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Evaluation Method of Classroom Teaching Effect Under Intelligent Teaching Mode
In order to improve the accuracy and performance of classroom teaching effect evaluation, an intelligent teaching mode classroom teaching effect evaluation method is proposed. Based on the characteristics of intelligent teaching mode, an intelligent teaching effect evaluation index system including...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8905032/ http://dx.doi.org/10.1007/s11036-022-01946-2 |
_version_ | 1784665100701925376 |
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author | Chen, Jing Lu, Hui |
author_facet | Chen, Jing Lu, Hui |
author_sort | Chen, Jing |
collection | PubMed |
description | In order to improve the accuracy and performance of classroom teaching effect evaluation, an intelligent teaching mode classroom teaching effect evaluation method is proposed. Based on the characteristics of intelligent teaching mode, an intelligent teaching effect evaluation index system including five indexes of basic quality, teaching attitude, teaching method, teaching ability and teaching effect is constructed. After obtaining the scores of each index by expert scoring, it is input into the cuckoo search algorithm extreme learning machine evaluation model and solved by objective function, obtain the final score of teaching effect evaluation. The experimental results show that the proposed method can effectively improve the evaluation accuracy of classroom teaching effect of intelligent teaching mode, and provide a new method for classroom teaching effect evaluation. |
format | Online Article Text |
id | pubmed-8905032 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-89050322022-03-09 Evaluation Method of Classroom Teaching Effect Under Intelligent Teaching Mode Chen, Jing Lu, Hui Mobile Netw Appl Article In order to improve the accuracy and performance of classroom teaching effect evaluation, an intelligent teaching mode classroom teaching effect evaluation method is proposed. Based on the characteristics of intelligent teaching mode, an intelligent teaching effect evaluation index system including five indexes of basic quality, teaching attitude, teaching method, teaching ability and teaching effect is constructed. After obtaining the scores of each index by expert scoring, it is input into the cuckoo search algorithm extreme learning machine evaluation model and solved by objective function, obtain the final score of teaching effect evaluation. The experimental results show that the proposed method can effectively improve the evaluation accuracy of classroom teaching effect of intelligent teaching mode, and provide a new method for classroom teaching effect evaluation. Springer US 2022-03-09 2022 /pmc/articles/PMC8905032/ http://dx.doi.org/10.1007/s11036-022-01946-2 Text en © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2022 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Article Chen, Jing Lu, Hui Evaluation Method of Classroom Teaching Effect Under Intelligent Teaching Mode |
title | Evaluation Method of Classroom Teaching Effect Under Intelligent Teaching Mode |
title_full | Evaluation Method of Classroom Teaching Effect Under Intelligent Teaching Mode |
title_fullStr | Evaluation Method of Classroom Teaching Effect Under Intelligent Teaching Mode |
title_full_unstemmed | Evaluation Method of Classroom Teaching Effect Under Intelligent Teaching Mode |
title_short | Evaluation Method of Classroom Teaching Effect Under Intelligent Teaching Mode |
title_sort | evaluation method of classroom teaching effect under intelligent teaching mode |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8905032/ http://dx.doi.org/10.1007/s11036-022-01946-2 |
work_keys_str_mv | AT chenjing evaluationmethodofclassroomteachingeffectunderintelligentteachingmode AT luhui evaluationmethodofclassroomteachingeffectunderintelligentteachingmode |