METHOD AND SYSTEM FOR CLASSIFYING WORD AS OBSCENE WORD Russian patent published in 2023 - IPC G06F40/279 G06F40/30 

FIELD: computer science.

SUBSTANCE: method for detecting obscene words in text. The technical result is achieved due to the fact that, at the learning phase, the method comprises: obtaining the first word with the first word corresponding to a certain obscene word; generating the first set of misspelled words, wherein the first set of misspelled words comprises a plurality of misspelled variants of the first word; forming training pairs, the training pairs comprising: a set of positive training pairs containing a first word paired with each misspelled version of the first word; training a machine learning algorithm, the training comprising: determining for each training pair a set of characteristics representing a property of the training pairs; generating an output function based on a set of characteristics, wherein the output function is configured to, when used, assign an obscenity score, the obscenity score indicating a probability that the word is obscene.

EFFECT: increased accuracy of word classification.

28 cl, 6 dwg