Analysis and Optimization of Learning Behavior of Music Students in Colleges and Universities Based on Big Data

[1] Wei, J., Karuppiah, M., & Prathik, A. (2022). College music education and teaching based on AI techniques. Computers and Electrical Engineering, 100, 107851. Search in Google Scholar

[2] Blake, J. N. (2018). Distance learning music education. Journal of Online Higher Education, 2(3), 1-23. Search in Google Scholar

[3] Moore, R. D. (Ed.). (2017). College music curricula for a new century. Oxford University Press. Search in Google Scholar

[4] Powell, B., Hewitt, D., Smith, G. D., Olesko, B., & Davis, V. (2020). Curricular change in collegiate programs: Toward a more inclusive music education. Visions of Research in Music Education, 35(1), 16. Search in Google Scholar

[5] Li, J. (2019). The inheritance form of Chinese traditional music under college music education system. Educational Research and Reviews, 1(2), 6-9. Search in Google Scholar

[6] Hart Jr, J. T. (2019). The status of music education conducting curricula, practices, and values. Journal of Music Teacher Education, 28(2), 13-27. Search in Google Scholar

[7] Gooding, L. F., & Springer, D. G. (2020). Music therapy knowledge and interest: A survey of music education majors. Journal of Music Therapy, 57(4), 455-474. Search in Google Scholar

[8] Edgar, S. N. (2018). Attracting the next generation of music educators: A case study of music education institutional recruiting practices. Contributions to Music Education, 43, 19-38. Search in Google Scholar

[9] McKoy, C. L., & Lind, V. R. (2022). Culturally responsive teaching in music education: From understanding to application. Routledge. Search in Google Scholar

[10] Jääskeläinen, T. (2023). “Music is my life”: Examining the connections between music students’ workload experiences in higher education and meaningful engagement in music. Research Studies in Music Education, 45(2), 260-278. Search in Google Scholar

[11] Araújo, L. S., Wasley, D., Perkins, R., Atkins, L., Redding, E., Ginsborg, J., & Williamon, A. (2017). Fit to perform: an investigation of higher education music students’ perceptions, attitudes, and behaviors toward health. Frontiers in Psychology, 8, 285375. Search in Google Scholar

[12] Colwell, R. (2017). Assessment’s potential in music education. In Critical essays in music education (pp. 371-402). Routledge. Search in Google Scholar

[13] Holochwost, S. J., Propper, C. B., Wolf, D. P., Willoughby, M. T., Fisher, K. R., Kolacz, J., ... & Jaffee, S. R. (2017). Music education, academic achievement, and executive functions. Psychology of Aesthetics, Creativity, and the Arts, 11(2), 147. Search in Google Scholar

[14] Asmus, E. P. (2021). Motivation in music teaching and learning. Visions of Research in Music Education, 16(5), 31. Search in Google Scholar

[15] Montgomery, A. P., Mousavi, A., Carbonaro, M., Hayward, D. V., & Dunn, W. (2019). Using learning analytics to explore self‐regulated learning in flipped blended learning music teacher education. British Journal of Educational Technology, 50(1), 114-127. Search in Google Scholar

[16] Cantabella, M., Martínez-España, R., Ayuso, B., Yáñez, J. A., & Muñoz, A. (2019). Analysis of student behavior in learning management systems through a Big Data framework. Future Generation Computer Systems, 90, 262-272. Search in Google Scholar