The analysis of artificial intelligence knowledge graphs for online music learning platform under deep learning

Abstract This work proposes a personalized music learning platform model based on deep learning, aiming to provide efficient and customized learning recommendations by integrating audio, video, and user behavior data. This work uses Convolutional Neural Network (CNN) and Long Short-Term Memory (LSTM...

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Bibliographic Details
Main Authors: Shen Jiang, Ningning Shi, Chang Liu
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-01810-9
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