Novo núcleo de estudos usara¡ inteligaªncia de dados para resolver problemas de segurança pública
Iniciativa com sede no Instituto de Ciências Matema¡ticas e de Computaa§a£o da USP, em Sa£o Carlos, também serápolo de formaa§a£o de recursos humanos capacitados a empregar e desenvolver tecnologias para solua§a£o de problemas da criminalidade
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Naºcleo tera¡ parceria com iniciativa privada e órgãos de governo para focar na solução de problemas reais de segurança osFoto: 123RF
A pesquisa cientafica que hávários anos se dedica a entender os problemas da criminalidade em Sa£o Paulo passa a contar agora com um Naºcleo de Inteligaªncia de Dados para o Gerenciamento de Cidades e Segurança (NInDa), iniciativa aprovada pela Fundação de Amparo a Pesquisa do Estado de Sa£o Paulo (Fapesp) que tera¡ financiamento de cinco anos e suporte especafico para ampliar a criação de soluções no desenvolvimento de cidades sustenta¡veis e inteligentes, por meio da resolução de problemas dentro do tema da segurança pública.
O novo projeto integrara¡ os Naºcleos de Pesquisa Orientada a Problemas em Sa£o Paulo (NPOP-SP) e nasce como uma spin-off (conhecimento que se torna produtos e processos inovadores) do Centro de Ciências Matema¡ticas Aplicadas a Indústria (CeMEAI) e tem como sede o Instituto de Ciências Matema¡ticas e de Computação (ICMC) da USP, em Sa£o Carlos.
“Criar condições e mecanismos que conectem cientistas, agentes governamentais de segurança pública e a iniciativa privada em um ambiente colaborativo e envolvente, abordando os problemas da segurança pública de forma ampla e inovadora por meio de ferramentas baseadas em técnicas de ciência de dados e Inteligaªncia Artificial éa principal missão do núcleo. A formação de recursos humanos altamente qualificados e capazes de desenvolver novas metodologias voltadas para prevenção e redução de crimes também écomponente importante do NInDa, trazendo assim grande benefacio para a sociedadeâ€, explicou o coordenador do núcleo e pesquisador do CeMEAI, Luas Gustavo Nonato.
O NInDa écomposto de pesquisadores especialistas em ciência de dados, Inteligaªncia Artificial, monitoramento urbano, segurança pública, cidades inteligentes e IoT, caracterizando uma equipe qualificada e multidisciplinar. Entre os principais parceiros estãoo Centro Universita¡rio Facens osSorocaba/SP, Secretaria Municipal de Segurança Paºblica da Prefeitura de Sa£o Carlos/ SP, Secretaria de Segurança Paºblica do Estado de Sa£o Paulo e o Naºcleo de Estudo da Violaªncia osUSP / Sa£o Paulo. Pela iniciativa privada, a empresa Splice Indústria, Comanãrcio e Servia§os éparceira e como órgão não governamental, a Fundação Tide Setaºbal.
Os parceiros da iniciativa privada e dos órgãos de governo formam o elo entre a academia e os problemas reais de segurança pública que sera£o abordados. Desta forma, a principal característica do núcleo éo foco na solução de problemas reais de segurança, criando ainda condições para que as soluções desenvolvidas sejam de fato empregadas pelos parceiros de modo a viabilizar, em primeiro lugar, a concepção de ações preventivas que inibam a atividade criminosa.
Ainda segundo o coordenador, metodologias desenvolvidas no contexto de cidades inteligentes podem auxiliar estudos de fena´menos ligados ao problema da criminalidade. “De particular interesse são os sistemas de monitoramento urbano que vão sendo construados no contexto de cidades inteligentes, os quais são capazes de capturar, direta ou indiretamente, informações climáticas, de mobilidade urbana, iluminação, vegetação urbana, dentre outras. Fatores urbanos como a proporção de edifacios residenciais, comerciais e industriais, presença de bares e restaurantes, fluxo de pessoas, presença de parques e praças, fatores clima¡ticos, além , éclaro, das condições socioecona´micas, influenciam fortemente no padrãoe na dina¢mica do crime em cada localidadeâ€, disse.
O projeto busca apresentar soluções e alternativas inovadoras para esse cena¡rio, visando ao desenvolvimento de ferramentas inteligentes que viabilizem a análise conjunta de todos os dados, propondo soluções de baixo custo para a captura de dados e análise preditiva de crimes, além do armazenamento adequado de tais dados de modo a viabilizar seu acesso de forma otimizada pelos parceiros do projeto. “Outro objetivo éa identificação de padraµes para a predição de diferentes tipos de crime, como roubo de transeuntes, roubo de carro e roubo de carga. Tendo como base manãtodos de Inteligaªncia Artificial e Ciência de Dados, os manãtodos propostos dara£o subsadios a confecção de políticas públicas baseadas em evidaªncias, auxiliando no planejamento de ações de policiamento preventivoâ€, disse.
Sistema já auxilia no combate a criminalidade em áreas urbanas
O projeto iniciado em 2016 já apresenta resultados e ferramentas computacionais. Por intermanãdio de uma parceria com o Naºcleo de Estudos da Violaªncia (NEV), os pesquisadores puderam ter acesso a uma grande quantidade de dados sobre crimes na capital paulista que deram origem a um conjunto de ferramentas que possibilitam identificar padraµes de crime ao longo do tempo em regiaµes da cidade, verificando os que mais prevalecem em termos quantitativos, entre outras varia¡veis.
Recentemente, o trabalho foi veiculado na Agência Fapesp em reportagem explicando a tecnologia. O CeMEAI, neste vadeo, também mencionou pesquisa relacionada que visa a entender a relação entre a criminalidade e infraestrutura no entorno dos grupos de escolas para poder ajudar os formuladores de políticas públicas em suas decisaµes.
Esse trabalho resultou em um convaªnio com a Secretaria de Segurança Paºblica de Sa£o Carlos, que utilizara¡ a ferramenta no combate a criminalidade.
“Agora, com a aprovação do NInDa, teremos um grande incentivo para desenvolvimento de outras parcerias e convaªnios. Seremos um polo de formação de recursos humanos capacitados a empregar e desenvolver tecnologias baseadas em ciência de dados e Inteligaªncia Artificial para a solução de problemas de segurança públicaâ€, concluiu Nonato.