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Match Analysis
How to Use Data in Professional Sport
Taschenbuch von Daniel Memmert
Sprache: Englisch

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Beschreibung

Match Analysis 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.

Match Analysis 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.

Über den Autor

Daniel Memmert is Professor and Executive Head of the Institute of Exercise Training and Sport Informatics at the German Sport University Cologne, Germany, with a visiting assistant professorship 2014 at the University of Vienna (Austria). His awarded research is focused on human movement science, sport psychology, and computer science in sports. According to a publicly accessible database of the world's top 100,000 scientists [...] he ranks first in Germany in the field of "Sport Science". He has received more than EUR7 million in external funding from research councils, has an H-index of 51 (i10-Index 149), has authored or co-authored more than 200 peer-reviewed publications, 20 books, and 30 book chapters, and has given more than 100 invited talks, 100 scientific talks on conferences, and more than 200 teaching courses for PE teachers and trainers.

Inhaltsverzeichnis

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

Details
Erscheinungsjahr: 2021
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Seiten: 282
Inhalt: Einband - flex.(Paperback)
ISBN-13: 9780367750930
ISBN-10: 0367750937
Sprache: Englisch
Einband: Kartoniert / Broschiert
Redaktion: Memmert, Daniel
Hersteller: Taylor & Francis Ltd
Maße: 243 x 173 x 17 mm
Von/Mit: Daniel Memmert
Erscheinungsdatum: 15.11.2021
Gewicht: 0,54 kg
preigu-id: 121418157
Über den Autor

Daniel Memmert is Professor and Executive Head of the Institute of Exercise Training and Sport Informatics at the German Sport University Cologne, Germany, with a visiting assistant professorship 2014 at the University of Vienna (Austria). His awarded research is focused on human movement science, sport psychology, and computer science in sports. According to a publicly accessible database of the world's top 100,000 scientists [...] he ranks first in Germany in the field of "Sport Science". He has received more than EUR7 million in external funding from research councils, has an H-index of 51 (i10-Index 149), has authored or co-authored more than 200 peer-reviewed publications, 20 books, and 30 book chapters, and has given more than 100 invited talks, 100 scientific talks on conferences, and more than 200 teaching courses for PE teachers and trainers.

Inhaltsverzeichnis

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

Details
Erscheinungsjahr: 2021
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Seiten: 282
Inhalt: Einband - flex.(Paperback)
ISBN-13: 9780367750930
ISBN-10: 0367750937
Sprache: Englisch
Einband: Kartoniert / Broschiert
Redaktion: Memmert, Daniel
Hersteller: Taylor & Francis Ltd
Maße: 243 x 173 x 17 mm
Von/Mit: Daniel Memmert
Erscheinungsdatum: 15.11.2021
Gewicht: 0,54 kg
preigu-id: 121418157
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