球队球员传球的均匀分布对足协比赛射门次数的预测——以10场比赛为例

IF 0.6 4区 心理学 Q4 PSYCHOLOGY, MATHEMATICAL Nonlinear Dynamics Psychology and Life Sciences Pub Date : 2020-07-01
Jose Gama, Goncalo Dias, Pedro Passos, Micael Couceiro, Keith Davids
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引用次数: 0

摘要

本文通过一个案例研究,旨在建立协会足球团体运动中队员传球分布的同质性与进球次数之间的关系。我们观察了2010/2011赛季葡萄牙联赛中10场竞技足球比赛的数据,涉及10支不同水平的职业足球队。使用比赛分析软件Amisco分析比赛数据。采用香农熵度量来量化每个球队内部传球分布的均匀性。结果表明,在研究的竞争性比赛样本中,传球分布的同质性增加与进球企图之间存在一种模式。均匀分布的传球可以适度预测(大约45%的准确率),当一个进球尝试将发生在熵评估的下一分钟内。
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Homogeneous Distribution of Passing between Players of a Team Predicts Attempts to Shoot at Goal in Association Football: A Case Study with 10 Matches.

This paper presents a case study which aims to establish a relationship between the homogeneity of passing distribution between players of a team and goal attempts in the team sport of association football. We observed data from 10 competitive football matches, involving 10 different professional football teams of different performance levels, competing in the Portuguese League during the 2010/2011 season. Performance data were analysed using the Match Analysis Software Amisco. Shannon's entropy measure was used to quantify the homogeneity of passing distribution within each team. Results suggested the existence of a pattern between an increase in the homogeneity of passing distributions and the attempts to scoring goals in the sample of competitive matches studied. A homogeneous distribution of passes can moderately predict (approximately 45% of accuracy) when a goal attempt will occur within the following minute of an entropy assessment.

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CiteScore
1.40
自引率
11.10%
发文量
26
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