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Journal ArticleDOI

Oscillations of centroid position and surface area of soccer teams in small-sided games

TLDR
It is concluded that over the course of a whole small-sided game, the forward-backward motion of the centroids is most strongly linearly related and therefore surface area and particularly centroid position may provide a sound basis for a collective variable that captures the dynamics of attacking and defending in soccer at team level.
Abstract
There is a need for a collective variable that captures the dynamics of team sports like soccer at match level. The centroid positions and surface areas of two soccer teams potentially describe the coordinated flow of attacking and defending in small-sided soccer games at team level. The aim of the present study was to identify an overall game pattern by establishing whether the proposed variables were linearly related between teams over the course of the game. In addition, we tried to identify patterns in the build-up of goals. A positive linear relation and a negative linear relation were hypothesized for the centroid positions and surface areas respectively. Finally, we hypothesized that deviations from these patterns are present in the build-up of goals. Ten young male elite soccer players (mean age 17.3, s=0.7) played three small-sided soccer games (4-a-side) of 8 minutes as part of their regular training routine. An innovative player tracking system, local position measurement (LPM), was us...

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Journal ArticleDOI

Big data and tactical analysis in elite soccer: future challenges and opportunities for sports science

TL;DR: How big data and modern machine learning technologies may help to address issues with respect to tactical analyses in elite soccer and propose a technological stack which aims to introduce big data technologies into elite soccer research is discussed.
Journal ArticleDOI

Current Approaches to Tactical Performance Analyses in Soccer Using Position Data

TL;DR: Three different promising approaches from the perspective of dynamic systems and neural networks in tactical performance analysis revealed inter-player coordination, inter-team and inter-line coordination before critical events, as well as team-team interaction and compactness coefficients.
Journal ArticleDOI

Evolution of World Cup soccer final games 1966-2010: game structure, speed and play patterns.

TL;DR: Increases in soccer ball speed and player density show similarities with other field sports and suggest common evolutionary pressures may be driving play structures, which demonstrate successful coordinated states within team structures are predictable and may have universal causative mechanisms.
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Spatio-Temporal Analysis of Team Sports -- A Survey

TL;DR: This article categorises the research efforts that use spatio-temporal data from team sports as input and involve non-trivial computation in a coherent framework and identifies a number of open research questions.
Journal ArticleDOI

What Performance Analysts Need to Know About Research Trends in Association Football (2012–2016): A Systematic Review

TL;DR: A systematic review of published articles on match analysis in adult male football, identify and organize common research topics, and synthesize the emerging patterns of work between 2012 and 2016 according to the Preferred Reporting Items for Systematic Reviews and Meta-analyses (PRISMA) guidelines are conducted.
References
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Journal ArticleDOI

A theoretical model of phase transitions in human hand movements

TL;DR: A theoretical model, using concepts central to the interdisciplinary field of synergetics and nonlinear oscillator theory, is developed, which reproduces the dramatic change in coordinative pattern observed between the hands.
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Physiology of Soccer: An Update

TL;DR: An update on the physiology of soccer players and referees, and relevant physiological tests is provided, and examples of effective strength- and endurance-training programmes to improve on-field performance are given.
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An efficient algorith for determining the convex hull of a finite planar set

TL;DR: P can be chosen to I&E the centroid oC the triangle formed by X, y and z and Express each si E S in polar coordinates th origin P and 8 = 0 in the direction of zu~ arhitnry fixed half-line L from P.
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Phase transitions and critical behavior in human bimanual coordination

TL;DR: Conditions that give rise to phase shifts among the limbs when an animal changes gait are poorly understood and Coordinated shifts appear to arise because of continuous scaling influences that render the existing mode unstable.
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The use of performance indicators in performance analysis

TL;DR: It is concluded that, to enable a full and objective interpretation of the data from the analysis of a performance, comparisons of data are vital and other normalizations of performance indicators should also be used more widely in conjunction with the accepted forms of data analysis.
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