State of the Art of Sports Data Visualization

Abstract : In this report, we organize and reflect on recent advances and challenges in the field of sports data visualization. The exponentially-growing body of visualization research based on sports data is a prime indication of the importance and timeliness of this report. Sports data visualization research encompasses the breadth of visualization tasks and goals: exploring the design of new visualization techniques; adapting existing visualizations to a novel domain; and conducting design studies and evaluations in close collaboration with experts, including practitioners, enthusiasts, and journalists. Frequently this research has impact beyond sports in both academia and in industry because it is i) grounded in realistic, highly heterogeneous data, ii) applied to real-world problems, and iii) designed in close collaboration with domain experts. In this report, we analyze current research contributions through the lens of three categories of sports data: box score data (data containing statistical summaries of a sport event such as a game), tracking data (data about in-game actions and trajectories), and meta-data (data about the sport and its participants but not necessarily a given game). We conclude this report with a high-level discussion of sports visualization research informed by our analysis—identifying critical research gaps and valuable opportunities for the visualization community. More information is available at the STAR's website: https://sportsdataviz.github.io/.
Type de document :
Article dans une revue
Computer Graphics Forum, Wiley, In press
Liste complète des métadonnées

Littérature citée [16 références]  Voir  Masquer  Télécharger

https://hal.archives-ouvertes.fr/hal-01806107
Contributeur : Charles Perin <>
Soumis le : vendredi 1 juin 2018 - 16:18:03
Dernière modification le : mercredi 19 septembre 2018 - 10:02:44
Document(s) archivé(s) le : dimanche 2 septembre 2018 - 15:20:29

Fichier

sportsvis_star_cr.pdf
Fichiers produits par l'(les) auteur(s)

Identifiants

  • HAL Id : hal-01806107, version 1

Citation

Charles Perin, Romain Vuillemot, Charles Stolper, John Stasko, Jo Wood, et al.. State of the Art of Sports Data Visualization. Computer Graphics Forum, Wiley, In press. 〈hal-01806107〉

Partager

Métriques

Consultations de la notice

88

Téléchargements de fichiers

114