Mapping football tactical behavior and collective dynamics with artificial intelligence: a systematic review

Mapping football tactical behavior and collective dynamics with artificial intelligence: a systematic review

Football, as a dynamic and complex sport, demands an understanding of tactical behaviors to excel in training and competition. Artificial intelligence (AI) has revolutionized the tactical performance analysis in football, offering unprecedented data analytics insights for players, coaches, and analy...

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Bibliographic Details
Main Authors: José E. Teixeira, Eduardo Maio, Pedro Afonso, Samuel Encarnação, Guilherme F. Machado, Ryland Morgans, Tiago M. Barbosa, António M. Monteiro, Pedro Forte, Ricardo Ferraz, Luís Branquinho
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-05-01
Series:Frontiers in Sports and Active Living
Subjects:
performance
tactical analysis
machine learning
neural networks
deep learning
AI
Online Access:https://www.frontiersin.org/articles/10.3389/fspor.2025.1569155/full
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https://www.frontiersin.org/articles/10.3389/fspor.2025.1569155/full

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