Systematic Design and Effectiveness Enhancement of English Teaching in Colleges and Universities Combining Decision Tree Modeling

[1] Kobylianska, L., & Matiichuk, K. (2018). Peculiarities of teaching english as a foreign language in the process of professional preparation of future specialists by means of independent learning. Human Studies Series of Pedagogy. Search in Google Scholar

[2] Hauks, S., Mercer, S., & Agneta M‐L Svalberg. (2022). School teachers’ perceptions of similarities and differences between teaching english and a non‐language subject. TESOL Quarterly, 56(2), 474–498. Search in Google Scholar

[3] KAISER, & DJ. (2017). English language teaching in uruguay. World Englishes. Search in Google Scholar

[4] ZiqinShu. (2022). Ideology in sino-foreign cooperative education: the application of big data mining technology in the work conducted by counselors. Mobile information systems(Pt.26), 2022. Search in Google Scholar

[5] Piotr, T. (2020). Laurie bauer and i. s. p. nation: english morphology for the language teaching profession. Applied Linguistics. Search in Google Scholar

[6] Huang, H., & Yang, X. (2017). Cloud teaching database optimal mining algorithm based on weakly symmetric spaces. Revista de la Facultad de Ingenieria, 32(7), 347–354. Search in Google Scholar

[7] Wah, L. L., & Hashim, H. (2021). Determining pre-service teachers’ intention of using technology for teaching english as a second language (esl). Sustainability, 13(14), 7568. Search in Google Scholar

[8] Chen, L., Wang, L., & Zhou, Y. (2022). Research on data mining combination model analysis and performance prediction based on students’ behavior characteristics. Mathematical Problems in Engineering, 2022. Search in Google Scholar

[9] Man, Z. (2022). Research on the evaluation method for english teaching efficiency based on data mining. International journal of continuing engineering education and life-long learning. Search in Google Scholar

[10] Wang, B. (2022). Research on the value orientation of elt integration based on data mining under the background of megadata. Mathematical Problems in Engineering, 2022. Search in Google Scholar

[11] Yuling, M. A., Cui, C., Jun, Y. U., Guo, J., Yang, G., & Yin, Y. (2020). Multi-task miml learning for pre-course student performance prediction. Frontiers of Computer Science, 14(5). Search in Google Scholar

[12] Dong, Y. (2022). Application of artificial intelligence software based on semantic web technology in english learning and teaching. Journal of Internet Technology(1), 23. Search in Google Scholar

[13] Song, B., & Ma, Y. (2020). Intelligent school talent information fusion management and talent training system optimization based on data mining. International Journal of Performability Engineering(12), 16. Search in Google Scholar

[14] Qin, L. (2017). Design and realization of project-based computer english learning system. International Journal of Emerging Technologies in Learning, 12(8), 128. Search in Google Scholar

[15] Uysal, D., Akaln, T. S., & Meral Güven. (2018). Motivational strategies used in english language teaching: a meta-synthesis study. European Journal of Education(7). Search in Google Scholar

[16] Mansouri, B. (2018). Book review: criticality, teacher identity, and (in) equity in english language teaching: issues and implications. Applied Linguistics. Search in Google Scholar