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Computational Approaches to Strategy and Tactics in Sports (Dagstuhl Seminar 24081)

Authors: Ulf Brefeld, Jesse Davis, Laura de Jong, and Stephanie Kovalchik

Published in: Dagstuhl Reports, Volume 14, Issue 2 (2024)

Abstract

One of the most challenging and interesting aspects in sports are Strategy and Tactics. In this interdisciplinary Dagstuhl Seminar, we aimed to develop a computational understanding of these concepts in an interdisciplinary setting with researchers and practitioners from Machine Learning, Statistics, and Sports. The seminar was organized around the themes "Discovery", "Evaluation", and "Communication" that were introduced with tutorial and overview style talks about the key concepts to facilitate a common ground among researchers with different backgrounds. These were augmented by more in-depth presentations on specific problems or techniques. Besides several topical discussions in larger groups, there were two panel discussions dealing with differences between individual and team sports and bringing computational analytics into practice, respectively.

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Ulf Brefeld, Jesse Davis, Laura de Jong, and Stephanie Kovalchik. Computational Approaches to Strategy and Tactics in Sports (Dagstuhl Seminar 24081). In Dagstuhl Reports, Volume 14, Issue 2, pp. 164-181, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2024)

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@Article{brefeld_et_al:DagRep.14.2.164,
  author =	{Brefeld, Ulf and Davis, Jesse and de Jong, Laura and Kovalchik, Stephanie},
  title =	{{Computational Approaches to Strategy and Tactics in Sports (Dagstuhl Seminar 24081)}},
  pages =	{164--181},
  journal =	{Dagstuhl Reports},
  ISSN =	{2192-5283},
  year =	{2024},
  volume =	{14},
  number =	{2},
  editor =	{Brefeld, Ulf and Davis, Jesse and de Jong, Laura and Kovalchik, Stephanie},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.164},
  URN =		{urn:nbn:de:0030-drops-205023},
  doi =		{10.4230/DagRep.14.2.164},
  annote =	{Keywords: AI, machine learning, sports, team, athletes, strategy, tactics}
}

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Computational Approaches to Strategy and Tactics in Sports (Dagstuhl Seminar 24081)

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