Space and Control in Soccer.
motion model
movement model
pitch control
soccer (football)
soccer analytics
Journal
Frontiers in sports and active living
ISSN: 2624-9367
Titre abrégé: Front Sports Act Living
Pays: Switzerland
ID NLM: 101765780
Informations de publication
Date de publication:
2021
2021
Historique:
received:
04
03
2021
accepted:
26
05
2021
entrez:
2
8
2021
pubmed:
3
8
2021
medline:
3
8
2021
Statut:
epublish
Résumé
In many team sports, the ability to control and generate space in dangerous areas on the pitch is crucial for the success of a team. This holds, in particular, for soccer. In this study, we revisit ideas from Fernandez and Bornn (2018) who introduced interesting space-related quantities including pitch control (PC) and pitch value. We identify influence of the player on the pitch with the movements of the player and turn their concepts into data-driven quantities that give rise to a variety of different applications. Furthermore, we devise a novel space generation measure to visualize the strategies of the team and player. We provide empirical evidence for the usefulness of our contribution and showcase our approach in the context of game analyses.
Identifiants
pubmed: 34337401
doi: 10.3389/fspor.2021.676179
pmc: PMC8322620
doi:
Types de publication
Journal Article
Langues
eng
Pagination
676179Informations de copyright
Copyright © 2021 Martens, Dick and Brefeld.
Déclaration de conflit d'intérêts
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Références
PLoS One. 2016 Dec 30;11(12):e0168768
pubmed: 28036407
Big Data. 2019 Mar;7(1):71-82
pubmed: 30672712