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๐Ÿ“

Data Analytics in Professional Soccer: Performance Analysis Based on Spatiotemporal Tracking Data

โœ Scribed by Daniel Link (auth.)

Publisher
Springer Vieweg
Year
2018
Tongue
English
Leaves
130
Edition
1
Category
Library
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โœฆ Synopsis

Daniel Link explores how data analytics can be used for studying performance in soccer. Based on spatiotemporal data from the German Bundesliga, the six individual studies in this book present innovative mathematical approaches for game analysis and player assessment. The findings can support coaches and analysts to improve performance of their athletes and inspire other researchers to advance the research field of sports analytics.

โœฆ Table of Contents

Front Matter ....Pages I-XIII
Introduction (Daniel Link)....Pages 1-7
Individual Ball Possession (Daniel Link)....Pages 9-28
Real Time Quantification of Dangerousity (Daniel Link)....Pages 29-49
A Topography of Free Kicks (Daniel Link)....Pages 51-70
Match Importance Affects Player Activity (Daniel Link)....Pages 71-84
Effect of Ambient Temperature on Pacing Depends on Skill Level (Daniel Link)....Pages 85-92
Vanishing Spray Reduces Extent of Rule Violations (Daniel Link)....Pages 93-103
Prospects (Daniel Link)....Pages 105-106
Back Matter ....Pages 107-123

โœฆ Subjects

Computing Methodologies

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