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<p>This paper first studied the association rule algorithm model’s mining steps and algorithm features and improved the algorithm by quantifying attributes and frequent clustering. Then, the “Internet +” English teaching scheme for agricultural majors is proposed, the corresponding teaching system is designed, and a fresh approach to teaching English is developed. The impact of the teaching reform was evaluated using the indices of English efficiency, ability change, and learning status. The mean values of students’ learning attitude, interest, strategy and efficiency increased by 0.299, 0.844, 0.522 and 1.074, respectively, after using the “Internet + Classroom” teaching mode, which indicates that the new English teaching mode has significant teaching effects. This study provides new ideas and practical experience for reforming English courses in agriculture.</p>
</abstract>

This paper first studied the association rule algorithm model’s mining steps and algorithm features and improved the algorithm by quantifying attributes and frequent clustering. Then, the “Internet +” English teaching scheme for agricultural majors is proposed, the corresponding teaching system is designed, and a fresh approach to teaching English is developed. The impact of the teaching reform was evaluated using the indices of English efficiency, ability change, and learning status. The mean values of students’ learning attitude, interest, strategy and efficiency increased by 0.299, 0.844, 0.522 and 1.074, respectively, after using the “Internet + Classroom” teaching mode, which indicates that the new English teaching mode has significant teaching effects. This study provides new ideas and practical experience for reforming English courses in agriculture.

Teaching reform and practice of English courses in agriculture under the background of “Internet+” based on big data analysis

Fujian Agriculture and Forestry University

State Key Laboratory of Mariculture Breeding, Key Laboratory of Marine Biotechnology of Fujian Province

Applied Mathematics and Nonlinear Sciences

This work is licensed under the Creative Commons Attribution 4.0 International License.

This paper first studied the association rule algorithm model’s mining steps and algorithm features and improved the algorithm by quantifying attributes and...

Teaching reform and practice of English courses in agriculture under the background of “Internet+” based on big data analysis

Published Online: Nov 01, 2023

Page range: -

Received: Nov 28, 2022

Accepted: May 12, 2023

DOI: https://doi.org/10.2478/amns.2023.2.00938

Keywords
Association rules, Data mining algorithms, Cluster analysis, Internet+, English teaching

© 2023 Yan Lin, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Teaching reform and practice of English courses in agriculture under the background of “Internet+” based on big data analysis

Published Online: Nov 01, 2023

Page range: -

Received: Nov 28, 2022

Accepted: May 12, 2023

DOI: https://doi.org/10.2478/amns.2023.2.00938

KeywordsAssociation rules, Data mining algorithms, Cluster analysis, Internet+, English teaching

© 2023 Yan Lin, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Keywords
Association rules, Data mining algorithms, Cluster analysis, Internet+, English teaching