Ultimate Performance Analysis Tool (uPATO)

This book introduces the ultimate performance analysis tool (uPATO) as a new software to compute social network metrics in the scope of team sports analysis. The reader will identify the algorithms to test the general properties of the team, the co-dependencies and the centrality levels of players, i.e. to evaluate the individual, sub-group, and team performance analysis. As uPATO tool implements the metrics for all options, namely for unweighted graphs, weighted graphs, unweighted digraphs and weighted digraphs, it is also useful for network analysis into other areas beyond team sports. The book assists the reader to compute the metrics and to use it in different scenarios. Contents: - Network Analysis Tools - uPATO - Overview of the Application - uPATO - Individual Measures - uPATO - Collective Measures - uPATO - A Case Study
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Aiheet: urheilupeli pelipaikka analyysi ohjelmisto yksilöllinen joukkue tilastomatematiikka matemaattis-looginen malli kilpailu
Aihealueet: tekniset ja luonnontieteet urheilukilpailut
Tagging: uPato
DOI: 10.1007/978-3-319-99753-7
Julkaistu: Cham Springer 2019
Sarja: Springer Briefs in Applied Sciences and Technology
Sivuja: 76
Julkaisutyypit: kirja
Kieli: englanti (kieli)
Taso: kehittynyt