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

More books from Springer International Publishing

Cover of the book The Luxembourg Gutland Landscape by João Bernardo Sequeiros, Filipe Manuel Clemente, Fernando Manuel Lourenço Martins, Frutuoso G. M Silva, Acácio F.P.P. Correia
Cover of the book Uterine Adenomyosis by João Bernardo Sequeiros, Filipe Manuel Clemente, Fernando Manuel Lourenço Martins, Frutuoso G. M Silva, Acácio F.P.P. Correia
Cover of the book Search for the Standard Model Higgs Boson in the H → ZZ → l + l - qq Decay Channel at CMS by João Bernardo Sequeiros, Filipe Manuel Clemente, Fernando Manuel Lourenço Martins, Frutuoso G. M Silva, Acácio F.P.P. Correia
Cover of the book Hospital Wastewaters by João Bernardo Sequeiros, Filipe Manuel Clemente, Fernando Manuel Lourenço Martins, Frutuoso G. M Silva, Acácio F.P.P. Correia
Cover of the book Photoinduced Phenomena in Nucleic Acids II by João Bernardo Sequeiros, Filipe Manuel Clemente, Fernando Manuel Lourenço Martins, Frutuoso G. M Silva, Acácio F.P.P. Correia
Cover of the book Opioid Dependence by João Bernardo Sequeiros, Filipe Manuel Clemente, Fernando Manuel Lourenço Martins, Frutuoso G. M Silva, Acácio F.P.P. Correia
Cover of the book Wireless Mobile Communication and Healthcare by João Bernardo Sequeiros, Filipe Manuel Clemente, Fernando Manuel Lourenço Martins, Frutuoso G. M Silva, Acácio F.P.P. Correia
Cover of the book Rethinking the Individualism-Holism Debate by João Bernardo Sequeiros, Filipe Manuel Clemente, Fernando Manuel Lourenço Martins, Frutuoso G. M Silva, Acácio F.P.P. Correia
Cover of the book Advancing Entrepreneurship in the United Arab Emirates by João Bernardo Sequeiros, Filipe Manuel Clemente, Fernando Manuel Lourenço Martins, Frutuoso G. M Silva, Acácio F.P.P. Correia
Cover of the book Extended Abstracts Spring 2014 by João Bernardo Sequeiros, Filipe Manuel Clemente, Fernando Manuel Lourenço Martins, Frutuoso G. M Silva, Acácio F.P.P. Correia
Cover of the book Visible and Invisible Whiteness by João Bernardo Sequeiros, Filipe Manuel Clemente, Fernando Manuel Lourenço Martins, Frutuoso G. M Silva, Acácio F.P.P. Correia
Cover of the book Complex Networks & Their Applications VI by João Bernardo Sequeiros, Filipe Manuel Clemente, Fernando Manuel Lourenço Martins, Frutuoso G. M Silva, Acácio F.P.P. Correia
Cover of the book Advances in Intelligent Systems and Computing by João Bernardo Sequeiros, Filipe Manuel Clemente, Fernando Manuel Lourenço Martins, Frutuoso G. M Silva, Acácio F.P.P. Correia
Cover of the book Development of Water Resources in India by João Bernardo Sequeiros, Filipe Manuel Clemente, Fernando Manuel Lourenço Martins, Frutuoso G. M Silva, Acácio F.P.P. Correia
Cover of the book Software Engineering Research, Management and Applications by João Bernardo Sequeiros, Filipe Manuel Clemente, Fernando Manuel Lourenço Martins, Frutuoso G. M Silva, Acácio F.P.P. Correia
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy