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Direct linkChunjing Yin – International Journal of Web-Based Learning and Teaching Technologies, 2024
This research designed an improved collaborative filtering algorithm to be responsible for music recommendation tasks in the online music teaching platform. This algorithm integrates the user's social trust into the similarity calculation formula. Then, the algorithm uses behavioral feature data driven by preferences, music tags, and popularity as…
Descriptors: Music Education, Online Courses, Social Influences, Algorithms
Kaiyi Long – International Journal of Web-Based Learning and Teaching Technologies, 2023
The test results show that the fast Fourier process with multiple time superposition and a dimension length of 40 is most beneficial to the accuracy of the model. The loss curve value of the convolutional recurrent network model (CRN) is much lower than the other three models. The music tone recognition model learns better. The accuracy rate value…
Descriptors: Music Education, Music Activities, Singing, Audio Equipment
