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Advisor(s)
Abstract(s)
Network analysis has been used to classify the
interactions between teammates in team sports. However, no
dedicated software or application was specifically developed to
import, compute and export data in the specific case of
sports, as far as we know. Based on that, we intend to
propose a new application to visualize and analyze
networks in soccer. The Ultimate Performance Analysis
Tool (uPATO) allows observing, codifying, importing,
visualizing, computing measures and exporting data from
the observed games. The user may use a single application
to work in the visualization and analysis of the match only
considering the network that emerges from the game. In this
paper it will be possible to observe the steps to visualize and
import data and it will also be described the development of
some network measures to characterize the centralities
and general properties of unweighted and weighted graphs
and digraphs. Finally, data from a real game will be used to
test the network measures implemented and to show the
values that can be exported and interpreted.
Description
Keywords
Graph Theory Network Analysis Football Match analysis