Revealing the best doubles teams and players in tennis history
The aim of this study was to identify the best male doubles teams and the best male doubles individual players in the Open Era of tennis. The obtained data were recorded from the official ATP website and include 58,365 male doubles teams (10,717 individual male doubles players) who
played 128,195 matches, in the period from 1968 to the end of 2014. The problem of ranking doubles teams and individual doubles players who were active in different time periods was solved using social network analysis. Firstly, we represented male doubles teams and the matches played between
them as a network of directed contacts. Secondly, network analytic methods, the PageRank algorithm in particular, were applied to the complex network system of male doubles tennis matches. The results revealed the Bryan brothers as clearly the best doubles team, and Todd Woodbridge was recognised
as the best individual doubles player, in the observed period. The findings of the study establish the PageRanking procedure as an alternative tennis ranking technique to the accepted ATP ranking system.
Keywords: DOUBLES TEAM; NETWORK ANALYSIS; PAGERANK; TENNIS
Document Type: Research Article
Publication date: 01 December 2015
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