METHOD FOR CORRECTING A MISTYPED WORD RESULTING FROM AT LEAST ONE OF AN INACCURATE KEYBOARD INPUT AND A WRONG KEYBOARD LAYOUT AND SYSTEM IMPLEMENTING THEREOF

摘要

A method and system for correcting a mistyped word resulting from at least one of an inaccurate keyboard input and wrong keyboard layout is disclosed. The method comprises selecting a first n-characters of a first word, selecting candidate characters that are likely subsequent characters to the first n-characters by calculating a candidate score value for each candidate character; generating a respective positive reformulated word for each selected candidate characters which corresponds to the first word having replaced the n+1 character with the respective candidate character; and training a machine learning algorithm (MLA) to determine a set of features representing a property between each reformulated words and the first word; and training the MLA to determine the reformulated word having an absence of a mistype.