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2018 | OriginalPaper | Chapter

An Approach for the Police Districting Problem Using Artificial Intelligence

Author : José Manuel Rodríguez-Jiménez

Published in: Foundations of Intelligent Systems

Publisher: Springer International Publishing

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Abstract

Police patrols are usually assigned to a restricted zone where they have to serve and protect the law. This feature not only results in routine tasks, such imposing traffic tickets, but also there are other important tasks, like assisting in accidents or riot control, that need to be covered.

An efficient traffic Police patrol location and a schedule assignment across the streets of a city or in a road network ensure that the traffic Police comply with their functions.

How to distribute these patrols in the city is a complicated task that needs experience and a deep analysis of traffic and Police data. In this work, we present a method that uses artificial intelligence to analyse these data and propose how to distribute the Police patrols reacting to events that are monitored in real-time for a better service to the citizens.

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Schulenberg, J.L.: Systematic social observation of police decision-making: the process, logistics, and challenges in a Canadian context. Qual. Quant. 48(1), 297–315 (2014)CrossRef

Kula, S., Guler, A.: Smart public safety: application of mobile electronic system integration (MOBESE) in Istanbul. In: Gil-Garcia, J.R., Pardo, T.A., Nam, T. (eds.) Smarter as the New Urban Agenda. PAIT, vol. 11, pp. 243–258. Springer, Cham (2016). https://doi.org/10.1007/978-3-319-17620-8_13CrossRef

Pereira Basilio, M., Pereira, V., Gomes Costa, H.: Review of the literature on multicriteria methods applied in the field of public security. Univers. J. Manag. 5(12), 549–562 (2017)CrossRef

Camacho-Collados, M., Liberatore, F., Angulo, J.M.: A multi-criteria Police Districting Problem for the efficient and effective design of patrol sector. Eur. J. Oper. Res. 246(2), 674–684 (2015)CrossRef

Liberatore, F., Camacho-Collados, M.: A comparison of local search methods for the multicriteria police districting problem on graph. Math. Probl. Eng. 3, 1–13 (2016)CrossRef

Adler, N., Hakkert, A.S., Raviv, T., Sher, M.: The traffic police location and schedule assignment problem. J. Multi-Criteria Decis. Anal. 21, 315–333 (2014)CrossRef

Daglar, M., Argun, U.: Crime mapping and geographical information systems in crime analysis. Int. J. Hum. Sci. 13(1), 2208–2221 (2016)

Radhakrishnan, S., Milani, V.: Implementing geographical information system to provide evident support for crime analysis. Procedia Comput. Sci. 48, 537–540 (2015)CrossRef

Curtin, K.M., Hayslett-McCall, K., Qui, F.: Determining optimal police patrol areas with maximal covering and backup covering location models. Netw. Spat. Econ. 10(1), 125–145 (2010)MathSciNetCrossRef

10.

Leuzzi, F., Del Signore, E., Ferranti, R.: Towards a pervasive and predictive traffic police. In: Leuzzi, F., Ferilli, S. (eds.) TRAP 2017. AISC, vol. 728, pp. 19–35. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-75608-0_3CrossRef

11.

Ferilli, S., Redavid, D.: A process mining approach to the identification of normal and suspect traffic behavior. In: Leuzzi, F., Ferilli, S. (eds.) TRAP 2017. AISC, vol. 728, pp. 37–56. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-75608-0_4CrossRef

12.

Rodriguez-Jimenez, J.M.: Detecting criminal behaviour patterns in Spain and Italy using formal concept analysis. In: Leuzzi, F., Ferilli, S. (eds.) TRAP 2017. AISC, vol. 728, pp. 57–68. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-75608-0_5CrossRef

13.

Bernaschi, M., Celestini, A., Guarino, S., Lombardi, F., Mastrostefano, E.: Unsupervised classification of routes and plates from the Trap-2017 dataset. In: Leuzzi, F., Ferilli, S. (eds.) TRAP 2017. AISC, vol. 728, pp. 97–114. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-75608-0_8CrossRef

14.

Bernaschi, M., Celestini, A., Guarino, S., Lombardi, F., Mastrostefano, E.: Traffic data: exploratory data analysis with Apache Accumulo. In: Leuzzi, F., Ferilli, S. (eds.) TRAP 2017. AISC, vol. 728, pp. 129–143. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-75608-0_10CrossRef

15.

Fumarola, F., Lanotte, P.F.: Exploiting recurrent neural networks for gate traffic prediction. In: Leuzzi, F., Ferilli, S. (eds.) TRAP 2017. AISC, vol. 728, pp. 145–153. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-75608-0_11CrossRef

Title: An Approach for the Police Districting Problem Using Artificial Intelligence
Author: José Manuel Rodríguez-Jiménez
Publisher: Springer International Publishing
Book: Foundations of Intelligent Systems
Print ISBN: 978-3-030-01850-4

Electronic ISBN: 978-3-030-01851-1

Copyright Year: 2018
DOI: https://doi.org/10.1007/978-3-030-01851-1_14

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