Who's the best tennis player of all time? New ranking system produces some surprises

(麻豆淫院Org.com) -- Fans may think of Jimmy Connors as an "old school" tennis player, but according to a new ranking system developed by a Northwestern University researcher, Connors is best player in the history of the game. The rankings are published in PLoS ONE, a journal published by the Public Library of Science.
Male tennis players who played in at least one Association of Tennis Professionals match between 1968 and 2010 were evaluated through network analysis, said Filippo Radicchi, author of the study.
Ranking tennis players is a novel way to show how complex network analysis can reveal interesting facts hidden in statistical data, said Radicchi, a physicist and postdoctoral fellow in the chemical and biological engineering department of Northwestern鈥檚 McCormick School of Engineering and Applied Science.
Radicchi ran an algorithm, similar to the one used by Google to rank Web pages, on digital data from hundreds of thousands of matches. The data was pulled from the Association of Tennis Professionals website. He quantified the importance of players and ranked them by a 鈥渢ennis prestige鈥 score. This score is determined by a player鈥檚 competitiveness, the quality of his performance and number of victories.
鈥淚n this particular ranking system, it鈥檚 more important to win a single match against a very good player than many matches against not-so-good players,鈥 said Radicchi, who conducted the research in the lab of Lu铆s Amaral, professor of chemical and biological engineering at the McCormick School.
Here鈥檚 how the top 30 rank:
1. Jimmy Connors | 11. Boris Becker |
21. Mats Wilander |
2. Ivan Lendl | 12. Arthur Ashe |
22. Goran Ivani拧evi膰 |
3. John McEnroe | 13. Brian Gottfried |
23. Vitas Gerulaitis |
4. Guillermo Vilas | 14. Stan Smith |
24. Rafael Nadal |
5. Andre Agassi | 15. Manuel Orantes |
25. Raul Ramirez |
6. Stefan Edberg | 16. Michael Chang |
26. John Newcombe |
7. Roger Federer | 17. Roscoe Tanner |
27. Ken Rosewall |
8. Pete Sampras | 18. Eddie Dibbs |
28. Yevgeny Kafelnikov |
9. Ilie N膬stase | 19. Harold Solomon |
29. Andy Roddick |
10. Bj枚rn Borg | 20. Tom Okker | 30. Thomas Muster |
鈥淥ne of the reasons Jimmy Connors ranks on top is because he played for more than 20 years and had the opportunity to win a lot of matches against other very good players,鈥 Radicchi said.
He expects current greats Roger Federer and Rafael Nadal to eventually move up in the rankings if they face tough competition and continue to win matches. Radicchi, a lifelong tennis fan, plans to run this study again in 10 years to see how the rankings change.
鈥淭he rankings are a snapshot of who is at the top at this time,鈥 Radicchi said. 鈥淧layers who have yet to retire are penalized with respect to those who have ended their careers. Prestige scores strongly correlate with the number of victories, and active players haven鈥檛 played all the matches of their careers yet.鈥
Researching and ranking sports stars gives a glimpse at the power of complex network analysis.
鈥淭he same application could be used to rank countries involved in the global trade of certain commodities,鈥 Radicchi said. 鈥淚n general, this type of analysis can help scientists better explain and understand complicated global relationships.鈥
More information: %3Adoi%2F10.1371%2Fjournal.pone.0017249
Provided by Northwestern University