Publicação em atas de evento científico
Assessing and Visualizing Principles of Play in Soccer
Rúben Filipe Rocha (Rúben Rocha); Rui J. Lopes (Lopes, Rui J.);
Proceedings of the 13th International Conference on Sport Sciences Research and Technology Support
Ano (publicação definitiva)
2025
Língua
Inglês
País
Espanha
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Abstract/Resumo
Recent advances in soccer analytics have significantly expanded the use of spatial and temporal data to un￾derstand tactical behaviour. However, many visualisation tools remain limited in their ability to contextualize these behaviours according to established principles of play. This paper presents a context-aware visualisation framework that leverages StatsBomb Open Data to identify, illustrate, and interpret tactical patterns in pro￾fessional soccer. The tool enables analysts to explore match phases through key tactical dimensions such as compactness, pressing, width, support, and penetration, using event-level data enriched with positional data (360 freeze frames). Unlike generic dashboards or statistical summaries, the proposed system integrates spa￾tial relationships and collective movements, offering a more accurate representation of team behaviour across different match contexts. By combining visual methods with tactical theory, the tool supports coaches and an￾alysts in identifying the match principles of play, thereby facilitating a deeper understanding of performance dynamics.
Agradecimentos/Acknowledgements
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Palavras-chave
Performance Analysis,Visualisation Tool,soccer,Principles of Play,StatsBomb data
Registos de financiamentos
Referência de financiamento Entidade Financiadora
UIDB/50008/2020 FCT