Огляд задачі інтелектуального аналізу тексту для розпізнавання дезінформації

Abstract

This work discusses the challenges posed by the abundance of information available today, which facilitates the rapid spread of misinformation. The study focuses on developing machine learning algorithms for automated detection and classification of misinformation, addressing the importance of a combined approach that includes technological, social and psychological aspects. An objective and a plan have been developed to investigate machine learning tools for misinformation detection, taking into account the limitations of existing datasets.