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Perception of Security in Mexico through Bayesian Networks

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Perception of Security in Mexico through Bayesian Networks


Carlos Ramírez | Guillermo De la Torre-Gea

https://doi.org/10.31142/ijtsrd10702



Carlos Ramírez | Guillermo De la Torre-Gea "Perception of Security in Mexico through Bayesian Networks" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-2 | Issue-2, February 2018, pp.1244-1252, URL: https://www.ijtsrd.com/papers/ijtsrd10702.pdf

The present investigation shows an analysis of the perception of security by the population, using the Bayes probabilistic method, based on open data from the Survey of Victimization and Perception of Public Safety (ENVIPE). Through a Bayesian network composed of variables that are mostly interrelated, coupled with probabilistic inferences that in turn project on others, with the purpose of analyzing their probabilistic behaviors by originating actions that should be considered as preventive measures in the face of insecurity. As a result of this study, people who have home surveillance systems installed as a preventive measure, choose to change their residence, which means that this security measure has not contributed to the reduction of crime. On the other hand, most of the probabilities analyzed depend on the locality specifically since, in turn, these consist of different criminal indices. Applying the probabilistic analysis, it allowed comparing the results with current information, being coherent with the indexes issued by the different national and international organisms in relation to public security.

Security perception, the Bayesian network, probabilistic analysis


IJTSRD10702
Volume-2 | Issue-2, February 2018
1244-1252
IJTSRD | www.ijtsrd.com | E-ISSN 2456-6470
Copyright © 2019 by author(s) and International Journal of Trend in Scientific Research and Development Journal. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0) (http://creativecommons.org/licenses/by/4.0)

International Journal of Trend in Scientific Research and Development - IJTSRD having online ISSN 2456-6470. IJTSRD is a leading Open Access, Peer-Reviewed International Journal which provides rapid publication of your research articles and aims to promote the theory and practice along with knowledge sharing between researchers, developers, engineers, students, and practitioners working in and around the world in many areas like Sciences, Technology, Innovation, Engineering, Agriculture, Management and many more and it is recommended by all Universities, review articles and short communications in all subjects. IJTSRD running an International Journal who are proving quality publication of peer reviewed and refereed international journals from diverse fields that emphasizes new research, development and their applications. IJTSRD provides an online access to exchange your research work, technical notes & surveying results among professionals throughout the world in e-journals. IJTSRD is a fastest growing and dynamic professional organization. The aim of this organization is to provide access not only to world class research resources, but through its professionals aim to bring in a significant transformation in the real of open access journals and online publishing.

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