一种新的团队运动网络分析工具——终极成绩分析工具

Frutuoso G. M. Silva, A. Gomes, Q. T. Nguyen, F. Martins, F. Clemente
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引用次数: 3

摘要

网络分析已被用于对团队运动中队友之间的互动进行分类。然而,据我们所知,目前还没有专门开发的软件或应用程序来导入、计算和导出具体体育案例中的数据。在此基础上,我们打算提出一种新的应用程序来可视化和分析足球中的网络。终极性能分析工具(uPATO)允许观察、编纂、导入、可视化、计算和导出观察游戏的数据。用户可以使用单个应用程序来可视化和分析比赛,只考虑从比赛中出现的网络。在本文中,将有可能观察到可视化和导入数据的步骤,还将描述一些网络措施的发展,以表征非加权和加权图和有向图的中心性和一般属性。最后,来自真实游戏的数据将用于测试所执行的网络措施,并显示可导出和解释的值。
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A new tool for network analysis on team sports the ultimate performance analysis tool
Network analysis has been used to classify the interactions between teammates in team sports. However, no dedicated software or application was specifically developed to import, compute and export data in the specific case of sports, as far as we know. Based on that, we intend to propose a new application to visualize and analyze networks in soccer. The Ultimate Performance Analysis Tool (uPATO) allows observing, codifying, importing, visualizing, computing measures and exporting data from the observed games. The user may use a single application to work in the visualization and analysis of the match only considering the network that emerges from the game. In this paper it will be possible to observe the steps to visualize and import data and it will also be described the development of some network measures to characterize the centralities and general properties of unweighted and weighted graphs and digraphs. Finally, data from a real game will be used to test the network measures implemented and to show the values that can be exported and interpreted.
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