Overview
- Focuses on contextual questions using the methods of computer science in the context of sport
- Presents an overview of research in the multidisciplinary field of computer science and sports
- Bridges the gap between theoretical computer science and practical performance analysis
Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 1426)
Included in the following conference series:
Conference proceedings info: PACSS 2021.
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Table of contents (29 papers)
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Keynotes Contributions
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Application of Text Mining in Sports Performance
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Interdisciplinarity in Sports Performance
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Applications of Machine Learning in Sports Performance
Other volumes
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Proceedings of the 9th International Performance Analysis Workshop and Conference & 5th IACSS Conference
Keywords
About this book
This covers the PACSS 2021 which approached interdisciplinary collaboration between theoretical computer science and practical performance analysis though an online workshop and conference. Readers find in this book the peer-reviewed and discussed evidences on how computer scientists and performance analysts can and have worked together to solve both applied and research-based problems in elite sport, using the methods of computer science. In this edition, we organize the content according to four major topics: machine learning, text mining, best practice and interdisciplinary collaboration. This is a refined material written by leading experts with up-to-date overview of research in the multidisciplinary field of computer science and elite sport performance analysis.
Editors and Affiliations
Bibliographic Information
Book Title: Proceedings of the 9th International Performance Analysis Workshop and Conference & 5th IACSS Conference
Editors: Arnold Baca, Juliana Exel, Martin Lames, Nic James, Nimai Parmar
Series Title: Advances in Intelligent Systems and Computing
DOI: https://doi.org/10.1007/978-3-030-99333-7
Publisher: Springer Cham
eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022
Softcover ISBN: 978-3-030-99332-0Published: 10 April 2022
eBook ISBN: 978-3-030-99333-7Published: 09 April 2022
Series ISSN: 2194-5357
Series E-ISSN: 2194-5365
Edition Number: 1
Number of Pages: XIII, 184
Number of Illustrations: 25 b/w illustrations, 48 illustrations in colour
Topics: Computational Intelligence, Sport Science , Health Informatics