Data Mining Technology Helps Digital Teaching and Learning of English Majors in Colleges and Universities

[1] Han, Z. (2021). A fuzzy logic and multilevel analysis-based evaluation algorithm for digital teaching quality in colleges and universities. Scientific Programming. Search in Google Scholar

[2] Carhill-Poza, A. (2017). Re-examining english language teaching and learning for adolescents through technology. System. Search in Google Scholar

[3] Claro, M., Salinas, A., Cabello-Hutt, T., San Martin, E., Preiss, D. D., & Valenzuela, S., et al. (2018). Teaching in a digital environment (tide): defining and measuring teachers’ capacity to develop students’ digital information and communication skills. Computers & Education, 121(JUN.), 162-174. Search in Google Scholar

[4] Li, B. (2023). Design and research of computer-aided english teaching methods. International Journal of Humanoid Robotics, 20(02n03). Search in Google Scholar

[5] Matt, K., & Francesca, M. (2022). Digital multimodal composing in english language teaching. ELT Journal(3), 3. Search in Google Scholar

[6] Arda, & Arikan. (2017). An autoethnography of teaching english to young learners: from theory to practice. The Anthropologist, 20(1-2), 77-85. Search in Google Scholar

[7] Da-Wei, C., Chao, L., Shun, W., Xun-Ling, W., Wen-Fang, W., & Sundhararajan, M., et al. (2018). Research and application of multimedia digital platform in the teaching of college physical education course. Journal of Intelligent and Fuzzy Systems, 34(2), 893-901. Search in Google Scholar

[8] Jennifer, J. (2017). International perspectives on English as a lingua franca: pedagogical insightsnew frontiers in teaching and learning english. Elt Journal(1), 99-104. Search in Google Scholar

[9] Tian, N., & Tsai, S. B. (2021). An empirical study on interactive flipped classroom model based on digital micro-video course by big data analysis and models. Mathematical Problems in Engineering, 2021. Search in Google Scholar

[10] Fang, F., & Baker, W. (2017). ‘a more inclusive mind towards the world’: english language teaching and study abroad in china from intercultural citizenship and english as a lingua franca perspectives. Language Teaching Research. Search in Google Scholar

[11] Su, H. (2020). Patterns, local grammar, and the design of english teaching materials. ELT Journal, 74(1), 73-82. Search in Google Scholar

[12] Wang, Y., & Yuan, F. (2017). A study on the influence mechanism of pbl teaching model on non-english major students’ critical thinking ability. International Journal of Technology, Management, 000(006), P.39-41. Search in Google Scholar

[13] Qi, B. (2020). Network teaching method of english major courses under the influence of the covid-19 epidemic situation. Basic & clinical pharmacology & toxicology.(S1), 127. Search in Google Scholar

[14] Chang, H. (2021). College english flipped classroom teaching model based on big data and deep neural networks. Scientific Programming. Search in Google Scholar

[15] Ditaunyane, S. E., & Collins, G. W. (2023). Guiding principles for the appraisal of english-teaching software. Southern African Linguistics and Applied Language Studies, 41(1), 63-75. Search in Google Scholar

[16] Yecid, O. (2021). Transformative pedagogies for english teaching: teachers and students building social justice together. Applied Linguistics(6), 6. Search in Google Scholar

[17] Rahman, M. M., & Pandian, A. (2018). A critical investigation of English language teaching in bangladesh. English Today, 1-7. Search in Google Scholar

[18] De Wolf, S., Smit, N., & Lowie, W. (2017). Influences of early english language teaching on oral fluency. Elt Journal, 71(3), 341-353. Search in Google Scholar

[19] Bacon, & Chris, K. (2017). Multilanguage, multipurpose: a literature review, synthesis, and framework for critical literacies in english language teaching. Journal of Literacy Research, 1086296X1771832. Search in Google Scholar

[20] Tian, Q., Pan, L., Zhang, W., Li, T., & Wang, W. (2021). Lower order information preserved network embedding based on non-negative matrix decomposition. Information Sciences, 572, 43-56. Search in Google Scholar

[21] Tang, B., Kang, L., Zhang, L., Guo, F., & He, H. (2021). Collaborative filtering recommendation using nonnegative matrix factorization in gpu-accelerated spark platform. Scientific Programming. Search in Google Scholar

[22] Deeba, K., & Saravanaguru, R. A. K. (2021). Context reasoning for predicting gestational diabetes mellitus using ca-rete algorithm. International Journal of E-Collaboration(4), 17. Search in Google Scholar

[23] Dimas, M. A., Garcia, M. M. A., & Tahas, J. L. (2018). Transforming a conventional refrigerator into smart refrigerator using sensory motors and rete algorithm. Cloud. Search in Google Scholar

[24] Gabriela_Harywanto, Siautama, R., Amadea, C. I. A., & Suhartono, D. (2021). Extractive hotel review summarization based on tf/idf and adjective-noun pairing by considering annual sentiment trends. Procedia Computer Science. Search in Google Scholar

[25] Bounabi, M., Elmoutaouakil, K., & Satori, K. (2021). A new neutrosophic tf-idf term weighting for text mining tasks: text classification use case. International Journal of Web Information Systems, ahead-of-print(ahead-of-print). Search in Google Scholar