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This article will introduce some approaches for improving text categorization models by integrating\udpreviously imported ontologies. From the Reuters Corpus Volume I (RCV1) dataset, some categories very\udsimilar in content and related to telecommunications, Internet and computer areas were selected for models\udexperiments. Several domain ontologies, covering these areas were built and integrated to categorization\udmodels for their improvements. \u

Ontology Integration Approaches and its Impact on Text Categorization