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Computational Metrics for Soccer Analysis
ISBN-13:
9783319590295
Veröffentl:
2017
Seiten:
79
Autor:
Filipe Manuel Clemente
Serie:
SpringerBriefs in Applied Sciences and Technology
eBook Typ:
PDF
eBook Format:
EPUB
Kopierschutz:
1 - PDF Watermark
Sprache:
Englisch
Beschreibung:
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.
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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