The role of artificial intelligence in improving the efficiency of piano online learning.

With the development of online education, piano online learning has become popular for its flexibility and convenience, but it lacks personalized instruction and real-time feedback. To solve this problem, this study uses support vector machine model to analyze the learning behavior data of learners and provides personalized learning path and real-time feedback mechanism, in order to improve the efficiency of piano online learning. The results show that AI-assisted system improves learners’ goal achievement rate and skill mastery rate by about 10% on average and effectively reduces the error rate. This study verifies the effectiveness of AI technology in piano online learning, indicating that it has important application value in improving learning efficiency and enhancing learning experience. [ABSTRACT FROM AUTHOR]