Abstract

TOLEDO-ALVARADO, J. I.; GUZMAN-ARENAS, A.  and  MARTINEZ-LUNA, G. L.. Automatic Building of an Ontology from a Corpus of Text Documents Using Data Mining Tools. J. appl. res. technol [online]. 2012, vol.10, n.3, pp.398-404. ISSN 2448-6736.

In this paper we show a procedure to build automatically an ontology from a corpus of text documents without external help such as dictionaries or thesauri. The method proposed finds relevant concepts in the form of multi-words in the corpus and non-hierarchical relations between them in an unsupervised manner.

Keywords : Ontology learning; Data Mining; Machine Learning; Apriori algorithm.

        · abstract in Spanish     · text in English     · English ( pdf )