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Authors: Vanessa Meyer ; Lena Wiese and Ahmed Al-Ghezi

Affiliation: Institute of Computer Science, Goethe University Frankfurt, Robert-Mayer-Str. 10, 60325 Frankfurt am Main, Germany

Keyword(s): Sport Data Analytics, Human Activity Recognition, Data Visualization.

Abstract: This paper presents an information system that analyzes and visualizes sports and human activity data. Clustering is used to divide data into groups; however, the wide variation in methods for data preprocessing and clustering makes it difficult to decide on appropriate methods. Thus, for the analysis of clustering methods, we comparatively evaluate methods for preprocessing the data in addition to the different methods for clustering. In addition, our sports analytics information system provides an approach that is able to assign athletes to a cluster based on their individual features and hence provides an individual training assessment compared to the clusters obtained on the data. The proposed visualization approach in comparison to a certain cluster offers an intuitive solution for assessing the goodness of fit.

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Paper citation in several formats:
Meyer, V.; Wiese, L. and Al-Ghezi, A. (2024). An Information System for Training Assessment in Sports Analytics. In Proceedings of the 26th International Conference on Enterprise Information Systems - Volume 1: ICEIS; ISBN 978-989-758-692-7; ISSN 2184-4992, SciTePress, pages 149-160. DOI: 10.5220/0012724200003690

@conference{iceis24,
author={Vanessa Meyer. and Lena Wiese. and Ahmed Al{-}Ghezi.},
title={An Information System for Training Assessment in Sports Analytics},
booktitle={Proceedings of the 26th International Conference on Enterprise Information Systems - Volume 1: ICEIS},
year={2024},
pages={149-160},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012724200003690},
isbn={978-989-758-692-7},
issn={2184-4992},
}

TY - CONF

JO - Proceedings of the 26th International Conference on Enterprise Information Systems - Volume 1: ICEIS
TI - An Information System for Training Assessment in Sports Analytics
SN - 978-989-758-692-7
IS - 2184-4992
AU - Meyer, V.
AU - Wiese, L.
AU - Al-Ghezi, A.
PY - 2024
SP - 149
EP - 160
DO - 10.5220/0012724200003690
PB - SciTePress