Autores
Posadas Durán Juan Pablo Francisco
Gómez Adorno Helena Montserrat
Sidorov Grigori
Título Detection of fake news in a new corpus for the Spanish language
Tipo Revista
Sub-tipo JCR
Descripción Journal of Intelligent & Fuzzy Systems
Resumen We present a new resource to analyze and detect deceptive information that is present in a huge amount of news websites. Specifically, we compiled a corpus of news in the Spanish language extracted from several websites. The corpus is annotated with two labels (real and fake) for automatic fake news detection. Furthermore, the corpus also provides the category of the news, presenting a detailed analysis on vocabulary overlap among categories. Finally, we present a style-based fake news detection method. The obtained results showthat the introduced corpus is an interesting resource for future research in this area. 
Observaciones DOI 10.3233/JIFS-179034
Lugar Amsterdam
País Paises Bajos
No. de páginas 4869-4876
Vol. / Cap. v. 36 no. 5
Inicio 2019-05-14
Fin
ISBN/ISSN