Artificial intelligence in sport performance analysis / Duarte Ara©ðjo, Micael Couceiro, Ludovic Seifert, Hugo Sarmento, and Keith Davids.
| Author/creator | Ara©ðjo, Duarte |
| Format | Electronic |
| Publication Info | New York : Routledge, 2020. |
| Description | pages cm |
| Supplemental Content | Full text available from Taylor & Francis eBooks |
| Subjects |
| Other author/creator | Couceiro, Micael. |
| Other author/creator | Seifert, Ludovic. |
| Other author/creator | Sarmento, Hugo. |
| Other author/creator | Davids, K. (Keith), 1953- |
| Contents | Empowering human intelligence: The ecological dynamics approach to big data and artificial intelligence in sport performance preparation -- How is artificial intelligence being used in the sport sciences to analyse and support performance of athletes and teams? -- From reliable sources of big data to capturing sport performance by ecophysical variables -- Computational metrics to inspect the athletic performance -- Artificial intelligence for pattern recognition in sports: Classifying actions and performance signatures -- From classification to prediction -- Technology, artificial intelligence and the future of sport and physical activity. |
| Abstract | "To understand the dynamic patterns of behaviours and interactions between athletes that characterise successful performance in different sports is an important challenge for all sport practitioners. This book guides the reader in understanding how an ecological dynamics framework for use of artificial intelligence (AI) can be implemented to interpret sport performance and the design of practice contexts. By examining how AI methodologies are utilised in team games, such as football, as well as individual sports, such as golf and climbing, this book provides a better understanding of the kinematic and physiological indicators that might better capture athletic performance by looking at the current state-of-the-art AI approaches. Artificial Intelligence in Sport Performance Analysis provides an all-encompassing perspective in an innovative approach that signals practical applications for both academics and practitioners in the fields of coaching, sports analysis, sport science as well as related subjects such as engineering, computer and data science, and statistics"-- Provided by publisher. |
| Bibliography note | Includes bibliographical references and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| LCCN | 2020050451 |
| ISBN | 9780367254360 (Hardback) |
| ISBN | 9780367254377 (Paperback) |
| ISBN | (eBook) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | Access Content Online | ✔ Available |