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Computational metrics for soccer analysis : connecting the dots

Author: Filipe Manuel Clemente; João Bernardo Sequeiros; Acácio F P P Correia; Frutuoso G M Silva; Fernando Manuel Lourenço Martins
Publisher: Cham, Switzerland : Springer, [2018] ©2018
Series: SpringerBriefs in applied sciences and technology.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
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.  Read more...
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Genre/Form: Electronic books
Electronic book
Additional Physical Format: Printed edition:
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Filipe Manuel Clemente; João Bernardo Sequeiros; Acácio F P P Correia; Frutuoso G M Silva; Fernando Manuel Lourenço Martins
ISBN: 9783319590295 3319590294 3319590286 9783319590288
OCLC Number: 1007520989
Description: 1 online resource : color illustrations.
Series Title: SpringerBriefs in applied sciences and technology.
Responsibility: Filipe Manuel Clemente, João Bernardo Sequeiros, Acácio F.P.P. Correia, Frutuoso G.M. Silva, Fernando Manuel Lourenço Martins.

Abstract:

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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