Title :
Ontologies evaluation for a conceptual retrieval system of metadata schemes: Case study
Author :
Palacios, Vicente ; Sanchez-Cuadrado, Sonia ; Yadav, Divakar ; Morato, Jorge ; Dimou, Christos
Author_Institution :
Dept. Comput. Sci. & Eng., Univ. Carlos III of Madrid, Leganés, Spain
Abstract :
In this article we perform a qualitative analysis of well-known generic ontologies according to their retrieval potential in order to implement a conceptual retrieval system. This retrieval system aims to search metadata schemes. The main problem in the implementation of retrieval system has been finding a reference ontology covering the domain and matching the system´s requirements. We performed an evaluation of ontologies´ characteristics for their suitability to represent the semantic of specific metadata scheme. Finally, PROTON has been selected as ontology due to its extensibility, adaptability to the domain, adequacy to the retrieval system and its availability. The principal contribution of this study is the provision of guidelines towards the selection of ontologies to be mapped, based on qualitative analysis and experience.
Keywords :
information retrieval; meta data; ontologies (artificial intelligence); PROTON; conceptual retrieval system; generic ontologies; metadata schemes; ontology evaluation; reference ontology; system requirements matching; OWL; Ontologies; Proposals; Protons; Resource description framework; Semantics; Vocabulary; Semantic Web; alignment ontologie; information retrieval; ontology reuse; upper ontologies;
Conference_Titel :
Contemporary Computing (IC3), 2013 Sixth International Conference on
Conference_Location :
Noida
Print_ISBN :
978-1-4799-0190-6
DOI :
10.1109/IC3.2013.6612242