Micro Levels of Analysis: Player’s Centralities in the Team

The prominence level of a player in the team can be measured in social network analysis. For that reason, the aim of this chapter is to present the centrality metrics that can be applied in team sports analysis. The presentation will also allow identifying the specific formulas for weighted and unweighted graphs and digraphs. Finally, a brief interpretation for team sports analysis will be provided.

[1]  John Skvoretz,et al.  Node centrality in weighted networks: Generalizing degree and shortest paths , 2010, Soc. Networks.

[2]  Naomi Ehrich Leonard,et al.  Information Centrality and Ordering of Nodes for Accuracy in Noisy Decision-Making Networks , 2016, IEEE Transactions on Automatic Control.

[3]  U. Brandes A faster algorithm for betweenness centrality , 2001 .

[4]  Reinhard Schneider,et al.  Using graph theory to analyze biological networks , 2011, BioData Mining.

[5]  Stanley Wasserman,et al.  Social Network Analysis: Methods and Applications , 1994 .

[6]  G. Fagiolo Clustering in complex directed networks. , 2006, Physical review. E, Statistical, nonlinear, and soft matter physics.

[7]  Filipe Manuel Clemente,et al.  Midfielder as the prominent participant in the building attack: A network analysis of national teams in FIFA World Cup 2014 , 2015 .

[8]  Ernesto Estrada,et al.  Resistance Distance, Information Centrality, Node Vulnerability and Vibrations in Complex Networks , 2010, Network Science.

[9]  Hans-Joachim Schramm Freight Forwarder's Intermediary Role in Multimodal Transport Chains: A Social Network Approach , 2012 .

[10]  Cun-Quan Zhang,et al.  Laplacian centrality: A new centrality measure for weighted networks , 2012, Inf. Sci..

[11]  Martin G. Everett,et al.  A Graph-theoretic perspective on centrality , 2006, Soc. Networks.

[12]  C. Laudanna,et al.  Centralities Based Analysis of Complex Networks , 2012 .

[13]  Olaf Sporns,et al.  Complex network measures of brain connectivity: Uses and interpretations , 2010, NeuroImage.