Data-driven Multiple Regression Analysis of Teaching Mode Innovation and Teaching Quality of English Education in Colleges and Universities Based on Data
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Hsieh, Y. Z., Lin, S. S., Luo, Y. C., Jeng, Y. L., Tan, S. W., Chen, C. R., & Chiang, P. Y. (2020). ARCS-assisted teaching robots based on anticipatory computing and emotional big data for improving sustainable learning efficiency and motivation. Sustainability, 12(14), 5605.HsiehY. Z., LinS. S., LuoY. C., JengY. L., TanS. W., ChenC. R. & ChiangP. Y. (2020). ARCS-assisted teaching robots based on anticipatory computing and emotional big data for improving sustainable learning efficiency and motivation. Sustainability, 12(14), 5605.Search in Google Scholar
Gong, W. (2019). An innovative English teaching system based on computer aided technology and corpus management. International Journal of Emerging Technologies in Learning (Online), 14(14), 69.GongW. (2019). An innovative English teaching system based on computer aided technology and corpus management. International Journal of Emerging Technologies in Learning (Online), 14(14), 69.Search in Google Scholar
Liu, X. (2024). Online Learning Based on Learning Analytics in Big Data for College English Language Teaching. International Journal of Computational Intelligence Systems, 17(1), 192.LiuX. (2024). Online Learning Based on Learning Analytics in Big Data for College English Language Teaching. International Journal of Computational Intelligence Systems, 17(1), 192.Search in Google Scholar
Wan, L. (2018, January). Extraction algorithm of English text summarization for English teaching. In 2018 International Conference on Intelligent Transportation, Big Data & Smart City (ICITBS) (pp. 307-310). IEEE.WanL. (2018, January). Extraction algorithm of English text summarization for English teaching. In 2018 International Conference on Intelligent Transportation, Big Data & Smart City (ICITBS) (pp. 307-310). IEEE.Search in Google Scholar
Feng, M., Quan, L., & Biyu, W. U. (2021). A review on the compilation of college English textbooks in China based on big data. Sino-US English Teaching, 18(3), 60-65.FengM., QuanL. & BiyuW. U. (2021). A review on the compilation of college English textbooks in China based on big data. Sino-US English Teaching, 18(3), 60-65.Search in Google Scholar
Chang, H. (2021). College English flipped classroom teaching model based on big data and deep neural networks. Scientific Programming, 2021(1), 9918433.ChangH. (2021). College English flipped classroom teaching model based on big data and deep neural networks. Scientific Programming, 2021(1), 9918433.Search in Google Scholar
Zhang, Y., & Du, Y. (2022). A Diagnosis Model for College Teachers’ Teaching Ability Based on Big Data and its Evaluation. International Journal of Emerging Technologies in Learning (iJET), 17(3), 4-17.ZhangY. & DuY. (2022). A Diagnosis Model for College Teachers’ Teaching Ability Based on Big Data and its Evaluation. International Journal of Emerging Technologies in Learning (iJET), 17(3), 4-17.Search in Google Scholar
Gao, H. (2021, February). Reform of college English teaching model under the background of artificial intelligence. In Journal of Physics: Conference Series (Vol. 1744, No. 4, p. 042161). IOP Publishing.GaoH. (2021, February). Reform of college English teaching model under the background of artificial intelligence. In Journal of Physics: Conference Series (Vol. 1744, No. 4, p. 042161). IOP Publishing.Search in Google Scholar
Pratiwi, D. I., Huda, S. T., & Kurniawan, D. A. (2021). An exploratory study of English teachers: The use of social media for teaching English on distance learning. Indonesian Journal of English Language Teaching and Applied Linguistics, 5(2), 361-372.PratiwiD. I., HudaS. T. & KurniawanD. A. (2021). An exploratory study of English teachers: The use of social media for teaching English on distance learning. Indonesian Journal of English Language Teaching and Applied Linguistics, 5(2), 361-372.Search in Google Scholar
Chen, D. (2021). Retracted: an improvement in the teaching of college English writing and communication tools for fifth generation network: comparative study. International Journal of Communication Systems, 34(12), e4852.ChenD. (2021). Retracted: an improvement in the teaching of college English writing and communication tools for fifth generation network: comparative study. International Journal of Communication Systems, 34(12), e4852.Search in Google Scholar
Van Canh, L., & Renandya, W. A. (2017). Teachers’ English proficiency and classroom language use: A conversation analysis study. RELC journal, 48(1), 67-81.Van CanhL. & RenandyaW. A. (2017). Teachers’ English proficiency and classroom language use: A conversation analysis study. RELC journal, 48(1), 67-81.Search in Google Scholar
Yang, X. (2022). Research on digital teaching of creative writing in the context of computer big data. Wireless Communications and Mobile Computing, 2022(1), 2699833.YangX. (2022). Research on digital teaching of creative writing in the context of computer big data. Wireless Communications and Mobile Computing, 2022(1), 2699833.Search in Google Scholar
Zhen, C. (2021). Using Big Data Fuzzy K-Means Clustering and Information Fusion Algorithm in English Teaching Ability Evaluation. Complexity, 2021(1), 5554444.ZhenC. (2021). Using Big Data Fuzzy K-Means Clustering and Information Fusion Algorithm in English Teaching Ability Evaluation. Complexity, 2021(1), 5554444.Search in Google Scholar
Zhang, Z., Gao, Q., & Chen, F. (2022). Evaluating English language teaching quality in classrooms using OLAP and SVM algorithms. Mobile information systems, 2022(1), 9327669.ZhangZ., GaoQ. & ChenF. (2022). Evaluating English language teaching quality in classrooms using OLAP and SVM algorithms. Mobile information systems, 2022(1), 9327669.Search in Google Scholar
Andi, K., & Arafah, B. (2017). Using needs analysis to develop English teaching materials in initial speaking skills for Indonesian college students of English. The Turkish Online Journal of Design, Art and Communication (TOJDAC), Special Edition, 6(9), 419-436.AndiK. & ArafahB. (2017). Using needs analysis to develop English teaching materials in initial speaking skills for Indonesian college students of English. The Turkish Online Journal of Design, Art and Communication (TOJDAC), Special Edition, 6(9), 419-436.Search in Google Scholar
Qian, L. (2022). Research on college english teaching and quality evaluation based on data mining technology. Journal of Applied Science and Engineering, 26(4), 547-556.QianL. (2022). Research on college english teaching and quality evaluation based on data mining technology. Journal of Applied Science and Engineering, 26(4), 547-556.Search in Google Scholar
Fan, J. H. (2018). On computer and foreign language teaching and learning in big data era. International Journal of Emerging Technologies in Learning, 13(5).FanJ. H. (2018). On computer and foreign language teaching and learning in big data era. International Journal of Emerging Technologies in Learning, 13(5).Search in Google Scholar
Li, B., & Su, Z. (2021). Research on data mining equipment for teaching English writing based on application. Journal of intelligent & fuzzy systems, 40(2), 3263-3269.LiB. & SuZ. (2021). Research on data mining equipment for teaching English writing based on application. Journal of intelligent & fuzzy systems, 40(2), 3263-3269.Search in Google Scholar
Mahbub, M. A. (2019). English teaching in vocational high school: a need analysis. JEELS (Journal of English Education and Linguistics Studies), 5(2), 229-258.MahbubM. A. (2019). English teaching in vocational high school: a need analysis. JEELS (Journal of English Education and Linguistics Studies), 5(2), 229-258.Search in Google Scholar
Diao, S. (2020, April). The reform of teaching management mode based on artificial intelligence in the era of big data. In Journal of Physics: Conference Series (Vol. 1533, No. 4, p. 042050). IOP Publishing.DiaoS. (2020, April). The reform of teaching management mode based on artificial intelligence in the era of big data. In Journal of Physics: Conference Series (Vol. 1533, No. 4, p. 042050). IOP Publishing.Search in Google Scholar
Fang, C. (2021). Intelligent online English teaching system based on SVM algorithm and complex network. Journal of Intelligent & Fuzzy Systems, 40(2), 2709-2719.FangC. (2021). Intelligent online English teaching system based on SVM algorithm and complex network. Journal of Intelligent & Fuzzy Systems, 40(2), 2709-2719.Search in Google Scholar
Susanty, L., Hartati, Z., Sholihin, R., Syahid, A., & Liriwati, F. Y. (2021). Why English teaching truth on digital trends as an effort for effective learning and evaluation: opportunities and challenges: analysis of teaching English. Linguistics and Culture Review, 5(S1), 303-316.SusantyL., HartatiZ., SholihinR., SyahidA. & LiriwatiF. Y. (2021). Why English teaching truth on digital trends as an effort for effective learning and evaluation: opportunities and challenges: analysis of teaching English. Linguistics and Culture Review, 5(S1), 303-316.Search in Google Scholar
Zhu, W. (2021, April). Research on college English teaching system based on computer big data. In Journal of Physics: Conference Series (Vol. 1865, No. 4, p. 042141). IOP Publishing.ZhuW. (2021, April). Research on college English teaching system based on computer big data. In Journal of Physics: Conference Series (Vol. 1865, No. 4, p. 042141). IOP Publishing.Search in Google Scholar
Li, Q. (2024). Study on the Flipped Classroom Teaching Model of “Business English Translation” in the Context of Big Data. Applied Mathematics and Nonlinear Sciences.LiQ. (2024). Study on the Flipped Classroom Teaching Model of “Business English Translation” in the Context of Big Data. Applied Mathematics and Nonlinear Sciences.Search in Google Scholar
Guo, H., & Gao, W. (2022). Metaverse-powered experiential situational English-teaching design: an emotion-based analysis method. Frontiers in Psychology, 13, 859159.GuoH. & GaoW. (2022). Metaverse-powered experiential situational English-teaching design: an emotion-based analysis method. Frontiers in Psychology, 13, 859159.Search in Google Scholar
Sun, M., & Li, Y. (2020). Eco-environment construction of English teaching using artificial intelligence under big data environment. IEEE Access, 8, 193955-193965.SunM. & LiY. (2020). Eco-environment construction of English teaching using artificial intelligence under big data environment. IEEE Access, 8, 193955-193965.Search in Google Scholar
Liu, Y., & Qi, W. (2021). Application of Flipped Classroom in the Era of Big Data: What Factors Influence the Effect of Teacher-Student Interaction in Oral English Teaching. Wireless Communications and Mobile Computing, 2021(1), 4966974.LiuY. & QiW. (2021). Application of Flipped Classroom in the Era of Big Data: What Factors Influence the Effect of Teacher-Student Interaction in Oral English Teaching. Wireless Communications and Mobile Computing, 2021(1), 4966974.Search in Google Scholar
Rongbing Huang, Muhammad Farhan Hanif, Muhammad Kamran Siddiqui, Muhammad Faisal Hanif & Fikre Bogale Petros. (2024). Analyzing boron oxide networks through Shannon entropy and Pearson correlation coefficient. Scientific Reports(1), 26552-26552.HuangRongbing, HanifMuhammad Farhan, SiddiquiMuhammad Kamran, HanifMuhammad Faisal & PetrosFikre Bogale. (2024). Analyzing boron oxide networks through Shannon entropy and Pearson correlation coefficient. Scientific Reports(1), 26552-26552.Search in Google Scholar
Mina Zaminkar. (2024). An improved K-means and DPC-empowered clustering approach for efficient routing in the FANET. The Journal of Supercomputing(1), 274-274.ZaminkarMina. (2024). An improved K-means and DPC-empowered clustering approach for efficient routing in the FANET. The Journal of Supercomputing(1), 274-274.Search in Google Scholar
Youdong Yuan, Ping Yang, Hanbing Jiang & Tiange Shi. (2024). A Multi-Robot Task Allocation Method Based on the Synergy of the K-Means++ Algorithm and the Particle Swarm Algorithm. Biomimetics(11), 694-694.YuanYoudong, YangPing, JiangHanbing & ShiTiange. (2024). A Multi-Robot Task Allocation Method Based on the Synergy of the K-Means++ Algorithm and the Particle Swarm Algorithm. Biomimetics(11), 694-694.Search in Google Scholar