ALIADA: Artificial Intelligence-based language applicationsfor the detection of aggressiveness in social networks

• José Alberto Mesa Murgado ^[1] ; Flor Miriam Plaza-del-Arco ^[1] ; Jaime Collado-Montañez ^[1] ; L. Alfonso Ureña-López ^[1] ; M. Teresa Martín-Valdivia ^[1]
  1. [1] Universidad de Jaén

     Universidad de Jaén

     Jaén, España

     
• Localización: SEPLN-PD 2022: Annual Conference of the Spanish Association for Natural Language Processing 2022: Projects and Demonstrations / Miguel Á. Alonso (ed. lit.) , Margarita Alonso-Ramos (ed. lit.) , Carlos Gómez Rodríguez (ed. lit.) , David Vilares Calvo (ed. lit.) , Jesús Vilares (ed. lit.) , 2022, págs. 39-43
• Idioma: español
• Títulos paralelos:
  • ALIADA: Aplicaciones del Lenguaje basadas en Inteligencia Artificial para la Detección de la Agresividad en Redes Sociales
• Enlaces
  • Texto completo (pdf)
• Resumen

  • In this paper, we present a Web Application Platform for the Detection of Aggressiveness in Social Media usingNatural Language Processing and Machine Learning techniques, describing its architecture, the developmenttechnologies used and the different language models that have been integrated into the system. Finally, weconclude that the platform is a powerful tool to tackle real time aggressiveness on social media such as sexismor hate speech