Full Description
Match analysis is a performance-diagnostic procedure, which can be used to carry out systematic gaming analysis during competition and training. The analysis of team and racket sports, whether in competition, for opponent preparation (match plan), follow-up, or training is nowadays indispensable in many sports games at different levels.
This analysis nevertheless presents many open questions and problem areas: Which data should be used? Who manages the data? Who provides whom with which information? How is this information presented, digested, and applied? The more complex and anonymous the data management is, the more commercial, expensive, and uncontrollable information management and provision becomes.
Match Analysis: How to Use Data in Professional Sport is the first book to examine this topic through three types of data sets; video, event, and position data and show how to interpret this data and apply the findings for better team and individual sport performance.
This innovative new volume is key reading for researchers, students, and practitioners alike in the fields of Coaching, Performance Analysis, Sport Management, and related specific sport disciplines.
Contents
1. Match Analysis in 2020
2. History of Match Analysis
3. Match Analysis in Practice: Football
4. Match Analysis in Practice: Beach Volleyball
Part 1: Match Analysis on the Basis of Video Data
5. Match Analysis in American Football
6. Match Analysis in Basketball
7. Match Analysis in Cricket
8. Match Analysis in Field Hockey
9. Opponent Analysis in Football
10. Visual Exploratory Scanning in Football
11. Match Analysis in Ice Hockey
12. Match Analysis in Rugby
13. Match Analysis in Squash
14. Match Analysis in Table Tennis
15. Match Analysis in Team Handball
16. Match Analysis in Tennis
17. Match Analysis in Volleyball
Part 2: Match Analysis on the Basis of Event Data
18. KPIs
19. Scouting
20. Normalizing Kpi's Based on Possession
Part 3: Match Analysis on the Basis of Position Data
21. Model-Based Performance Analysis in Football
22. Tactical KPIs in Football
23. Physiological KPIs
24. KPI: Collective Behavior in Football
25. Applying Machine Learning in Football: The Identification of Counterpressing in Football
26. KPI in the German Bundesliga
27. Communication of Match Analysis
28. Limits of Match Analysis
29. Match Analysis in 2030
