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Evaluation Method of Comprehensive Quality of Environmental Protection Teachers Based on Big Data Analysis Technology
In order to improve the shortcomings that the weight of each index is easily affected by human influence in the evaluation of traditional teachers' comprehensive literacy, on the basis of the analysis of index coefficients, feature reorganization, and feature analysis, this paper constructs the...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9581667/ https://www.ncbi.nlm.nih.gov/pubmed/36275883 http://dx.doi.org/10.1155/2022/6848352 |
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author | He, Wei Zhou, Weijiang |
author_facet | He, Wei Zhou, Weijiang |
author_sort | He, Wei |
collection | PubMed |
description | In order to improve the shortcomings that the weight of each index is easily affected by human influence in the evaluation of traditional teachers' comprehensive literacy, on the basis of the analysis of index coefficients, feature reorganization, and feature analysis, this paper constructs the comprehensive literacy of environmental protection professional teachers' education in the big data environment. The evaluation model is proposed, and a weight distribution scheme for teachers' comprehensive literacy evaluation indicators is proposed based on the hierarchical Bayesian beta-return model, so as to improve the rationality of the indicator distribution and make the prediction results more accurate. The simulation results further verify the superiority of the proposed model in improving the comprehensive quality evaluation level of environmental protection teachers. |
format | Online Article Text |
id | pubmed-9581667 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-95816672022-10-20 Evaluation Method of Comprehensive Quality of Environmental Protection Teachers Based on Big Data Analysis Technology He, Wei Zhou, Weijiang J Environ Public Health Research Article In order to improve the shortcomings that the weight of each index is easily affected by human influence in the evaluation of traditional teachers' comprehensive literacy, on the basis of the analysis of index coefficients, feature reorganization, and feature analysis, this paper constructs the comprehensive literacy of environmental protection professional teachers' education in the big data environment. The evaluation model is proposed, and a weight distribution scheme for teachers' comprehensive literacy evaluation indicators is proposed based on the hierarchical Bayesian beta-return model, so as to improve the rationality of the indicator distribution and make the prediction results more accurate. The simulation results further verify the superiority of the proposed model in improving the comprehensive quality evaluation level of environmental protection teachers. Hindawi 2022-10-12 /pmc/articles/PMC9581667/ /pubmed/36275883 http://dx.doi.org/10.1155/2022/6848352 Text en Copyright © 2022 Wei He and Weijiang Zhou. 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 He, Wei Zhou, Weijiang Evaluation Method of Comprehensive Quality of Environmental Protection Teachers Based on Big Data Analysis Technology |
title | Evaluation Method of Comprehensive Quality of Environmental Protection Teachers Based on Big Data Analysis Technology |
title_full | Evaluation Method of Comprehensive Quality of Environmental Protection Teachers Based on Big Data Analysis Technology |
title_fullStr | Evaluation Method of Comprehensive Quality of Environmental Protection Teachers Based on Big Data Analysis Technology |
title_full_unstemmed | Evaluation Method of Comprehensive Quality of Environmental Protection Teachers Based on Big Data Analysis Technology |
title_short | Evaluation Method of Comprehensive Quality of Environmental Protection Teachers Based on Big Data Analysis Technology |
title_sort | evaluation method of comprehensive quality of environmental protection teachers based on big data analysis technology |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9581667/ https://www.ncbi.nlm.nih.gov/pubmed/36275883 http://dx.doi.org/10.1155/2022/6848352 |
work_keys_str_mv | AT hewei evaluationmethodofcomprehensivequalityofenvironmentalprotectionteachersbasedonbigdataanalysistechnology AT zhouweijiang evaluationmethodofcomprehensivequalityofenvironmentalprotectionteachersbasedonbigdataanalysistechnology |