Análise de trapaças em padrões humanos que usam sugestões do Stockfish

Abstract

Online games are growing, and with them cheating is becoming more common every day, chess is considered by many to be a sport and since its historical creation, tournaments have taken place and some of these are awarded, cheating means taking an advantage over your opponent on specific occasions in a game, the chess website chess.com daily blocks hundreds of accounts of players accused of cheating in the game, and among these means of cheating, a very well-known one is the use of highly capable engines that beat even human world champions, a very famous engine and one of the best in the world, Stockfish, will be put into use to analyze real data from thousands of matches. The objective in this study is to analyze human patterns in multiple matches for each user listed in the real dataset, and analyze, based on the movements indicated by Stockfish, the use of motors in the real dataset. The results obtained demonstrated that the cheating analysis method studied in the article was capable of helping to identify cheating in cases where it is possible to compare the Elo of the players and the sequences of each game of the same players, however, only the method studied is not sufficient for prosecution alone, making it necessary to combine other, more robust identification methods, increasing the accuracy of the accusations.