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Sports Analytics London 2013
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Analytics and the Olympics: the development of performance analysis systems for elite sport Prof Steve Haake
Staff
PhD students
Masters students
UK Sport Innovation Partnership
UK Sport Innovation Partnership
• 2008-2012 and 2012-2016 • Any technologies that improve performance • Equipment and enabling technologies • Embedded technologies • Projects allocated as we go
• Value for money • Ability to affect medals
Skeleton bobsled
Skeleton bobsled
Skeleton bobsled
Skeleton bobsled
Skeleton bobsled
Performance analysis: analysis or analytics?
Anecdote Analysis Analytics
Inspection Statistics Multivariate
100 106 1018 103 109 Data
Methods
Communication
Machine learning
Verbal Video Simple data
Video Simple data
Graph(s)
Video Simple data
Graphs Dashboard
UK Sport Innovation Partnership
• How do you know you make a difference?
100-m: What affects performance?
Average of the top-25 performances
Pole vault: what affects performance?
Average of the top-25 performances
Post-war performances
Haake (2009) The impact of technology on sporting performance in Olympic sports, JSS, 27 (13) 1421-1431
What affects performance?
What affects performance?
Performance improvement: key principles
• What data do we have? • Is it validated? • What is our understanding? • How will we feed it back? • How will we change behaviour?
Technical performance analysis systems: What we want to do…
• Record data and video • Store it • Retrieve it • Analyse it • Feed it back, change behaviour & improve performance
Visualization and feedback How we want it…
• In situ • Immediately and visually • Automatically with high resolution • With the ability to annotate • Distributed automatically to athletes and coaches • Low cost (or no cost) • Now (or last week)
Technical performance analysis systems
Off the shelf systems
Diving
Measurement – in the field
iDive
Visualization and feedback
Race analysis system “Nemo”
Race analysis system “Nemo”
• Video race analysis • 1.2 million data entries • 47,000 swims • 2,500 swimmers • 60 tournaments
iGymnastics
Boxing – video capture and replay
Boxing – video capture and replay
iBoxer
iBoxer
iBoxer
iBoxer Database
iBoxer Hitcounter
iTaekwondo
iThor
iThor
iCurl
Support for London 2012
Performance improvement: analysis or analytics?
100 106 1018 103 109 Data
Concluding remarks • Know what your questions are • Validate your data – understand errors • Use analysis &/or analytics to provide feedback • Start simply and learn as you go