Daniel Memmert, Dominik Raabe

Data Analytics in Football

Positional Data Collection, Modelling and Analysis

• Gebundenes Buch

Produktbeschreibung

Data Analytics in Football provides students, researchers and coaches with a firm grounding in the principles of modern performance analysis. It offers an insight into the use of positional data, exploring how it can be collected, modelled, analysed and interpreted.

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Produktdetails

• Verlag: Routledge
• 2. Auflage
• Seitenzahl: 178
• Erscheinungstermin: 22. Dezember 2023
• Englisch
• Abmessung: 250mm x 175mm x 14mm
• Gewicht: 499g
• ISBN-13: 9781032532493
• ISBN-10: 1032532491
• Artikelnr.: 69030402

Autorenporträt

Daniel Memmert is Professor and Executive Head of the Institute of Exercise Training and and Sports Informatics at the German Sport University Cologne, Germany. His scientific work focuses on movement science, sports psychology, and computer science in sports. The institute cooperates with various Bundesliga football teams and DAX companies, and it has organized the first international master's degree course in match analysis and the certificate "Technical Sports Director of Youth Performance Soccer and Amateur Soccer". Dominik Raabe is Ph.D. student at the German Sport University Cologne, Germany. He holds a Bachelor of Science degree in Cognitive Science from the University of Osnabrück, Germany, and a Master of Science degree in Scientific Computing from the Technical University of Berlin, Germany. He is consulting elite level sports organizations around the globe.

Inhaltsangabe

1. Where Is the Revolution?
2. A Historical Perspective on Positional Data
3. Technological Background
4. Collecting Data in the Bundesliga
5. In Search of the Holy Grail
6. Betting and Sports Analytics
7. Match Intensity
8. From Media to Storytelling
9. Key Properties of Long-Term Success in Football
10. The Key to Success
11. Reasons For Dominance
12. FCB Versus FCB
13. Home Advantage
14. Managerial Influence
15. All on Attack
16. Laws of a Derby
17. Women Vs. Men - Draw in Tactical Performance
18. Experimental Tactics Research
19. Positional Data Meet Sport Psychology
20. Summary

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Preface by Hansi Flick, Preface by Ralf Rangnick, Acknowledgements, 1. Where is the Revolution?, 2. A Historical Perspective on Positional Data, 3. Technological Background, 4. Collecting Data in the Bundesliga, 5. In Search of the Holy Grail, 6. Betting and Sports Analytics, 7. Where Are They Running?, 8. From Media to Storytelling, 9. Key Properties of Long-Term Success in Football, 10. The Key to Success, 11. Reasons for Dominance, 12. FCB Versus FCB, 13. The Myth of Home Advantage, 14. Managerial Influence, 15. All on Attack, 16. Laws of a Derby, 17. Who is Nominated for the FIFA World Cup 2018?, 18. Conclusion, Index