Th is article describes the process that was developed at Universidad de Narino in order to identify low academic performance and dropout rates in the university, for which the historical database of its undergraduate students was used. Th is process was supported on TariyKDD, a free distribution data mining tool developed in the KDD laboratories of the research group Grias from the Department of Systems Engineering of the Faculty of Universidad de Narino.