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In sports and games, rating systems are a widely accepted method for estimating skill levels of the players. They are based on the outcome of direct competitions only. Matej Guid and Ivan Bratko of the University of Ljubljana propose a different approach: to assess skill level at chess by applying chess engines to analyse positions and moves played. Interesting academic study.

In 2006, we carried out a computer comparison of world chess champions. We analysed moves played in World Championship matches with the chess program CRAFTY, in an attempt to assess objectively one aspect of the playing strength of chess players of different eras. The basic criterion for comparison among the players was, to what extent a player¡¯s moves deviate from the computer¡¯s moves. More precisely, we considered the average deviation between computer's evaluations of moves played by the human and machine-preferred moves. Also, we designed a method for assessing the complexity of a position, in order to take into account the different playing styles of the players and the difficulty of the positions they faced.