Teaching Quality Evaluation Model of a Flipped Classroom in Colleges and Universities Based on Support Vector Machine

Wireless Communications and Mobile Computing, Journal Year: 2022, Volume and Issue: 2022, P. 1 - 12

Published: June 30, 2022

The systematic evaluation of teaching quality in colleges and universities is an important factor, which makes the very complex unable to describe a variety directly or indirectly. Therefore, model flipped classroom based on support vector machine proposed. Through selection indicators from three aspects experts, teachers, students, system established. are used as input for learning, experimental results show that this method can effectively evaluate universities, relative error low, it has certain practicability.

Language: Английский

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An efficient method for ideological and political education quality evaluation of colleges and universities with 2-tuple linguistic neutrosophic sets

Journal of Intelligent & Fuzzy Systems, Journal Year: 2023, Volume and Issue: 44(4), P. 5963 - 5975

Published: Jan. 13, 2023

Improving college students’ satisfaction with the teaching quality of ideological and political theory courses in colleges universities is need to promote students consciously fulfill their quality, it also further form a strong driving force for reform universities. The requirements level are enhance competitiveness education (IPEQ) evaluation looked as multiple attribute group decision-making (MAGDM) problem. In this paper, 2-tuple linguistic neutrosophic TOPSIS (2TLN-TOPSIS) model built based on traditional sets (2TLNSs). Firstly, 2TLNSs introduced. Then, combine 2TLNSs, 2TLN-TOPSIS established MAGDM. Finally, numerical example IPEQ College have been given some comparisons conducted illustrate advantages method.

Language: Английский

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ExpTODIM-driven framework for 2-tuple linguistic neutrosophic MAGDM with applications to teaching quality evaluation in higher education

International Journal of Knowledge-based and Intelligent Engineering Systems, Journal Year: 2023, Volume and Issue: 28(1), P. 15 - 30

Published: Dec. 6, 2023

Since the new century, main theme of my country’s higher education is to improve quality teaching. To this end, administrative department and vast number colleges universities have done a lot work. Looking back, teaching construction involving thousands across country has attracted much attention from all walks life. The government as organizer promotes active participation in form evaluation under leadership authority “quality engineering” project with resources reputation, which played huge role improving universities. classical multi-attribute group decision-making (MAGDM) issue. Recently, Exponential TODIM (ExpTODIM) method been used cope MAGDM issues. 2-tuple linguistic neutrosophic sets (2TLNSs) are tool for characterizing uncertain information during education. In paper, ExpTODIM (2TLNN-ExpTODIM) built solve 2TLNSs. numerical case study given validate proposed method. contribution paper constructed: (1) extended PLTSs; (2) 2TLNSs; (3) Finally,

Language: Английский

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An interactive data-driven multiple-attribute decision-making technique via interval-valued intuitionistic fuzzy sets for teaching quality evaluation in higher education

International Journal of Knowledge-based and Intelligent Engineering Systems, Journal Year: 2024, Volume and Issue: unknown, P. 1 - 18

Published: March 7, 2024

Improving the quality of higher education teaching is a systematic project. The improvement and formulation relevant laws, regulations, measures at macro level are minimum specific requirements for overall private universities, basic guarantee controlling healthy orderly development universities. At micro level, school management needs to focus on two aspects: leadership construction teacher construction. Only by scientifically above issues comprehensively considering them can persistent problem low be fundamentally gradually solved. In short, assurance evaluation system in China still initial stage development. Therefore, universities should start from promote process monitoring systems, improve basis highlighting reform research. era artificial intelligence MADM. this study, light with interval-valued intuitionistic fuzzy Hamacher interactive hybrid weighted geometric (IVIFHIHWG) technique induced OWG (I-OWG) technique, IVIFHIHWG (I-IVIFHIHWG) administrated. Then, I-IVIFHIHWG exploited manage MADM under IVIFSs. Finally, numerical example verify technique. Thus, main research contributions administrated: (1) administrated line I-OWG technique; (2) IVIFSs; (3) some comparative studies were

Language: Английский

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Research on teaching quality evaluation of higher vocational architecture majors based on enterprise platform with spherical fuzzy MAGDM

Journal of Intelligent Systems, Journal Year: 2024, Volume and Issue: 33(1)

Published: Jan. 1, 2024

Abstract Teaching quality evaluation is a process of evaluating the teaching architectural majors. It can not only evaluate level teachers, but also learning effectiveness students. Therefore, this study designs system for architecture majors based on fuzzy environment, in order to provide direction guidance effectively by using research. The higher vocational enterprise platform multiple-attribute group decision-making (MAGDM). spherical sets (SFSs) more free space decision makers portray uncertain information during platform. expands partitioned Maclaurin symmetric mean operator and induced ordered weighted average SFSs power technique construct MSM (I-SFPPMSM) technique. Subsequently, novel MAGDM method put forward I-SFPPMSM number geometric under SFSs. Finally, numerical example employed verify method, comparative analysis with some existing techniques testy validity superiority

Language: Английский

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Big Data based Monitoring and Evaluation Method for English Teaching Quality

Published: May 17, 2024

Language: Английский

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Method for 2-tuple linguistic neutrosophic number MAGDM and applications to physical education teaching quality evaluation in colleges and universities

Journal of Intelligent & Fuzzy Systems, Journal Year: 2022, Volume and Issue: 44(3), P. 4233 - 4244

Published: Oct. 18, 2022

The quality of physical education (PE) teaching in colleges and universities is the basis for development PE disciplines universities, so currently thinking about how to effectively improve has become first foremost problem many college university departments solve. In order solve this problem, it necessary build a reasonable scientific evaluation monitoring system quality, because only by establishing an effective can we evaluate supervise all operation properly scientifically, then give feedback process supervision, such greatly promote continuous improvement universities. This also one most means achieve goal Colleges Universities frequently viewed as multiple attribute group decision making (MAGDM) issue. paper, 2-tuple linguistic neutrosophic number grey relational analysis (2TLNN-GRA) method built based on traditional (GRA) sets (2TLNNSs). Then, numerical example been given some comparisons used illustrate advantages 2TLNN-GRA method.

Language: Английский

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Retracted: Evaluation Method of Wushu Teaching Quality Based on Fuzzy Clustering

Security and Communication Networks, Journal Year: 2023, Volume and Issue: 2023, P. 1 - 1

Published: Dec. 29, 2023

Language: Английский

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