The aim of this paper is to evaluate the effectiveness of a categorization approach of search results based on the use of domain ontologies with respect to the application of standard single-label and multi-label classification algorithms. In particular, the approach in (Calegari et al., 2011) is considered, where the categorization process is performed thanks to the adoption of a taxonomy of information represented as a granular view of a domain ontology. Copyright ©2013 SCITEPRESS.
Calegari, S., Farina, F., Pasi, G. (2013). Comparative evaluations of a hierarchical categorization of search results based on a granular view of domain ontologies. In IC3K 2013; KEOD 2013 - 5th International Conference on Knowledge Engineering and Ontology Development, Proceedings (pp.361-366).
Comparative evaluations of a hierarchical categorization of search results based on a granular view of domain ontologies
CALEGARI, SILVIAPrimo
;FARINA, FABIO MARIOSecondo
;PASI, GABRIELLAUltimo
2013
Abstract
The aim of this paper is to evaluate the effectiveness of a categorization approach of search results based on the use of domain ontologies with respect to the application of standard single-label and multi-label classification algorithms. In particular, the approach in (Calegari et al., 2011) is considered, where the categorization process is performed thanks to the adoption of a taxonomy of information represented as a granular view of a domain ontology. Copyright ©2013 SCITEPRESS.
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