Data Analytics in Professional Soccer (PDF)
Performance Analysis Based on Spatiotemporal Tracking Data
(Sprache: Englisch)
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...
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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.
Contents
- Individual Ball Possession in Soccer
- Real Time Quantification of Dangerousity
- A Topography of Free Kicks
- Match Importance Affects Activity
- Effect of Ambient Temperature on Pacing Depends on Skill Level
- Vanishing Spray Reduces Extent of Rule Violations
Target Groups
- Lecturers and students of sports science, data analytics, computer science
- Experts in sports data, bookmakers, mediacompanies, sports reporting, coaches and sports analysts
The Author
Dr. Daniel Link has been a lecturer and researcher at the Department of Sports and Health Sciences at the Technical University of Munich (TUM) since 2010. His research focuses on performance analysis in team sports, including technological aspects of data acquisition as well as the modeling of phenomena in sports. He supports top level teams and sport federations in implementing new approaches in match analysis.
Autoren-Porträt von Daniel Link
Dr. Daniel Link has been a lecturer and researcher at the Department of Sports and Health Sciences at the Technical University of Munich (TUM) since 2010. His research focuses on performance analysis in team sports, including technological aspects of data acquisition as well as the modeling of phenomena in sports. He supports top level teams and sport federations in implementing new approaches in match analysis.
Bibliographische Angaben
- Autor: Daniel Link
- 2018, 1st ed. 2018, 123 Seiten, Englisch
- Verlag: Gabler, Betriebswirt.-Vlg
- ISBN-10: 3658211776
- ISBN-13: 9783658211776
- Erscheinungsdatum: 16.02.2018
Abhängig von Bildschirmgrösse und eingestellter Schriftgrösse kann die Seitenzahl auf Ihrem Lesegerät variieren.
eBook Informationen
- Dateiformat: PDF
- Grösse: 3.69 MB
- Ohne Kopierschutz
- Vorlesefunktion
Sprache:
Englisch
Pressezitat
“Link (Technical Univ. of Munich) has compiled an interesting collection of sports analytics studies on professional soccer data. … A valuable addition to collections on sports science, data analytics, and computer science; sports data experts, coaches, and experts will find interesting and practical insights here. Summing Up: Recommended. Graduate students, researchers, and professionals.” (C. Tappert, Choice, Vol. 56 (2), October, 2018)
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