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Evaluating the effectiveness of different network flow motifs in association football
Journal of Quantitative Analysis in Sports Pub Date : 2020-08-08 , DOI: 10.1515/jqas-2019-0097
Else Marie Håland 1 , Astrid Salte Wiig 1 , Lars Magnus Hvattum 2 , Magnus Stålhane 1
Affiliation  

Abstract In association football, a network flow motif describes how distinct players from a team are involved in a passing sequence. The flow motif encodes whether the same players appear several times in a passing sequence, and in which order the players make passes. This information has previously been used to classify the passing style of different teams. In this work, flow motifs are analyzed in terms of their effectiveness in terms of generating shots. Data from four seasons of the Norwegian top division are analyzed, using flow motifs representing subsequences of three passes. The analysis is performed with a generalized additive model (GAM), with a range of explanatory variables included. Findings include that motifs with fewer distinct players are less effective, and that motifs are more likely to lead to shots if the passes in the motif utilize a bigger area of the pitch.

中文翻译:

评估足球比赛中不同网络流动机的有效性

摘要在协会足球比赛中,网络流动的主题描述了与球队不同的球员如何参与传球序列。流动图案编码相同的球员是否在传球顺序中出现几次,以及球员按哪个顺序传球。以前,此信息已用于对不同团队的传球风格进行分类。在这项工作中,根据生成镜头的效果分析了流动图案。使用代表三个通道的子序列的流动图案分析了来自挪威顶级师四个季节的数据。使用广义加性模型(GAM)进行分析,其中包括一系列解释变量。研究发现,具有较少不同角色的图案效果较差,
更新日期:2020-08-08
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