SISBEN is a national survey that Colombia uses to classify and address the needs of its citizens. To classify the population according to socio-economic levels through the survey, a machine learning model was applied (Quentile Gradient Boosting), which presented excellent results in the evaluation of methodologies for SISBEN classification.
SISBEN is a survey that allows classifying the population according to their standards of living with the purpose of allowing social programs identify potential beneficiaries. The SISBEN IV methodology has the potential of allowing the identification of both income poverty and multidimensional poverty in the population.
Colombia
National Planning Department, Governorships, Municipalities
Este MOOC aborda los conceptos, principios, desafíos y oportunidades del uso ético y responsable de la inteligencia artificial (IA) para el sector público.
En la lucha contra el COVID-19 la tecnología se ha convertido en una de las herramientas más utilizadas
Este documento fue diseñado como insumo de una hoja de ruta que permite crear un marco para el uso ético, responsable y seguro de la IA en Costa Rica.