Computational Metrics for Soccer Analysis: Connecting the dots (SpringerBriefs in Applied Sciences and Technology)
暫譯: 足球分析的計算指標:連接點滴(應用科學與技術系列)
Filipe Manuel Clemente
- 出版商: Springer
- 出版日期: 2017-10-30
- 售價: $2,610
- 貴賓價: 9.5 折 $2,480
- 語言: 英文
- 頁數: 96
- 裝訂: Paperback
- ISBN: 3319590286
- ISBN-13: 9783319590288
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商品描述
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.
商品描述(中文翻譯)
這本書提供了計算戰術指標在改善運動分析中的應用,特別是全球定位系統(GPS)數據在足球中的使用。除了提供集體行為分析的實用視角外,還介紹了文獻中可用的計算指標,這些指標使讀者能夠識別團隊運動中的集體行為和比賽模式。
這些指標僅需來自GPS或視頻追蹤系統的生物維度地理參考信息,即可提供有關球員戰術行為及隊友與對手之間相互關係的定性和定量信息。練習、實驗案例和算法使讀者能夠充分理解如何計算這些指標,並介紹了最終的表現分析工具,這是運行這些指標的基礎。計算指標的腳本以Python呈現。
這本書對於專業分析師以及希望優化足球中GPS追蹤器使用的學生和研究人員來說,是一個寶貴的資源。