Abstract: To effectively reduce the dimension of document vectors, we introduce a novel method employing domain ontology to extract feature concept. For all document categories, all raw words in each category are mapped to concepts in their relative concept tree de

Key words: Domain ontology, Document feature, Text classification, Feature selection