Informatization Construction of Music Education in Colleges and Universities under the Integration of Big Data Technology

[1] Федоренко, О., Величко, В., Стьопкін, А., Чорна, А. В., & Соловйов, В. (2019). Informatization of education as a pledge of the existence and development of a modern higher education. Педагогiка вищої та середньої школи: зб. наук. праць, (52), 5-21. Search in Google Scholar

[2] Song, J. (2022, July). Application analysis of big data technology in vocational education informatization. In International Conference on Frontier Computing (pp. 895-900). Singapore: Springer Nature Singapore. Search in Google Scholar

[3] Mikhailova, N., Serikov, V. V., Scherbakova, M., & V Serikov, V. (2017). Teacher professional growth resources in the age of education informatization. European Proceedings of Social and Behavioural Sciences, 28. Search in Google Scholar

[4] Zhang, Y., & Zhang, H. (2022). The Development of Intelligent Education and Teachers’ Professional Informatization Led by an Intelligent Ubiquitous Network. Computational Intelligence and Neuroscience, 2022(1), 3997080. Search in Google Scholar

[5] Zuo, M., Liu, S., & Zhao, Z. (2014). The development and application of regional education informatization in China. In Transforming K-12 classrooms with digital technology (pp. 320-336). IGI Global. Search in Google Scholar

[6] Yu, W., & Su, C. (2017). Analysis on the development of education management and informatization in China. China Adult Education, 90(6), 4. Search in Google Scholar

[7] Li, Y., & Wu, Y. (2021, January). On the Characteristics of Modern Education and the Connotation of Educational Informatization. In 6th Annual International Conference on Social Science and Contemporary Humanity Development (SSCHD 2020) (pp. 244-249). Atlantis Press. Search in Google Scholar

[8] Kameneva, G. A., Romanov, P. Y., Anisimov, A. L., Bondarenko, T. A., A Kameneva, G., Yu Romanov, P., ... & A Bondarenko, T. (2019). Using test technologies in the conditions of informatization of higher education. European Proceedings of Social and Behavioural Sciences, 56. Search in Google Scholar

[9] Wang, D., & Guo, X. (2022). Research on evaluation model of music education informatization system based on machine learning. Scientific Programming, 2022(1), 9658735. Search in Google Scholar

[10] Wang, C. (2023). Exploring Integration Mechanism of Music Instructional Design and Education Informatization. EAI Endorsed Transactions on Scalable Information Systems, 10(6). Search in Google Scholar

[11] Li, H. (2021, August). Design and implementation of music teaching management system based on modern information technology. In 2021 IEEE International Conference on Advances in Electrical Engineering and Computer Applications (AEECA) (pp. 481-484). IEEE. Search in Google Scholar

[12] Ma, R. (2023). Research on the development and measures of Music Education students in the information Age based on TPACK framework. Advances in Education, Humanities and Social Science Research, 6(1), 133-133. Search in Google Scholar

[13] Tang, C. (2024). The Construction and Use of a Higher Education Singing Art Teaching System Combining Digital Multimedia Art and Information Processing Technology. Computer-Aided Design and Applications, 21, 39-43. Search in Google Scholar

[14] Yan, Y., & Zhang, X. (2021, September). Research on the construction of university music teaching cloud platform based on data mining. In 2021 4th International Conference on Information Systems and Computer Aided Education (pp. 311-314). Search in Google Scholar

[15] Khussainova, G., Chsherbotayeva, N., Maimakova, L., Argingazinova, G., & Sagatova, A. (2018). Computer Technologies Usage in Higher Music Education System. European Online Journal of Natural and Social Sciences, 7(2), pp-358. Search in Google Scholar

[16] Ma, H. (2021). Research on the innovation path of public art education in colleges and universities from the perspective of informatization. development, 4, 39-44. Search in Google Scholar

[17] Cheng, H., Zhong, H. Z., & Ben, K. C. (2022). Study on the Application of Digital Information Technology in Music Teaching. Mobile Information Systems, 2022(1), 2816848. Search in Google Scholar

[18] Yu, S. (2023). Research on Music Teaching Model in Colleges under the Background of Digitalization. Educational Administration: Theory and Practice, 29(4), 1341-1350. Search in Google Scholar

[19] Tang, K., & Wang, C. (2023, August). Design and Application of College Music Education Management Platform Under Genetic Algorithm. In EAI International Conference, BigIoT-EDU (pp. 48-58). Cham: Springer Nature Switzerland. Search in Google Scholar

[20] Chen, B. (2021). Research on the construction of college music teaching cloud platform based on data mining technology. Converter, 2021(8), 01-08. Search in Google Scholar

[21] Yi, J. (2021, May). Construction and Application of Teaching Resource Database for Musicology (Normal) Major Based on Information Processing Technology. In 2021 International Conference on Computers, Information Processing and Advanced Education (CIPAE) (pp. 351-355). IEEE. Search in Google Scholar

[22] Yong Luo,Guochang Zhou,Jianping Li & Xiao Xiao. (2018). Study on MOOC scoring algorithm based on Chinese University MOOC learning behavior data. Heliyon(11),e00960. Search in Google Scholar

[23] Xia Pan. (2024). Analysis and Optimization of Learning Behavior of Music Students in Colleges and Universities Based on Big Data. Applied Mathematics and Nonlinear Sciences(1). Search in Google Scholar