Cover Image
Read Now

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...

Full description

Bibliographic Details
Main Authors: Clemente, Filipe Manuel, Sequeiros, João Bernardo (Author), Correia, Acácio F.P.P. (Author), Silva, Frutuoso G. M. (Author)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2018, 2018
Edition:1st ed. 2018
Series:SpringerBriefs in Applied Sciences and Technology
Subjects:
Sports Sciences
Computer Science / Mathematics
Mathematical Applications In Computer Science
Python
Telecommunication
Communications Engineering, Networks
Sport Science
Python (computer Program Language)
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
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

Similar Items