy sets; EDAS technique; MEREC technique; teaching quality evaluation; DECISION-MAKING; AGGREGATION OPERATORS; EDAS; CONSTRUCTION;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In the information age, teachers are no longer the only source of information for students, and the problems of the traditional lecture mode are becoming more and more obvious. Especially in the process of teaching English in colleges and universities, students' personalized and diversified needs for English learning are becoming more and more obvious, and if traditional theoretical lectures or theoretical indoctrination are continued, students' needs and goals will be affected. As a new form of teaching, blended teaching can integrate the advantages of classroom teaching and online teaching and improve the overall quality and effectiveness of English teaching under the premise of changing the orientation of teachers and students. The English blended teaching quality evaluation is a multiple-attribute group decision-making (MAGDM) problem involving multiple qualitative and quantitative attributes. In this paper, on basis of EDAS technique, a novel spherical fuzzy number EDAS (SFN-EDAS) technique based on SFN Hamming distance (SFNHD) and SFN Jaccard similarity measure (SFNJSM) is built for dealing with MAGDM. Moreover, the MEREC technique with SFNHD and SFNJSM is extended to SFSs to acquire the attribute weights. Finally, SFN-EDAS technique is used for English blended teaching quality evaluation to prove practicability of the developed SFN-EDAS technique and SFN-EDAS technique is compared with existing techniques to further demonstrate its superiority. Hence, the research main achievements for this paper are outlined: (1) the novel EDAS technique is extended to the SFSs environment based on the SFNHD and SFNJSM; (2) the MEREC technique is extended to SFSs to acquire the attribute weights based on the SFNHD and SFNJSM; (3) a novel spherical fuzzy number EDAS (SFN-EDAS) technique based on the SFNHD and SFNJSM is built for dealing with MAGDM; (4) an empirical example and several comparative analysis for English blended teaching quality evaluation is offered to demonstrate the SFN-EDAS technique.
引用
收藏
页码:3173 / 3189
页数:17
相关论文
共 88 条
  • [1] Aczel-Alsina-based aggregation operators for intuitionistic hesitant fuzzy set environment and their application to multiple attribute decision-making process
    Ali, Wajid
    Shaheen, Tanzeela
    Ul Haq, Iftikhar
    Toor, Hamza
    Akram, Faraz
    Garg, Harish
    Uddin, Md. Zia
    Hassan, Mohammad Mehedi
    [J]. AIMS MATHEMATICS, 2023, 8 (08): : 18021 - 18039
  • [2] A novel entropy proposition for spherical fuzzy sets and its application in multiple attribute decision-making
    Aydogdu, Ali
    Gul, Sait
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2020, 35 (09) : 1354 - 1374
  • [3] Ranking conceptual locations for a park-and-ride parking lot using EDAS method
    Barauskas, Andrius
    Jakovlevas-Mateckis, Konstantinas
    Palevicius, Vytautas
    Antucheviciene, Jurgita
    [J]. GRADEVINAR, 2018, 70 (11): : 975 - 983
  • [4] A Quantitative Measurement of Regret Theory
    Bleichrodt, Han
    Cillo, Alessandra
    Diecidue, Enrico
    [J]. MANAGEMENT SCIENCE, 2010, 56 (01) : 161 - 175
  • [5] RETRACTED: College English Teaching Quality Evaluation System Based on Information Fusion and Optimized RBF Neural Network Decision Algorithm (Retracted Article)
    Chen, Yajun
    [J]. JOURNAL OF SENSORS, 2021, 2021
  • [6] Guest Editorial Fuzzy Decision Systems for Sustainable Transport
    Deveci, Muhammet
    Rodriguez, Rosa M.
    Pamucar, Dragan
    Tavana, Madjid
    Garg, Harish
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2023, 31 (02) : 355 - 355
  • [7] RETRACTED: Evaluation and Application of College English Mixed Flipping Classroom Teaching Quality Based on the Fuzzy Judgment Model (Retracted Article)
    Gao, Xiaoyan
    [J]. SECURITY AND COMMUNICATION NETWORKS, 2022, 2022
  • [8] Possibilistic index-based multi-criteria decision-making with an unknown weight of air pollution model under bipolar fuzzy environment
    Garai, Totan
    Garg, Harish
    Biswas, George
    [J]. SOFT COMPUTING, 2023, 27 (23) : 17991 - 18009
  • [9] A fraction ranking-based multi-criteria decision-making method for water resource management under bipolar neutrosophic fuzzy environment
    Garai, Totan
    Garg, Harish
    Biswas, George
    [J]. ARTIFICIAL INTELLIGENCE REVIEW, 2023, 56 (12) : 14865 - 14906
  • [10] T-spherical fuzzy power aggregation operators and their applications in multi-attribute decision making
    Garg, Harish
    Ullah, Kifayat
    Mahmood, Tahir
    Hassan, Nasruddin
    Jan, Naeem
    [J]. JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2021, 12 (10) : 9067 - 9080