CAPTURING COMPLEX, NON-LINEAR TEAM BEHAVIOURS DURING COMPETITIVE FOOTBALL PERFORMANCE

来源 :Journal of Systems Science & Complexity | 被引量 : 0次 | 上传用户:k5105320
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This study investigated changes in the complexity(magnitude and structure of variability)of the collective behaviours of association football teams during competitive performance.Raw positional data from an entire competitive match between two professional teams were obtained with the ProZone~(?) tracking system.Five compound positional variables were used to investigate the collective patterns of performance of each team including:surface area,stretch index,team length,team width,and geometrical centre.Analyses involve the coefficient of variation(%CV) and approximate entropy(ApEn),as well as the linear association between both parameters.Collective measures successfully captured the idiosyncratic behaviours of each team and their variations across the six time periods of the match.Key events such as goals scored and game breaks(such as half time and full time) seemed to influence the collective patterns of performance.While ApEn values significantly decreased during each half,the%CV increased.Teams seem to become more regular and predictable,but with increased magnitudes of variation in their organisational shape over the natural course of a match. This study analyzed changes in the complexity (magnitude and structure of variability) of the collective behaviors of association football teams during competitive performance. Rank data from an entire competitive match between two professional teams were obtained with the ProZone® tracking system. Five compound positional variables were used to investigate the collective patterns of performance of each team including: surface area, stretch index, team length, team width, and geometrical center .Analyses involve the coefficient of variation (% CV) and approximate entropy (ApEn) , as well as the linear association between both parameters. Collective measures successfully captured the idiosyncratic behaviors of each team and their variations across the six time periods of the match. Key events such as goals scored and game breaks (such as half time and full time ) significantly to influence the collective patterns of performance. Whilst ApEn values ​​significantly decreased during each half, the% CV increased.Teams seem to become more regular and predictable, but with increased magnitudes of variation in their organisational shape over the natural course of a match.
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