Ontology Integration Approaches and its Impact on Text Categorization
Hamid Machhour, Ismail Kassou · International Journal of Data Mining & Knowledge Management Process · 2013
This article will introduce some approaches for improving text categorization models by integrating previously imported ontologies.From the Reuters Corpus Volume I (RCV1) dataset, some categories very similar in content and related to telecommunications, Internet and computer areas were selected for models experiments.Several domain ontologies, covering these areas were built and integrated to categorization models for their improvements.