UTILIZAÇÃO PRÁTICA DE WORD EMBEDDING APLICADA À CLASSIFICAÇÃO DE TEXTO

Luiz Fernando Spillere de Souza, Alexandre Leopoldo Gonçalves
2020 Anais do X Congresso Internacional de Conhecimento e Inovação (ciKi)   unpublished
Text classification aims to extract knowledge from unstructured text patterns. The concept of word incorporation is a representation technique that allows words with similar meanings to have a similar representation, in order to incorporate reasoning characteristics about their use and meaning. The aim of this article is to analyze the work already published on the use of embedded words applied to the classification of texts, to propose a practical application that demonstrates its
more » ... es its effectiveness. This study contributes to proving the effectiveness of the use of word incorporation applied to text classification, having reached an accuracy rate of around 73%.
doi:10.48090/ciki.v1i1.899 fatcat:fgcacwtuz5anfd3nucdbzvzdhm