Application of University English Teaching Model Based on Artificial Intelligence Technology
This paper is based on cloud computing technology in artificial intelligence and a clustering algorithm controlled to divide teaching resource attributes and reduce packet loss rates in the system. Data mining is used to reduce the number of iterations and improve processing efficiency, a learner mo...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Sciendo
2024-01-01
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| Series: | Applied Mathematics and Nonlinear Sciences |
| Subjects: | |
| Online Access: | https://doi.org/10.2478/amns.2023.2.00949 |
| _version_ | 1797340646828146688 |
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| author | Leng Jinying Lin Xiaoqing |
| author_facet | Leng Jinying Lin Xiaoqing |
| author_sort | Leng Jinying |
| collection | DOAJ |
| description | This paper is based on cloud computing technology in artificial intelligence and a clustering algorithm controlled to divide teaching resource attributes and reduce packet loss rates in the system. Data mining is used to reduce the number of iterations and improve processing efficiency, a learner model is designed, and the teaching process and assessment tasks are constructed to realize the teaching model. Two natural classes of students at the University of S. underwent an instructional experiment. The results showed that the experimental class reached about 70% of the overall students in the achievement range of 85-95 and 95-100. The college English teaching model based on artificial intelligence technology’s feasibility and effectiveness are proven by the significant improvement in performance compared to the control class. |
| first_indexed | 2024-03-08T10:06:13Z |
| format | Article |
| id | doaj.art-e40ff68be1c24c81afa2d560164c0c22 |
| institution | Directory Open Access Journal |
| issn | 2444-8656 |
| language | English |
| last_indexed | 2024-03-08T10:06:13Z |
| publishDate | 2024-01-01 |
| publisher | Sciendo |
| record_format | Article |
| series | Applied Mathematics and Nonlinear Sciences |
| spelling | doaj.art-e40ff68be1c24c81afa2d560164c0c222024-01-29T08:52:38ZengSciendoApplied Mathematics and Nonlinear Sciences2444-86562024-01-019110.2478/amns.2023.2.00949Application of University English Teaching Model Based on Artificial Intelligence TechnologyLeng Jinying0Lin Xiaoqing11Eastern Liaoning University, Dandong, Liaoning, 118001, China.1Eastern Liaoning University, Dandong, Liaoning, 118001, China.This paper is based on cloud computing technology in artificial intelligence and a clustering algorithm controlled to divide teaching resource attributes and reduce packet loss rates in the system. Data mining is used to reduce the number of iterations and improve processing efficiency, a learner model is designed, and the teaching process and assessment tasks are constructed to realize the teaching model. Two natural classes of students at the University of S. underwent an instructional experiment. The results showed that the experimental class reached about 70% of the overall students in the achievement range of 85-95 and 95-100. The college English teaching model based on artificial intelligence technology’s feasibility and effectiveness are proven by the significant improvement in performance compared to the control class.https://doi.org/10.2478/amns.2023.2.00949artificial intelligence technologycloud computingcontrolled clustering algorithmdata mininguniversity english teaching97c50 |
| spellingShingle | Leng Jinying Lin Xiaoqing Application of University English Teaching Model Based on Artificial Intelligence Technology Applied Mathematics and Nonlinear Sciences artificial intelligence technology cloud computing controlled clustering algorithm data mining university english teaching 97c50 |
| title | Application of University English Teaching Model Based on Artificial Intelligence Technology |
| title_full | Application of University English Teaching Model Based on Artificial Intelligence Technology |
| title_fullStr | Application of University English Teaching Model Based on Artificial Intelligence Technology |
| title_full_unstemmed | Application of University English Teaching Model Based on Artificial Intelligence Technology |
| title_short | Application of University English Teaching Model Based on Artificial Intelligence Technology |
| title_sort | application of university english teaching model based on artificial intelligence technology |
| topic | artificial intelligence technology cloud computing controlled clustering algorithm data mining university english teaching 97c50 |
| url | https://doi.org/10.2478/amns.2023.2.00949 |
| work_keys_str_mv | AT lengjinying applicationofuniversityenglishteachingmodelbasedonartificialintelligencetechnology AT linxiaoqing applicationofuniversityenglishteachingmodelbasedonartificialintelligencetechnology |