Capturing Player Influence in Football Matches

  • Nil Agell*
  • , Jordi Nin
  • *Autor corresponent d’aquest treball

Producció científica: Capítol de llibreContribució a congrés/conferènciaAvaluat per experts

Resum

Sports analytics explores various interconnected dimensions of sports, including team dynamics, player interactions, and strategic decision-making. This work proposes a methodology based on network analytics to model and study how specific in-game events influence match dynamics and outcomes. Representing players as nodes and their interactions as links, we capture individual and collective influences within the game over time to model sports analytics as sequence-based problems. As a proof of concept, this paper uses the 2022 FIFA World Cup final between Argentina and France to construct the temporal network of the match to examine its progression and compute each player's instantaneous and total influence. We compare our results with the post-match subjective evaluations of expert journalists, analyzing the reasons behind any discrepancies between our method and their assessments.

Idioma originalAnglès
Títol de la publicacióArtificial Intelligence Research and Development - Proceedings of the 27th International Conference of the Catalan Association for Artificial Intelligence
EditorsKarla Trejo, Isabel Aguilo, Juan Vicente Riera, Jordi Pascual
EditorIOS Press BV
Pàgines123-132
Nombre de pàgines10
ISBN (electrònic)9781643686189
DOIs
Estat de la publicacióPublicada - 22 de set. 2025
Esdeveniment27th International Conference of the Catalan Association for Artificial Intelligence, CCIA 2025 - Valls, Spain
Durada: 15 d’oct. 202517 d’oct. 2025

Sèrie de publicacions

NomFrontiers in Artificial Intelligence and Applications
Volum410
ISSN (imprès)0922-6389
ISSN (electrònic)1879-8314

Conferència

Conferència27th International Conference of the Catalan Association for Artificial Intelligence, CCIA 2025
País/TerritoriSpain
CiutatValls
Període15/10/2517/10/25

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