F. Liberatore, M. Camacho-Collados, L. Quijano-Sanchez, B. Vitoriano Villanueva
Since 2015, the speaker has undertaken multiple research projects in collaboration with the Spanish National Police. The talk provides an overview of the research advances and tools developed during these last seven years, with a particular emphasis on (i) Smart Patrolling, which combines predictive policing and patrol optimization models; (ii) VeriPol, a Natural Language Processing tool for detecting false robbery reports; (iii) VioGén, a data-driven model for determining the risk of recidivism in intimate partner violence cases; (iv) and SocialHaterBERT, a framework for the detection and visualization of hate speech in social networks. Also, the speaker presents the challenges met as an academic that collaborates with a national police institution, providing his perspective and some takeaway points on the complex interaction between the academy, the police, and the public, especially about mathematical models and data-based tools to public security.
Palabras clave: Mathematical Programming, Data Science, Policing, Intimate Partner Violence, Hate Speech
Programado
GT13 Desastres, Desarrollo y Sostenibilidad. Decisión en Salud
9 de junio de 2022 17:10
Sala de Conferencias
