Text categorization (Conceptual Representation Using Wordnet and association rules)
Omega-S205 Campus Nord - UPC
Thu Mar 14, 2013
The explosion of textual documents on the Web ( journals, social networks, blogs) generated a need to treat this mass of data to extract knowledge. We are interested in a particular treatment which is text categorization.We used a conceptual representation of texts by using Wordnet for documents categorization. This representation is based on terms disambiguation by using Wordnet concepts. Disambiguated concepts are extracted from representative terms of a document. Association rules are used as a classifier, we present a state of the art of works that used association rules on text classification and present our future works and perspectives.