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    Computational Metrics for Soccer Analysis

Computational Metrics for Soccer Analysis

Filipe Manuel Clemente
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      This book provides an account of the use of computational tactical metrics in improving sports analysis, in particular the use of Global Positioning System (GPS) data in soccer. As well as offering a practical perspective on collective behavioural analysis, it introduces the computational metrics available in the literature that allow readers to identify collective behaviour and patterns of play in team sports. These metrics only require the bio-dimensional geo-referencing information from GPS or video-tracking systems to provide qualitative and quantitative information about the tactical behaviour of players and the inter-relationships between teammates and their opponents. Exercises, experimental cases and algorithms enable readers to fully comprehend how to compute these metrics, as well as introducing them to the ultimate performance analysis tool, which is the basis to run them on. The script to compute the metrics is presented in Python.  The book is a valuable resource for professional analysts as well students and researchers in the field of sports analysis wanting to optimise the use of GPS trackers in soccer. 
      Format: Paperback / softback CONTRIBUTORS: Filipe Manuel Clemente EAN: 9783319590288 COUNTRY: Switzerland PAGES: WEIGHT: 1591 g HEIGHT: 235 cm
      PUBLISHED BY: Springer International Publishing AG DATE PUBLISHED: 2017-10-30 CITY: GENRE: COMPUTERS / Languages / Python, MATHEMATICS / Applied, SPORTS & RECREATION / General, TECHNOLOGY & ENGINEERING / Telecommunications WIDTH: 155 cm SPINE:

      Book Themes:

      Data science and analysis: general, Geographical information systems, geodata and remote sensing, Sports training and coaching, Association football (Soccer), Data capture and analysis

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      This book provides an account of the use of computational tactical metrics in improving sports analysis, in particular the use of Global Positioning System (GPS) data in soccer. As well as offering a practical perspective on collective behavioural analysis, it introduces the computational metrics available in the literature that allow readers to identify collective behaviour and patterns of play in team sports. These metrics only require the bio-dimensional geo-referencing information from GPS or video-tracking systems to provide qualitative and quantitative information about the tactical behaviour of players and the inter-relationships between teammates and their opponents. Exercises, experimental cases and algorithms enable readers to fully comprehend how to compute these metrics, as well as introducing them to the ultimate performance analysis tool, which is the basis to run them on. The script to compute the metrics is presented in Python.  The book is a valuable resource for professional analysts as well students and researchers in the field of sports analysis wanting to optimise the use of GPS trackers in soccer. 
      Format: Paperback / softback CONTRIBUTORS: Filipe Manuel Clemente EAN: 9783319590288 COUNTRY: Switzerland PAGES: WEIGHT: 1591 g HEIGHT: 235 cm
      PUBLISHED BY: Springer International Publishing AG DATE PUBLISHED: 2017-10-30 CITY: GENRE: COMPUTERS / Languages / Python, MATHEMATICS / Applied, SPORTS & RECREATION / General, TECHNOLOGY & ENGINEERING / Telecommunications WIDTH: 155 cm SPINE:

      Book Themes:

      Data science and analysis: general, Geographical information systems, geodata and remote sensing, Sports training and coaching, Association football (Soccer), Data capture and analysis

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