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
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

676179

Informations 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

Auteurs

Florian Martens (F)

Machine Learning Group, Leuphana University of Lüneburg, Lüneburg, Germany.

Uwe Dick (U)

Machine Learning Group, Leuphana University of Lüneburg, Lüneburg, Germany.

Ulf Brefeld (U)

Machine Learning Group, Leuphana University of Lüneburg, Lüneburg, Germany.

Classifications MeSH