Machine learning and digitization tools are exponentially increasing in these last years and their applications are reflected in different areas of our life: in particular, this article has the aim to focus on football (i.e. soccer for Americans), the most practised sport in the world. Due to needing of professional teams, an- alytics tools in football are becoming a crucial point, in order to help technical staff, scouting and clubs management in policy evaluation and to optimize strate- gic decisions. In this article we propose an original bibliometric analysis about football analytics in the decade 2010-2020, thanks the powerful R package Bibliometrix and the well-known bibliometric database SCOPUS. The main goal is to understand better what already exist in football analytics literature and what not, in order to suggest future researchers to find new topics or to refine existing tools. Furthermore, our intention is to show some results starting from the sources production distribution, then focus on the most productive research groups and their countries, discover the most dynamic authors and highlight topics trend thanks keywords, during these last ten years. Finally, three relevant articles that summaries the most important themes are presented.

Football analytics: a bibliometric study about the last decade contributions

Cefis Mattia
Investigation
2022-01-01

Abstract

Machine learning and digitization tools are exponentially increasing in these last years and their applications are reflected in different areas of our life: in particular, this article has the aim to focus on football (i.e. soccer for Americans), the most practised sport in the world. Due to needing of professional teams, an- alytics tools in football are becoming a crucial point, in order to help technical staff, scouting and clubs management in policy evaluation and to optimize strate- gic decisions. In this article we propose an original bibliometric analysis about football analytics in the decade 2010-2020, thanks the powerful R package Bibliometrix and the well-known bibliometric database SCOPUS. The main goal is to understand better what already exist in football analytics literature and what not, in order to suggest future researchers to find new topics or to refine existing tools. Furthermore, our intention is to show some results starting from the sources production distribution, then focus on the most productive research groups and their countries, discover the most dynamic authors and highlight topics trend thanks keywords, during these last ten years. Finally, three relevant articles that summaries the most important themes are presented.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11379/563140
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