Computational Metrics for Soccer Analysis Connecting the dots /

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 av...

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Bibliographic Details
Main Authors: Clemente, Filipe Manuel (Author), Sequeiros, João Bernardo (Author), Correia, Acácio F.P.P (Author), Silva, Frutuoso G. M. (Author), Martins, Fernando Manuel Lourenço (Author)
Corporate Author: SpringerLink (Online service)
Format: e-Book
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2018.
Edition:1st ed. 2018.
Series:SpringerBriefs in Applied Sciences and Technology,
Subjects:
Telecommunication.
Sports sciences.
Computer science > Mathematics.
Python (Computer program language).
Communications Engineering, Networks.
Sport Science.
Mathematical Applications in Computer Science.
Python.
Online Access:Full-text access
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Table of Contents:
  • Brief review about computational metrics used in team sports
  • How to use the dots to analyze the behavior and the collective organization
  • Individual metrics to characterize the player's behavior: variability in the trajectories and external load
  • Metrics to measure the center of the team
  • Metrics to measure the dispersion of the players
  • Metrics to tactical analysis
  • The use of computational metrics in case studies: from small-sided games to official 11 vs. 11.

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