Towards data-based assessment of individual tactics skills in team sports based on Fuzzy Petri Nets

Autoren Andrea Serafini
Roland Leser
Thomas Hoch
Bernhard Moser
Arnold Baca
Editoren Felix Breitenecker
Andreas Kugi
Inge Troch
Titel Towards data-based assessment of individual tactics skills in team sports based on Fuzzy Petri Nets
Buchtitel Abstract volume of the 8th Vienna International Conference on Mathematical Modelling - MATHMOD 2015
Typ in Sammelband
Verlag ARGESIM
Serie Argesim Report No. 44
ISSN 978-3-301608-46-9
Monat February
Jahr 2015
Seiten 303-304
SCCH ID# 1508
Abstract

The problem of objectively assessing activity patterns of individual players in team sports in terms of tactics skills is addressed by employing concepts from fuzzy logics and state-transition graph models. Mackenzie & Cushion (2013) conclude in their critical review about current performance analysis (PA) research that variables are often investigated as a result of availability rather than to develop a deeper understanding of performance. Therefore, PA studies often fail to provide useful information for the coaching practice due to the multifaceted, complex and largely unpredictable behaviour in team sports like football. In the author’s opinion holistic approaches are needed that include more naturalistic and qualitative methods such as case studies, interviews and mixed methods. The overall goal is to develop a data-based approach based on position and tracking data provided by local positioning measurement systems (see, e.g., LBO11,MC13, OLH+12]) that allows to qualify assessments based on measurements.