Publicación: Evaluación del impacto de peajes electrónicos de la plataforma flypass en el departamento de Antioquia
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The project is based on understanding the state of electronic tolls in Colombia, based on the flypass platform that operates as an electronic payment system in the country. For this, production data was taken from the electronic payment system and ETL processes were carried out to take them to a data warehouse in a star topology, and then perform data analytics with the stored and standardized information. Different technologies, such as supervised and unsupervised learning data mining, were used to segment users who use the service, associate the variables of the factors involved in the electronic payment process, and discover knowledge that is not currently recognized, Business intelligence solutions such as OLAP cubes were implemented, which will allow creating strategies for the massive use of the service based on multidimensional queries of the information stored in an electronic toll system.