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dc.contributor.authorOrdoñez, Hugo
dc.contributor.authorTimarán-Pereira, Ricardo
dc.contributor.authorGonzález-Sanabria, Juan-Sebastián
dc.date2024-02
dc.date.accessioned2024-03-14T08:09:41Z
dc.date.available2024-03-14T08:09:41Z
dc.identifier.citationH. Ordoñez, R. Timarán-Pereira, J. S. González-Sanabria. Trends in Addiction to Psychoactive Substances Among Homeless People in Colombia Using Artificial Intelligence, International Journal of Interactive Multimedia and Artificial Intelligence, (2024), http://dx.doi.org/10.9781/ijimai.2024.02.002es_ES
dc.identifier.urihttps://reunir.unir.net/handle/123456789/16225
dc.description.abstractIntroduction: Currently, homelessness should not be seen as just another problem, but as a reality of inequality and the absence of social justice. In this sense, homeless people are subjected to social disengagement, lack of job opportunities or the instability of these, insecurity circumstances, these aspects being one of the causes associated with the consumption or addiction to psychoactive substances. Data: To define the proposed approach, data from the Census of Street Inhabitants - CHC- 2021 of the National Administrative Department of Statistics (DANE), which contains 19,375 records and 25 columns, were used. Methodology: This article presents an artificial intelligence approach that implements a model based on machine learning algorithms for identifying addiction trends to psychoactive substances in street dwellers in Colombia. Conclusions: Based on the results obtained, it is evident that the approach can serve as a support for decision making by municipal administrations in the definition of social public policies for the street-dwelling population in Colombia.es_ES
dc.language.isoenges_ES
dc.publisherInternational Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI)es_ES
dc.relation.ispartofseries;In Press
dc.rightsopenAccesses_ES
dc.subjectaddictiones_ES
dc.subjectartificial intelligencees_ES
dc.subjecthomelessnesses_ES
dc.subjectpsychoactive substanceses_ES
dc.subjectsocial justicees_ES
dc.subjectIJIMAIes_ES
dc.titleTrends in Addiction to Psychoactive Substances Among Homeless People in Colombia Using Artificial Intelligencees_ES
dc.typearticlees_ES
reunir.tag~IJIMAIes_ES
dc.identifier.doihttp://dx.doi.org/10.9781/ijimai.2024.02.002


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