Data Analytics in Professional Soccer

Performance Analysis Based on Spatiotemporal Tracking Data

AvDaniel Link

Häftad, Engelska, 2018

940 kr

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2018-02-26
Mått:148 x 210 x undefined mm
Format:Häftad
Språk:Engelska
Antal sidor:123
Förlag:Springer Fachmedien Wiesbaden
ISBN:9783658211769

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Mer om författaren

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.

Recensioner i media

“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)

Innehållsförteckning

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.

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Juan Pablo Sutherland, Gina Saraceni, Luis Perez-Oramas, Sophia Blea Nunez, Graciela Montaldo, Thomas Matusiak, Sylvia Molloy, Andres Mendieta, Denilson Lopes, Daniel Link, Carlos G. Halaburda, Javier Guerrero, Licia Fiol-Matta, Cecilia Fajardo-Hill, Diamela Eltit, Gabriela Cabezon Camara, Nathalie Bouzaglo, Cesar Braga-Pinto, B. Christine Arce, Javier Guerrero, Nathalie Bouzaglo