Phonetic Detection for Hate Speech Spreaders on Twitter
Fecha
2021-09-24Registro en:
Puertas, Edwin & Martinez Santos, Juan Carlos. (2021). Phonetic Detection for Hate Speech Spreaders on Twitter Notebook for PAN at CLEF 2021.
Universidad Tecnológica de Bolívar
Repositorio Universidad Tecnológica de Bolívar
Autor
Puertas, Edwin
Martínez-Santos, Juan Carlos
Resumen
Nowadays, hate messages have become the object of study on social media. Efficient and effective
detection of hate profiles requires various scientific disciplines, such as computational linguistics and
sociology. Here, we illustrate how we used lexical and phonetic features to determine if the author
spreads hate speech. This article presents a novel strategy for the characterization of the Twitter profile
based on the generation of lexical and phonetic user features that serve as input to a set of classifiers.
The results are part of our participation in the PAN 2021 in the CLEF in the task of Profiling Hate Speech
Spreaders on Twitter.