Descubrimiento de conocimiento en repositorios documentales mediante técnicas de Minería de Texto y Swarm Intelligence

Abstract

The combined use of text mining methodologies and Artificial Intelligence techniques articulate document management processes to optimize categorization mechanisms, automatic knowledge extraction and grouping document collections. The article proposed an integral document management model to process unstructured information. In this context, semantic relations in document collections are implemented by specialized thesaurus and glossaries, and knowledge feature extraction are facilitated by Swarm Intelligence techniques. The model has been implemented in an intuitive, integral and multilingual text mining application.