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Applying Fuzzy Fault Tree Method to Evaluate the Reliability of College Classroom Teaching

The evaluation of classroom teaching quality is closely related to the development of higher education as a scientific and effective evaluation system that can provide a solid foundation for formulating educational policies. Therefore, an evaluation model of classroom teaching quality in colleges an...

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Autores principales: Wang, Liangliang, Fan, Mingfang, Zhang, Feng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8476793/
https://www.ncbi.nlm.nih.gov/pubmed/34594256
http://dx.doi.org/10.3389/fpsyg.2021.593068
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author Wang, Liangliang
Fan, Mingfang
Zhang, Feng
author_facet Wang, Liangliang
Fan, Mingfang
Zhang, Feng
author_sort Wang, Liangliang
collection PubMed
description The evaluation of classroom teaching quality is closely related to the development of higher education as a scientific and effective evaluation system that can provide a solid foundation for formulating educational policies. Therefore, an evaluation model of classroom teaching quality in colleges and universities is established based on the fuzzy fault tree theory with “classroom teaching failure” as the top event to effectively evaluate the reliability of college classroom teaching and optimize the teaching strategies. In consideration of the lack of availability and dynamics of classroom teaching data, fuzzy numbers are used to describe the probability of underlying events. In addition, the top event probability of the fuzzy fault tree is calculated by the double-layer Monte Carlo method (MCM), which analyzes the classroom teaching effect based on the fuzzy fault tree reasonable. In summary, the quantitative evaluation system of classroom teaching quality based on fuzzy fault trees can evaluate classroom teaching more comprehensively and dynamically and help to improve the teaching quality of higher education.
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spelling pubmed-84767932021-09-29 Applying Fuzzy Fault Tree Method to Evaluate the Reliability of College Classroom Teaching Wang, Liangliang Fan, Mingfang Zhang, Feng Front Psychol Psychology The evaluation of classroom teaching quality is closely related to the development of higher education as a scientific and effective evaluation system that can provide a solid foundation for formulating educational policies. Therefore, an evaluation model of classroom teaching quality in colleges and universities is established based on the fuzzy fault tree theory with “classroom teaching failure” as the top event to effectively evaluate the reliability of college classroom teaching and optimize the teaching strategies. In consideration of the lack of availability and dynamics of classroom teaching data, fuzzy numbers are used to describe the probability of underlying events. In addition, the top event probability of the fuzzy fault tree is calculated by the double-layer Monte Carlo method (MCM), which analyzes the classroom teaching effect based on the fuzzy fault tree reasonable. In summary, the quantitative evaluation system of classroom teaching quality based on fuzzy fault trees can evaluate classroom teaching more comprehensively and dynamically and help to improve the teaching quality of higher education. Frontiers Media S.A. 2021-09-14 /pmc/articles/PMC8476793/ /pubmed/34594256 http://dx.doi.org/10.3389/fpsyg.2021.593068 Text en Copyright © 2021 Wang, Fan and Zhang. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Psychology
Wang, Liangliang
Fan, Mingfang
Zhang, Feng
Applying Fuzzy Fault Tree Method to Evaluate the Reliability of College Classroom Teaching
title Applying Fuzzy Fault Tree Method to Evaluate the Reliability of College Classroom Teaching
title_full Applying Fuzzy Fault Tree Method to Evaluate the Reliability of College Classroom Teaching
title_fullStr Applying Fuzzy Fault Tree Method to Evaluate the Reliability of College Classroom Teaching
title_full_unstemmed Applying Fuzzy Fault Tree Method to Evaluate the Reliability of College Classroom Teaching
title_short Applying Fuzzy Fault Tree Method to Evaluate the Reliability of College Classroom Teaching
title_sort applying fuzzy fault tree method to evaluate the reliability of college classroom teaching
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8476793/
https://www.ncbi.nlm.nih.gov/pubmed/34594256
http://dx.doi.org/10.3389/fpsyg.2021.593068
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