The use of artificial intelligence-based Siamese neural network in personalized guidance for sports dance teaching

Abstract This work aims to explore an accurate and effective method for recognizing dance movement features, providing precise personalized guidance for sports dance teaching. First, a human skeletal graph is constructed. A graph convolutional network (GCN) is employed to extract features from the n...

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Bibliographic Details

Published in:	Scientific Reports
Main Authors:	Yi Xie, Yao Yan, Yuwei Li
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-04-01
Subjects:	Artificial intelligence Siamese neural network Sports dance teaching Personalized guidance
Online Access:	https://doi.org/10.1038/s41598-025-96462-0