Analyzing In-Game Movements of Soccer Players at Scale

Preprint English OPEN
Gyarmati, Laszlo; Hefeeda, Mohamed;
  • Subject: Statistics - Applications | Computer Science - Other Computer Science
    acm: ComputingMilieux_PERSONALCOMPUTING

It is challenging to get access to datasets related to the physical performance of soccer players. The teams consider such information highly confidential, especially if it covers in-game performance.Hence, most of the analysis and evaluation of the players' performance... View more
  • References (21)
    21 references, page 1 of 3

    [2] Jens Bangsbo, Lene Nørregaard, and F Thorsoe. Activity profile of competition soccer. Canadian journal of sport sciences= Journal canadien des sciences du sport, 16(2):110-116, 1991.

    [3] Martin Buchheit, Adam Allen, Tsz Kit Poon, Mattia Modonutti, Warren Gregson, and Valter Di Salvo. Integrating different tracking systems in football: multiple camera semi-automatic system, local position measurement and gps technologies. Journal of sports sciences, 32(20): 1844-1857, 2014.

    [4] Catapult. http: // www. catapultsports. com/ benefits/ performance-analysis/ . 2014.

    [5] Jordi Duch, Joshua S Waitzman, and Lu´ıs A Nunes Amaral. Quantifying the performance of individual players in a team activity. PloS one, 5(6):e10937, 2010.

    [6] FIFA. Laws of the Game. 2014.

    [7] FIFA. Approval of Electronic Performance and Tracking System (EPTS) devices. 2015. URL

    [8] GPSports. http: // home. gpsports. com . 2014.

    [9] Laszlo Gyarmati and Xavier Anguera. Automatic extraction of the passing strategies of soccer teams. Proc. ACM KDD Workshop on Large-Scale Sports Analytics, 2015.

    [11] Laszlo Gyarmati, Haewoon Kwak, and Pablo Rodriguez. Searching for a unique style in soccer. In Proc. 2014 KDD Workshop on Large-Scale Sports Analytics, 2014.

    [13] Patrick Lucey, Dean Oliver, Peter Carr, Joe Roth, and Iain Matthews. Assessing team strategy using spatiotemporal data. In Proc. 19th ACM SIGKDD. ACM, 2013.

  • Metrics
    No metrics available
Share - Bookmark