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.

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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
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article

Violence against women: Artificial Intelligence giving "voice to victims"

Carla Bonato Marcolin, Helena Farias Ribeiro, Cíntia Rodrigues de Oliveira Medeiros
Revista Gênero
Terrorism, Counterterrorism, and Political Violence
article

Violence against women: Artificial Intelligence giving "voice to victims"

Carla Bonato Marcolin, Helena Farias Ribeiro, Cíntia Rodrigues de Oliveira Medeiros
article en

Abstract

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.

Revista GêneroVol. 25(3)
Universidade Federal de Uberlândia (BR)
Openalex Percentile: Top 65%
Terrorism, Counterterrorism, and Political Violence
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Violence against women: Artificial Intelligence giving "voice to victims" — Carla Bonato Marcolin, Helena Farias Ribeiro, et al. · Revista Gênero (2025) | TGRS Research Map | TGRS