Research on the Integration of Personalized Learning Resources for Vocal Music Education in Music Teaching in Colleges and Universities in Digital Environment

Published Online: Sep 26, 2025

Received: Feb 05, 2025

Accepted: May 09, 2025

DOI: https://doi.org/10.2478/amns-2025-1081

Keywords

Knowledge graph, Entity alignment, Learning path recommendation, Vocal education

© 2025 Chen Li, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.