Machine learning-based analysis of defensive strategies in basketball using player movement data

Abstract The analysis of basketball strategies has traditionally relied on manual observation and limited data. As tracking technology progresses, there is potential for applying Artificial Intelligence specifically to strategy, delivering insights into defensive techniques to the teams. This resear...

Full description

Bibliographic Details

Published in:	Scientific Reports
Main Author:	Jianlong Li
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-04-01
Subjects:	Basketball analytics Defensive strategy classification Player tracking data Machine learning in sports SportVU data
Online Access:	https://doi.org/10.1038/s41598-025-98877-1