Cargando…

A Study of College Teachers' English Teaching Quality Based on Fuzzy Neural Network

In many universities and colleges, the government is now paying more attention to the quality of teaching assessment, and research on English teaching quality evaluation is becoming increasingly significant. The goal of this paper is to investigate how to use a fuzzy neural network to assess the qua...

Descripción completa

Detalles Bibliográficos
Autor principal: Chen, Chunfang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9359841/
https://www.ncbi.nlm.nih.gov/pubmed/35958789
http://dx.doi.org/10.1155/2022/8162048
_version_ 1784764220512927744
author Chen, Chunfang
author_facet Chen, Chunfang
author_sort Chen, Chunfang
collection PubMed
description In many universities and colleges, the government is now paying more attention to the quality of teaching assessment, and research on English teaching quality evaluation is becoming increasingly significant. The goal of this paper is to investigate how to use a fuzzy neural network to assess the quality of English education. The research of the model NN and the evaluation of the quality of English teaching is detailed first. A fuzzy NN is an algorithm that examines the quality of English instruction evaluation using fuzzy criteria. In the case results, the data show that the previous evaluation of quality teaching is between the intermediate and the intermediate level, while the research on the evaluation quality of English teaching based on fuzzy NN shows that the evaluation quality is between the intermediate and the advanced level. Therefore, the combination of Fuzzy Rules (FR) and NN methods can effectively improve the quality of college teachers' English teaching evaluation. In college English teaching, FRs can simplify the analysis steps of evaluation of quality teaching, accurately judge the quality of college English teaching evaluation, and provide support for the improvement of evaluation of quality teaching.
format Online
Article
Text
id pubmed-9359841
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Hindawi
record_format MEDLINE/PubMed
spelling pubmed-93598412022-08-10 A Study of College Teachers' English Teaching Quality Based on Fuzzy Neural Network Chen, Chunfang Comput Intell Neurosci Research Article In many universities and colleges, the government is now paying more attention to the quality of teaching assessment, and research on English teaching quality evaluation is becoming increasingly significant. The goal of this paper is to investigate how to use a fuzzy neural network to assess the quality of English education. The research of the model NN and the evaluation of the quality of English teaching is detailed first. A fuzzy NN is an algorithm that examines the quality of English instruction evaluation using fuzzy criteria. In the case results, the data show that the previous evaluation of quality teaching is between the intermediate and the intermediate level, while the research on the evaluation quality of English teaching based on fuzzy NN shows that the evaluation quality is between the intermediate and the advanced level. Therefore, the combination of Fuzzy Rules (FR) and NN methods can effectively improve the quality of college teachers' English teaching evaluation. In college English teaching, FRs can simplify the analysis steps of evaluation of quality teaching, accurately judge the quality of college English teaching evaluation, and provide support for the improvement of evaluation of quality teaching. Hindawi 2022-08-01 /pmc/articles/PMC9359841/ /pubmed/35958789 http://dx.doi.org/10.1155/2022/8162048 Text en Copyright © 2022 Chunfang Chen. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Chen, Chunfang
A Study of College Teachers' English Teaching Quality Based on Fuzzy Neural Network
title A Study of College Teachers' English Teaching Quality Based on Fuzzy Neural Network
title_full A Study of College Teachers' English Teaching Quality Based on Fuzzy Neural Network
title_fullStr A Study of College Teachers' English Teaching Quality Based on Fuzzy Neural Network
title_full_unstemmed A Study of College Teachers' English Teaching Quality Based on Fuzzy Neural Network
title_short A Study of College Teachers' English Teaching Quality Based on Fuzzy Neural Network
title_sort study of college teachers' english teaching quality based on fuzzy neural network
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9359841/
https://www.ncbi.nlm.nih.gov/pubmed/35958789
http://dx.doi.org/10.1155/2022/8162048
work_keys_str_mv AT chenchunfang astudyofcollegeteachersenglishteachingqualitybasedonfuzzyneuralnetwork
AT chenchunfang studyofcollegeteachersenglishteachingqualitybasedonfuzzyneuralnetwork