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Computational Metrics for Soccer Analysis

Connecting the dots

Autor: Filipe Manuel Clemente, Joao Bernardo Sequeiros, Acacio Correia, Frutuoso G. M Silva, Fernando Manuel Lourenco Martins

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer International Publishing AG

Dostupnosť: Skladom u dodávateľa v malom množstve

Odosielame za 13-18 dní

58.84 €

This book provides an account of the use of computational tactical metrics in improving sports analy...

Informácie o knihe

Autor

Filipe Manuel Clemente, Joao Bernardo Sequeiros, Acacio Correia, Frutuoso G. M Silva, Fernando Manuel Lourenco Martins

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2017

Stránok

EAN

9783319590288

ISBN

9783319590288

Enbook ID

16293088

Vydavateľ

Springer International Publishing AG

Hmotnosť

1591

Rozmery

155 x 235 x 7

Kompletný popis

This book provides an account of the use of computational tactical metrics in improving sports analysis, in particular the use of Global Positioning System (GPS) data in soccer. As well as offering a practical perspective on collective behavioural analysis, it introduces the computational metrics available in the literature that allow readers to identify collective behaviour and patterns of play in team sports. These metrics only require the bio-dimensional geo-referencing information from GPS or video-tracking systems to provide qualitative and quantitative information about the tactical behaviour of players and the inter-relationships between teammates and their opponents. Exercises, experimental cases and algorithms enable readers to fully comprehend how to compute these metrics, as well as introducing them to the ultimate performance analysis tool, which is the basis to run them on. The script to compute the metrics is presented in Python. The book is a valuable resource for professional analysts as well students and researchers in the field of sports analysis wanting to optimise the use of GPS trackers in soccer.

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Computational Metrics for Soccer Analysis

Connecting the dots

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