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Computational Metrics for Soccer Analysis

Connecting the dots

Filipe Manuel Clemente João Bernardo Sequeiros Acácio F.P.P. Correia Frutuoso G. M Silva

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Paperback

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English
Springer International Publishing AG
30 October 2017
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. 
By:   , , , ,
Imprint:   Springer International Publishing AG
Country of Publication:   Switzerland
Edition:   1st ed. 2018
Dimensions:   Height: 235mm,  Width: 155mm, 
Weight:   1.591kg
ISBN:   9783319590288
ISBN 10:   3319590286
Series:   SpringerBriefs in Applied Sciences and Technology
Pages:   79
Publication Date:  
Audience:   College/higher education ,  Professional and scholarly ,  A / AS level ,  Further / Higher Education
Format:   Paperback
Publisher's Status:   Active

Reviews for Computational Metrics for Soccer Analysis: Connecting the dots

“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)


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