Filipe Manuel Clemente, João Bernardo Sequeiros, Acácio F. P. P. Correia, Frutuoso G. M Silva, Fernando Manuel Lourenço Martins

Computational Metrics for Soccer Analysis (eBook, PDF)

Connecting the dots

• Format: PDF

Produktbeschreibung

Describes the best algorithms to measure collective behavior in soccer and other team sports

Explains how computational metrics based on geo-referencing can be used to identify collective properties of the teams

Clarifies the importance of using the dots to identify patterns

Explores the metrics in experimental cases of soccer

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Produktdetails

• Verlag: Springer International Publishing
• Seitenzahl: 79
• Erscheinungstermin: 20. Oktober 2017
• Englisch
• ISBN-13: 9783319590295
• Artikelnr.: 52938927

Inhaltsangabe

Brief review about computational metrics used in team sports.- How to use the dots to analyze the behavior and the collective organization.- Individual metrics to characterize the player's behavior: variability in the trajectories and external load.- Metrics to measure the center of the team.- Metrics to measure the dispersion of the players.- Metrics to tactical analysis.- The use of computational metrics in case studies: from small-sided games to official 11 vs. 11.

Rezensionen

"I truly believe that the information generated in this way should be highly valuable for soccer coaches, in particular to improve the tactical behavior of a team." (Christian Meyer, SIAM Review, Vol. 61 (4), December, 2019)