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Ultimate Performance Analysis Tool (uPATO): Implementation of Network Measures Based on Adjacency Matrices for Team Sports

✍ Scribed by Frutuoso G. M. Silva, Quoc Trong Nguyen, Acácio F.P.P. Correia, Filipe Manuel Clemente, Fernando Manuel Lourenço Martins

Publisher
Springer International Publishing
Year
2019
Tongue
English
Leaves
85
Series
SpringerBriefs in Applied Sciences and Technology
Edition
1st ed.
Category
Library
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✦ Synopsis

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.

✦ Table of Contents

Front Matter ....Pages i-xi
Network Analysis Tools (Frutuoso G. M. Silva, Quoc Trong Nguyen, Acácio F. P. P. Correia, Filipe Manuel Clemente, Fernando Manuel Lourenço Martins)....Pages 1-4
uPATO—Overview of the Application (Frutuoso G. M. Silva, Quoc Trong Nguyen, Acácio F. P. P. Correia, Filipe Manuel Clemente, Fernando Manuel Lourenço Martins)....Pages 5-17
uPATO—Individual Measures (Frutuoso G. M. Silva, Quoc Trong Nguyen, Acácio F. P. P. Correia, Filipe Manuel Clemente, Fernando Manuel Lourenço Martins)....Pages 19-35
uPATO—Collective Measures (Frutuoso G. M. Silva, Quoc Trong Nguyen, Acácio F. P. P. Correia, Filipe Manuel Clemente, Fernando Manuel Lourenço Martins)....Pages 37-60
uPATO—A Case Study (Frutuoso G. M. Silva, Quoc Trong Nguyen, Acácio F. P. P. Correia, Filipe Manuel Clemente, Fernando Manuel Lourenço Martins)....Pages 61-76

✦ Subjects

Engineering; Computational Intelligence; Sport Science

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