Publication: Un enfoque usando los métodos de network para caracterizar las interacciones entre los jugadores: análisis de un juego
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Date
2014
Authors
Clemente, Filipe Manuel ; Lourenço Martins, Fernando Manuel ; Santos Couceiro, Micael ; Sousa Mendes, Rui ; Figueiredo, António José
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Publisher
Universidad de Murcia
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DOI
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info:eu-repo/semantics/article
Description
Abstract
The aim of this case study was to apply a set of network metrics in
order to characterize the teammates’ cooperation in a football team. These
metrics were applied in three levels of analysis: i) micro (individual analysis);
ii) meso (players’ contribution for the team); and iii) macro (global interaction
of the team). One-single case study match was observed and from
such procedure were analysed 131 attacking plays. Results from the macro
analysis showed a moderate heterogeneity between teammates, thus suggesting
the emergence of clusters within the team. The players with highest
connections with their teammates were the right defender, central defender
from the left side, defensive midfielder, right midfielder and the forward
player. Finally, in the micro analysis was observed that right defender, central
defender, right midfielder and the forward can be considered the centroid
players during attacking plays, thus being the most prominent in the
attacking building. In sum, the network metrics allowed to characterize the
teammates’ interaction during the attacking plays, providing an important
and different information that can be useful for the future of match analysis.
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