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Design of Learning Environment for Undergraduate Comprehensive Literacy Education under Blended Learning Environment

Blended learning has become the dominant teaching approach in colleges and universities as they evolve. A good learning environment design can represent college and university teaching quality, improve undergraduates' literacy, and boost talent training. This paper introduces the data mining me...

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Detalles Bibliográficos
Autores principales: Wang, Xia, Yu, Lan, Wang, Zhonglei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9527408/
https://www.ncbi.nlm.nih.gov/pubmed/36200091
http://dx.doi.org/10.1155/2022/9602876
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author Wang, Xia
Yu, Lan
Wang, Zhonglei
author_facet Wang, Xia
Yu, Lan
Wang, Zhonglei
author_sort Wang, Xia
collection PubMed
description Blended learning has become the dominant teaching approach in colleges and universities as they evolve. A good learning environment design can represent college and university teaching quality, improve undergraduates' literacy, and boost talent training. This paper introduces the data mining method of undergraduate comprehensive literacy education, discovers the association rules of the evaluation data, and introduces the undergraduate comprehensive literacy evaluation model and BP neural network model driven by theory and technology in a mixed learning environment, which promotes students' comprehensive literacy evaluation and builds a good learning environment. The results demonstrate that undergraduate classification prediction accuracy is similar by data mining, and most reach 99.58 percent. So, whether it is the training sample or the test sample, the prediction result of undergraduate comprehensive literacy is acceptable, which illustrates the validity of the data mining algorithm model and has strong application importance for developing a better learning environment.
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spelling pubmed-95274082022-10-04 Design of Learning Environment for Undergraduate Comprehensive Literacy Education under Blended Learning Environment Wang, Xia Yu, Lan Wang, Zhonglei J Environ Public Health Research Article Blended learning has become the dominant teaching approach in colleges and universities as they evolve. A good learning environment design can represent college and university teaching quality, improve undergraduates' literacy, and boost talent training. This paper introduces the data mining method of undergraduate comprehensive literacy education, discovers the association rules of the evaluation data, and introduces the undergraduate comprehensive literacy evaluation model and BP neural network model driven by theory and technology in a mixed learning environment, which promotes students' comprehensive literacy evaluation and builds a good learning environment. The results demonstrate that undergraduate classification prediction accuracy is similar by data mining, and most reach 99.58 percent. So, whether it is the training sample or the test sample, the prediction result of undergraduate comprehensive literacy is acceptable, which illustrates the validity of the data mining algorithm model and has strong application importance for developing a better learning environment. Hindawi 2022-09-25 /pmc/articles/PMC9527408/ /pubmed/36200091 http://dx.doi.org/10.1155/2022/9602876 Text en Copyright © 2022 Xia Wang et al. 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
Wang, Xia
Yu, Lan
Wang, Zhonglei
Design of Learning Environment for Undergraduate Comprehensive Literacy Education under Blended Learning Environment
title Design of Learning Environment for Undergraduate Comprehensive Literacy Education under Blended Learning Environment
title_full Design of Learning Environment for Undergraduate Comprehensive Literacy Education under Blended Learning Environment
title_fullStr Design of Learning Environment for Undergraduate Comprehensive Literacy Education under Blended Learning Environment
title_full_unstemmed Design of Learning Environment for Undergraduate Comprehensive Literacy Education under Blended Learning Environment
title_short Design of Learning Environment for Undergraduate Comprehensive Literacy Education under Blended Learning Environment
title_sort design of learning environment for undergraduate comprehensive literacy education under blended learning environment
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9527408/
https://www.ncbi.nlm.nih.gov/pubmed/36200091
http://dx.doi.org/10.1155/2022/9602876
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