Violence against women: Artificial Intelligence giving "voice to victims"
Brazil ranked ninth among the most violent countries in 2018, according to the WHO. A 2021 survey by the FBSP revealed one rape every 10 minutes and one femicide every 7 hours. The internet and social networks have amplified victim reports, exposing violence cases. This study aims to use artificial intelligence to analyze 124 online reports of sexual violence, offering insights for public policies. Reports were preprocessed and analyzed using topic modeling to identify key complaints, perpetrators, and locations. The study also emphasizes the importance of selecting an appropriate number of topics to ensure the interpretability of findings.
Authors
- Carla Bonato Marcolin (ORCID: https://orcid.org/0000-0003-0260-5073)
- Helena Farias Ribeiro (ORCID: https://orcid.org/0000-0002-3884-5856)
- Cíntia Rodrigues de Oliveira Medeiros (ORCID: https://orcid.org/0000-0001-7999-9002)
Institutions
- Universidade Federal de Uberlândia (BR)
Publication Details
- Journal
- Revista Gênero
- Published
- 2025-09-25
- DOI
- https://doi.org/10.22409/2js23x49
- Primary Topic
- Terrorism, Counterterrorism, and Political Violence
- Type
- article
- Field-Weighted Citation Impact
- 0.00