uPATO—Collective Measures

A collection of metrics is presented in this chapter. This collection is categorized as meso-level (subgroup) or team metrics, depending on the scope. Each metric includes a description of a possible interpretation of the metric, and the pseudocode to implement it. Each pseudocode describes the cases for which it can be used (unweighted graphs, unweighted digraphs, weighted graphs, or weighted digraphs). When the description simply contains graph (or graphs), without any other specifier, it means that the pseudocode is valid for any of the four types of graphs. The included interpretation considers that the connections between the players are the passes performed between them.

[1]  John Scott What is social network analysis , 2010 .

[2]  Piraveenan Mahendra,et al.  Node Assortativity in Complex Networks: An Alternative Approach , 2014, ICCS.

[3]  Steve Horvath,et al.  Network neighborhood analysis with the multi-node topological overlap measure , 2007, Bioinform..

[4]  Steve Horvath,et al.  Weighted Network Analysis , 2011 .

[5]  Filipe Manuel Clemente,et al.  Social Network Analysis Applied to Team Sports Analysis , 2015 .

[6]  Albert Y. Zomaya,et al.  Assortative mixing in directed biological networks , 2012, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

[7]  M. Newman,et al.  Mixing patterns in networks. , 2002, Physical review. E, Statistical, nonlinear, and soft matter physics.

[8]  Jacob G Foster,et al.  Edge direction and the structure of networks , 2009, Proceedings of the National Academy of Sciences.