Computational Metrics for Soccer Analysis

Connecting the dots

Nonfiction, Science & Nature, Technology, Telecommunications, Sports
Cover of the book Computational Metrics for Soccer Analysis by João Bernardo Sequeiros, Filipe Manuel Clemente, Fernando Manuel Lourenço Martins, Frutuoso G. M Silva, Acácio F.P.P. Correia, Springer International Publishing
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Author: João Bernardo Sequeiros, Filipe Manuel Clemente, Fernando Manuel Lourenço Martins, Frutuoso G. M Silva, Acácio F.P.P. Correia ISBN: 9783319590295
Publisher: Springer International Publishing Publication: October 20, 2017
Imprint: Springer Language: English
Author: João Bernardo Sequeiros, Filipe Manuel Clemente, Fernando Manuel Lourenço Martins, Frutuoso G. M Silva, Acácio F.P.P. Correia
ISBN: 9783319590295
Publisher: Springer International Publishing
Publication: October 20, 2017
Imprint: Springer
Language: English

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. 

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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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