Ferramenta para análises descritivas e preditivas em dados criminais: Um estudo de caso em Minas Gerais

This article examines the underutilization of detailed criminal data, collaborating with the Military Police of Minas Gerais, Brazil. We propose a new methodology, materialized in a tool, that is able to transform raw data into strategic information for public security decision-making. The tool evaluation unfolds in three phases: characterizing the data, a descriptive analysis of a real case study, and a predictive analysis. This work highlights the untapped potential in detailed criminal data, emphasizing the pivotal role of precise analysis in deciphering complex dynamics. Collaborating with law enforcement aims to bridge the gap between data abundance and actionable insights for effective public security strategies.

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Publication Details

Published
2024-10-14
DOI
https://doi.org/10.5753/webmedia_estendido.2024.242364
Primary Topic
Crime Patterns and Interventions
Type
article
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article

Ferramenta para análises descritivas e preditivas em dados criminais: Um estudo de caso em Minas Gerais

Wagner Meira, Renato Ferreira, George Teodoro, Leonardo Rocha et al.
1 links
Crime Patterns and Interventions
article

Ferramenta para análises descritivas e preditivas em dados criminais: Um estudo de caso em Minas Gerais

Wagner Meira, Renato Ferreira, George Teodoro, Leonardo Rocha, Yan Andrade, Matheus Pimenta, Gabrielle Amarante
article en

Abstract

This article examines the underutilization of detailed criminal data, collaborating with the Military Police of Minas Gerais, Brazil. We propose a new methodology, materialized in a tool, that is able to transform raw data into strategic information for public security decision-making. The tool evaluation unfolds in three phases: characterizing the data, a descriptive analysis of a real case study, and a predictive analysis. This work highlights the untapped potential in detailed criminal data, emphasizing the pivotal role of precise analysis in deciphering complex dynamics. Collaborating with law enforcement aims to bridge the gap between data abundance and actionable insights for effective public security strategies.

Federal University of São João del-Rei (BR)
Peace, Justice and strong institutions
Openalex Percentile: Top 72%
Crime Patterns and Interventions
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