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

• Main Author: Link, Daniel (Author, http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Wiesbaden : Springer Fachmedien Wiesbaden : Imprint: Springer Vieweg, 2018.
• Edition: 1st ed. 2018.
• Subjects: Artificial intelligence.; Optical data processing.; Applied mathematics.; Engineering mathematics.; Sports sciences.; Artificial Intelligence.; Computer Imaging, Vision, Pattern Recognition and Graphics.; Mathematical and Computational Engineering.; Sport Science .

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 coache...

Table of 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.