Influence of Educational Informatization Based on Machine Learning on Teaching Mode
In recent years, with the rapid progress of educational information techniques, the application of computer teaching methods in school education has also shown a constantly changing trend. How to change the traditional classroom structure, improve the teachers’ information literacy, build a new info...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Wiley
2022-01-01
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| Series: | International Transactions on Electrical Energy Systems |
| Online Access: | http://dx.doi.org/10.1155/2022/6180113 |
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| _version_ | 1849683482974879744 |
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| author | Lei Ma Jian Li |
| author_facet | Lei Ma Jian Li |
| author_sort | Lei Ma |
| collection | DOAJ |
| description | In recent years, with the rapid progress of educational information techniques, the application of computer teaching methods in school education has also shown a constantly changing trend. How to change the traditional classroom structure, improve the teachers’ information literacy, build a new information-based teaching format, and promote the integration of information technique and pedagogy have become an important topic of the current educational research study. Machine learning is a key technology in artificial intelligence and is widely used in various fields. The core of educational informatization is to carry out personalized learning, and the main auxiliary technology of personalized learning is machine learning. So, this article studied the influence of machine learning-based educational informatization on the teaching mode. Through the investigation and research methods, this article found that the educational informatization teaching mode based on machine learning is helpful to improve students’ autonomous learning ability, comprehensive ability, and learning effect. In the information-based teaching mode, the learning effect reached a maximum of about 90, with an average increase of 12, which showed that the educational information-based teaching mode based on machine learning is feasible. |
| format | Article |
| id | doaj-art-d84de9574ed5484a89536de09c79b49c |
| institution | DOAJ |
| issn | 2050-7038 |
| language | English |
| publishDate | 2022-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Transactions on Electrical Energy Systems |
| spelling | doaj-art-d84de9574ed5484a89536de09c79b49c2025-08-20T03:23:51ZengWileyInternational Transactions on Electrical Energy Systems2050-70382022-01-01202210.1155/2022/6180113Influence of Educational Informatization Based on Machine Learning on Teaching ModeLei Ma0Jian Li1School of Humanities and EducationSchool of AerospaceIn recent years, with the rapid progress of educational information techniques, the application of computer teaching methods in school education has also shown a constantly changing trend. How to change the traditional classroom structure, improve the teachers’ information literacy, build a new information-based teaching format, and promote the integration of information technique and pedagogy have become an important topic of the current educational research study. Machine learning is a key technology in artificial intelligence and is widely used in various fields. The core of educational informatization is to carry out personalized learning, and the main auxiliary technology of personalized learning is machine learning. So, this article studied the influence of machine learning-based educational informatization on the teaching mode. Through the investigation and research methods, this article found that the educational informatization teaching mode based on machine learning is helpful to improve students’ autonomous learning ability, comprehensive ability, and learning effect. In the information-based teaching mode, the learning effect reached a maximum of about 90, with an average increase of 12, which showed that the educational information-based teaching mode based on machine learning is feasible.http://dx.doi.org/10.1155/2022/6180113 |
| spellingShingle | Lei Ma Jian Li Influence of Educational Informatization Based on Machine Learning on Teaching Mode International Transactions on Electrical Energy Systems |
| title | Influence of Educational Informatization Based on Machine Learning on Teaching Mode |
| title_full | Influence of Educational Informatization Based on Machine Learning on Teaching Mode |
| title_fullStr | Influence of Educational Informatization Based on Machine Learning on Teaching Mode |
| title_full_unstemmed | Influence of Educational Informatization Based on Machine Learning on Teaching Mode |
| title_short | Influence of Educational Informatization Based on Machine Learning on Teaching Mode |
| title_sort | influence of educational informatization based on machine learning on teaching mode |
| url | http://dx.doi.org/10.1155/2022/6180113 |
| work_keys_str_mv | AT leima influenceofeducationalinformatizationbasedonmachinelearningonteachingmode AT jianli influenceofeducationalinformatizationbasedonmachinelearningonteachingmode |