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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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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. |
format | Online Article Text |
id | pubmed-8476793 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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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