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运用马尔可夫状态转移矩阵分析2018年世界杯前三名球队不同比赛风格对行动区域的影响。

Influence of different playing styles among the top three teams on action zones in the World Cup in 2018 using a Markov state transition matrix.

作者信息

Liu Tianbiao, Zhou Chenye, Shuai Xumei, Zhang Li, Zhou Jingjing, Yang Lang

机构信息

College of Physical Education and Sports Science, Beijing Normal University, Beijing, China.

College of Biological Sciences and Technology, Beijing Forestry University, Beijing, China.

出版信息

Front Psychol. 2022 Nov 18;13:1038733. doi: 10.3389/fpsyg.2022.1038733. eCollection 2022.

Abstract

PURPOSE

In football, attacking has seen evolving for decades and attacking pattern detection is an important topic in this sport. The purpose of this study was to identify the general and threatening attacking patterns of different playing styles in world top football matches, which represented the latest evolvement of soccer attacking.

METHODS

Attacking sequence data of the top three teams from 21 matches in the 2018 World Cup were collected. The three teams were classified into two playing styles according to a previous study, France was a direct-play team, and Croatia and Belgium were possession-play teams. The football field was divided into 12 zones and Markov transition matrix-based zone models were applied to assess the attacking pattern in the 21 matches. Both descriptive analysis and simulative analysis were conducted using this model.

RESULTS

The results revealed that (1) flanker attacks were frequently taken among all three teams, and possession playing teams (Croatia and Belgium) played more often than direct playing teams (France) in their center of the midfield zone and (2) forward passes across/through zones toward the middle of attacking quarter (A1/4) have a positive impact of creating a chance of a goal.

CONCLUSION

Using Markov transition matrix, general and threatening attacking patterns were found. The combination of possession play and counterattack was a new trend that emerged in the 2018 World Cup. These findings can help coaches to develop corresponding strategies when facing opponents of different playing styles.

摘要

目的

在足球运动中,进攻方式数十年来不断演变,进攻模式检测是这项运动中的一个重要课题。本研究的目的是识别世界顶级足球比赛中不同比赛风格的常规和威胁性进攻模式,这些模式代表了足球进攻的最新演变。

方法

收集了2018年世界杯21场比赛中排名前三的球队的进攻序列数据。根据先前的一项研究,这三支球队被分为两种比赛风格,法国队是直接进攻型球队,克罗地亚队和比利时队是控球型球队。足球场被划分为12个区域,并应用基于马尔可夫转移矩阵的区域模型来评估这21场比赛中的进攻模式。使用该模型进行了描述性分析和模拟分析。

结果

结果显示:(1)所有三支球队都频繁采用边锋进攻,控球型球队(克罗地亚队和比利时队)在中场区域的进攻比直接进攻型球队(法国队)更为频繁;(2)向进攻四分位中间区域(A1/4)跨区域或穿过区域的向前传球对创造进球机会有积极影响。

结论

通过马尔可夫转移矩阵,发现了常规和威胁性进攻模式。控球打法与反击的结合是2018年世界杯出现的一种新趋势。这些发现可以帮助教练在面对不同比赛风格的对手时制定相应的策略。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/20d5/9716180/a37ad368c773/fpsyg-13-1038733-g001.jpg

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