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Computational Metrics for Soccer Analysis by Filipe Manuel Clemente
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Computational Metrics for Soccer Analysis

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Description

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. 
Release date Australia
October 30th, 2017
Audiences
  • Postgraduate, Research & Scholarly
  • Professional & Vocational
  • Undergraduate
Edition
1st ed. 2018
Illustrations
21 Illustrations, color; 6 Illustrations, black and white; XIII, 79 p. 27 illus., 21 illus. in color.
Pages
79
ISBN-13
9783319590288
Product ID
26807124

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