Match analysis : how to use data in professional sport
著者
書誌事項
Match analysis : how to use data in professional sport
Routledge, 2022
- : hbk
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内容説明・目次
内容説明
First book to examine game analysis, modern didactic reflections on learning, and big data in a key topic in science and society today.
Provides understanding on how to use game analysis when applied to different sports and how to use the approach for video, event and positional data.
Presents translational work that has implications for academics, programmers and applied practitioners.
目次
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
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