The use of computers in the sport and exercise sciences is now unquestioned. They are employed in the functioning of laboratory facilities, data collection, data handling and prediction of forthcoming outcomes. Recent advances are strongly affected by current developments in computer science and technology. In particular, progress in hardware (processor speed, storage capacity, communication technology), software (tools), information management concepts (data bases, data mining) and media (internet, eLearning, multimedia) gives a great impetus.This book, written by leading experts in the interdisciplinary field of sport and computer science, provides an overview on current fields of research and application covering fields such as virtual reality, ubiquitous computing, feedback systems and multimedia.
As the analysis of big datasets in sports performance becomes a more entrenched part of the sporting landscape, so the value of sport scientists and analysts with formal training in data analytics grows. Sports Analytics: Analysis, Visualisation and Decision Making in Sports Performance provides the most authoritative and comprehensive guide to the use of analytics in sport and its application in sports performance, coaching, talent identification and sports medicine available. Employing an approach-based structure and integrating problem-based learning throughout the text, the book clearly defines the difference between analytics and analysis and goes on to explain and illustrate methods including: Interactive visualisation Simulation and modelling Geospatial data analysis Spatiotemporal analysis Machine learning Genomic data analysis Social network analysis Offering a mixed-methods case study chapter, no other book offers the same level of scientific grounding or practical application in sports data analytics. Sports Analytics is essential reading for all students of sports analytics, and useful supplementary reading for students and professionals in talent identification and development, sports performance analysis, sports medicine and applied computer science.
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