Artificial Intelligence in Sport Performance Analysis
暫譯: 運動表現分析中的人工智慧
Araújo, Duarte, Couceiro, Micael, Seifert, Ludovic
- 出版商: Routledge
- 出版日期: 2021-04-21
- 售價: $6,840
- 貴賓價: 9.5 折 $6,498
- 語言: 英文
- 頁數: 196
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 0367254360
- ISBN-13: 9780367254360
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相關分類:
Machine Learning
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相關翻譯:
運動表現分析中的人工智能 (簡中版)
海外代購書籍(需單獨結帳)
相關主題
商品描述
To understand the dynamic patterns of behaviours and interactions between athletes that characterize 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 utilized in team games, such as football, as well as in 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, and sport science, as well as related subjects such as engineering, computer and data science, and statistics.
商品描述(中文翻譯)
要理解運動員之間的行為和互動的動態模式，這些模式特徵化了不同運動中成功的表現，對所有運動從業者來說都是一項重要挑戰。本書指導讀者理解如何實施生態動態框架來利用人工智慧（AI）解釋運動表現和設計練習情境。
通過檢視AI方法在團隊運動（如足球）以及個人運動（如高爾夫和攀岩）中的應用，本書提供了對運動表現的運動學和生理指標的更深入理解，並探討當前最先進的AI方法如何更好地捕捉運動表現。
《運動表現分析中的人工智慧》提供了一個全面的視角，採用創新的方法，為教練、運動分析和運動科學等領域的學術界和實務界提供實用應用，並涵蓋工程、計算機與數據科學以及統計等相關學科。
作者簡介
Duarte Araújo is Associate Professor and Head of CIPER - Interdisciplinary Centre for the Study of Human Performance - and Director of the Laboratory of Expertise in Sport in the Faculty of Human Kinetics at the University of Lisbon, Portugal.
Micael Couceiro is Associate Researcher at the Institute of Systems and Robotics, Coimbra, Portugal. He is also co-founder and CEO of the company Ingeniarius.
Ludovic Seifert is Professor of Motor Control and Learning, Deputy Dean of the CETAPS Lab, and Head of the Sport Performance Analysis and Big Data Master's degree at the Faculty of Sport Sciences, University of Rouen Normandie, France.
Hugo Sarmento is Assistant Professor in the Faculty of Sport Sciences and Physical Education, University of Coimbra, Portugal.
Keith Davids is Professor of Motor Learning in the Sport and Human Performance research group, Sheffield Hallam University, UK.
作者簡介(中文翻譯)
Duarte Araújo 是葡萄牙里斯本大學人類運動學院CIPER（人類表現研究跨學科中心）的副教授及主任，以及運動專業實驗室的主任。
Micael Couceiro 是葡萄牙科英布拉系統與機器人研究所的副研究員。他也是Ingeniarius公司的共同創辦人及執行長。
Ludovic Seifert 是法國魯昂大學運動科學院的運動控制與學習教授，CETAPS實驗室的副院長，以及運動表現分析與大數據碩士學位課程的負責人。
Hugo Sarmento 是葡萄牙科英布拉大學運動科學與體育教育學院的助理教授。
Keith Davids 是英國謝菲爾德哈倫大學運動與人類表現研究小組的運動學習教授。
