International Journal of Geo-Information Article Improving the Creation of Hot Spot Policing Patrol Routes: Comparing Cognitive Heuristic Performance to an Automated Spatial Computation Approach Spencer P. Chainey 1,* , Jhonata A. S. Matias 2 , Francisco Carlos F. Nunes Junior 2 , Ticiana L. Coelho da Silva 2, José Antônio F. de Macêdo 2, Regis P. Magalhães 2, José F. de Queiroz Neto 2 and Wellington C. P. Silva 3 1 Jill Dando Institute of Security and Crime Science, University College London, 35 Tavistock Square, London WC1H 9EZ, UK 2 Insight Data Science Lab, Department of Computing, Federal University of Ceará, Pici Campus, Block 952, Science Center, Pici, Fortaleza 60440-900, CE, Brazil;
[email protected] (J.A.S.M.);
[email protected] (F.C.F.N.J.);
[email protected] (T.L.C.d.S.);
[email protected] (J.A.F.d.M.);
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[email protected] (J.F.d.Q.N.) 3 Federal Police of Brazil, National Police Academy, Rodovia DF 001 KM—02 Setor Habitacional Taquari, Lago Norte, CEP, Brasília 71559-900, DF, Brazil;
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[email protected] Abstract: Hot spot policing involves the deployment of police patrols to places where high levels of crime have previously concentrated. The creation of patrol routes in these hot spots is mainly Citation: Chainey, S.P.; Matias, J.A.S.; a manual process that involves using the results from an analysis of spatial patterns of crime to Nunes Junior, F.C.F.; Coelho da Silva, identify the areas and draw the routes that police officers are required to patrol.