Valuing Passes in Actions Leading to the Third Zone on the Pitch with Machine Learning Methods
Ładowanie...
Data
2023
Tytuł czasopisma
ISSN czasopisma
Tytuł tomu
Wydawca
Wydawnictwo Politechniki Łódzkiej
Lodz University of Technology Press
Lodz University of Technology Press
Abstrakt
In football, the ability to make accurate and effective passes to
the third zone of the pitch is a key aspect of a team’s success. Evaluating
these passes can provide valuable information about a team’s performance
and help coaches and analysts make informed decisions about their tactics
and strategies. In this article, we will explore the possibility of using artificial
intelligence methods to score passes to the third zone on the field, in
comparison to traditional metrics.
Opis
Słowa kluczowe
football analytics, player performance, pass values, analityka piłkarska, wydajność gracza, występ gracza, wartość podań, skuteczność podań
Cytowanie
Tylka M., Wałęsa S., Girejko K., Kaczmarek J., Grzelak B., Piłka T., Valuing Passes in Actions Leading to the Third Zone on the Pitch with Machine Learning Methods. W: Progress in Polish Artificial Intelligence Research 4, Wojciechowski A. (Ed.), Lipiński P. (Ed.)., Seria: Monografie Politechniki Łódzkiej Nr. 2437, Wydawnictwo Politechniki Łódzkiej, Łódź 2023, s. 507-513, ISBN 978-83-66741-92-8, doi: 10.34658/9788366741928.81.