Abstract

ROSADO GOMEZ, Alveiro Alonso  and  VERJEL IBANEZ, Alejandra. Data mining applied to demand of air transport in Ocaña, North Santander. Tecnura [online]. 2015, vol.19, n.45, pp.101-113. ISSN 0123-921X.  https://doi.org/10.14483/udistrital.jour.tecnura.2015.3.a08.

This paper shows data mining techniques to predict air tickets demand in Ocaña, North Santander, regarding to origin-destination: Ocaña-Bogota, Ocaña-Bucaramanga, Ocaña-Medellín, Ocaña - Cúcuta and Ocaña-Barranquilla. Some data studies were used to estimate new means of transportation demand in Ocaña. This research follows the process of knowledge extraction in databases. In the data mining process stage, it was selected decision trees technique and as algorithm J48. With this algorithm application, we found that people who travel monthly and weekly choose the plane, alike if they travel by health issues; otherwise, but if they travel to Barranquilla, Bogotá and/or Medellin for work, they choose bus.

Keywords : data mining; decision trees; modes of transport; WEKA.

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