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Sport rt Data ta Ce Cent nter er Joost N. Kok, Leiden Centre of - PowerPoint PPT Presentation

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Sport rt Data ta Ce Cent nter er Joost N. Kok, Leiden Centre of Data Science Discover r the world at Leiden Univers rsity ty Dut utch ch res esearc earch h age gend nda Value of Sports Performance More people, more

  1. Sport rt Data ta Ce Cent nter er Joost N. Kok, Leiden Centre of Data Science Discover r the world at Leiden Univers rsity ty

  2. Dut utch ch res esearc earch h age gend nda • Value of Sports • Performance • More people, more active, more often Discover r the world at Leiden Univers rsity ty

  3. Why da Wh data ta analytics lytics the ne next step p in n pur ursuit suit of medal dals and nd talent promotion omotion 3 Discover r the world at Leiden Univers rsity ty

  4. Wh Why da data ta analytics lytics? fueli ling recr creati eational al sports orts, , fraud ud dete tection ction and nd reha habi bili litati ation Discover r the world at Leiden Univers rsity ty

  5. A new ew sc scien entific tific approach pproach the unk nknow nown kno nown wn Why now?  More data than ever: physiological, spatial-temporal, image, sensor, etc.  Scientific progress in machine learning/statistics, HCI, etc.  Emerging data management: FAIR, semantic web, integration etc.  Increasing realtime computer power, downsizing of hardware, etc. The prospect of unveiling the “Unknown Known”  Data integration from multiple sources, multi format unstructured data  From single sample and population average to personalized outcome  Pattern recognition, hypothesis setting and predictive modelling  User interaction & context relevant feedback / representation 5 Discover r the world at Leiden Univers rsity ty

  6. Sport ort Dat ata a Cen enter er • Five research lines centered around Sports Data Analytics: 1. Elite Sports 2. Recreational Sports 3. Adaptive Sports & Rehabilitation 4. Sport Policy & Economics 5. Fraud & Risks Discover r the world at Leiden Univers rsity ty

  7. SDC C (S (Sport ort Dat ata a Cen enter) ter) • Data Scientists in core • Surrounded by sport domain knowledge • Data & Sport field labs • Sports data • Open Network Discover r the world at Leiden Univers rsity ty

  8. El Elite ite Sports orts Discover r the world at Leiden Univers rsity ty

  9. Transfer of Knowledge Discover r the world at Leiden Univers rsity ty

  10. Discover r the world at Leiden Univers rsity ty

  11. Discover r the world at Leiden Univers rsity ty

  12. Slides by Ulf Brefeld Discover r the world at Leiden Univers rsity ty

  13. Discover r the world at Leiden Univers rsity ty

  14. Discover r the world at Leiden Univers rsity ty

  15. Data: ta: abo bout ut 2G (2 G (2.00 .000.000.000) 0.000.000) records ords General Mental Year Practitio Dentists Pharmacy Health Fysiotherapy Hospitals ner Care 2009 1.165.353 2010 262.584.340 69.297.896 191.744.461 1.218.992 55.575.780 16.412.981 2011 304.654.670 68.449.999 208.515.505 1.251.854 57.068.264 17.150.880 2012 313.926.643 51.934.447 219.200.187 53.549.109 15.407.850 Totaal 881.165.653 189.682.342 619.460.153 3.636.199 166.193.153 48.971.711 Discover r the world at Leiden Univers rsity ty

  16. Fr Frau aud d an and Ris d Risks ks • 100% Control • Check all data (instead of sampling) • Powerful when different kinds of data are combined (from molecular level to sport evensts Discover r the world at Leiden Univers rsity ty

  17. Scie ienti ntific fic Challenges allenges • Match the ability to gather data by the ability to process it in a safe and meaningful way • Compare, evaluate and integrate different methods from Data Science • Develop standards in techniques and methodology • Use data to gain real life competitive advantage • Challenge existing training methods Discover r the world at Leiden Univers rsity ty

  18. Ma Make ke Da Data ta Science ence me meanin ingful gful to o end-use en users!! rs!! Discover r the world at Leiden Univers rsity ty

  19. Sport ort Dat ata a Cen enter er • Five research lines centered around Sports Data Analytics: 1. Elite Sports 2. Recreational Sports 3. Adaptive Sports & Rehabilitation 4. Sport Policy & Economics 5. Fraud & Risks Discover r the world at Leiden Univers rsity ty

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