Uma Nova Abordagem de Avaliação de Alinhamentos de Ontologias baseada em Consultas
Resumo
Este trabalho propõe uma nova abordagem de avaliar alinhamentos de ontologias. Em contraponto às métricas baseadas em alinhamento, a nossa abordagem apresenta uma métrica na qual utiliza as próprias consultas normalmente já realizadas nas ontologias originais para julgar a qualidade do alinhamento proposto. Através de um exemplo de motivação, apresentamos alguns resultados satisfatórios de nossa abordagem em relação às medidas de precisão e cobertura padrão e relaxadas.Referências
Correndo, G., Salvadores, M., Millard, I., Glaser, H., and Shadbolt, N. (2010). SPARQL query rewriting for implementing data integration over linked data. In Proceedings of the 2010 EDBT/ICDT Workshops, pages 4:1–4:11.
Do, H.-H., Melnik, S., and Rahm, E. (2003). Comparison of schema matching evaluations. In Web, Web-Services, and Database Systems, Lecture Notes in Computer Science, pages 221–237. Springer Berlin / Heidelberg.
Ehrig, M. and Euzenat, J. (2005). Relaxed precision and recall for ontology matching. In Proceedings of the K-Cap Workshop on Integrating Ontologies, pages 25–32, Banff, CA.
Euzenat, J. (2001). Towards a principled approach to semantic interoperability. In Proceedings of the IJCAI Workshop on Ontologies and Information Sharing, pages 19–25.
Euzenat, J., Ferrara, A., Meilicke, C., Nikolov, A., Pane, J., Scharffe, F., Shvaiko, P., Stuckenschimidt, H., Sváb-Zamazal, O., Svátek, V., and Trojahn, C. (2010). Results of the ontology alignment evaluation initiative 2010. In Proceedings of the ISWC 2010 Workshop on Ontology Matching, pages 85–117.
Euzenat, J., Polleres, A., and Scharffe, F. (2008). Processing ontology alignments with SPARQL. In Proceedings of the International Conference on Complex, Intelligent and Software Intensive Systems, pages 913–917.
Gal, A. and Shvaiko, P. (2009). Advances in ontology matching. In Advances in Web Semantics I, volume 4891 of Lecture Notes in Computer Science, pages 176–198. Springer Berlin, Heidelberg.
Kalfoglou, Y. and Schorlemmer, M. (2003). Ontology mapping: The state of the art. The Knowledge Engineering Review, 18(1):1–31.
Noy, N. and Klein, M. (2004). Ontology evolution: Not the same as schema evolution. In Knoledge and Information Systems, volume 6, pages 428–440. Springer Berlin, Heidelberg.
Noy, N. F. and McGuinness, D. L. (2001). Ontology development 101: A guide to creating your first ontology. Technical Report Technical Report SMI-2001-0880, Stanford Medical Informatics.
Noy, N. F. and Musen, M. A. (2000). Prompt: Algorithm and tool for automated ontology merging and alignment. In Proceedings of the National Conference on Artificial Intelligence (AAAI).
Noy, N. F. and Musen, M. A. (2001). Anchor-prompt: Using non-local context for semantic matching. In Proceedings of IJCAI Workshop on Ontologies and Information Sharing, pages 63–70.
van Rijsbergen, C. J. (1975). Information retrieval. Butterworths, London, UK. Acesso em 26 de agosto de 2010. Disponvel em [link].
Wang, P. and Xu, B. (2009). Lily: Ontology alignment results for OAEI 2009. In Proceedings of the ISWC 2009 Workshop on Ontology Matching, pages 186–192.
Wang, Z., Zhang, X., Hou, L., Zhao, Y., Li, J., Qi, Y., and Tang, J. (2010). RiMOM results for OAEI 2010. In Proceedings of the ISWC 2010 Workshop on Ontology Matching, pages 194–201.
Do, H.-H., Melnik, S., and Rahm, E. (2003). Comparison of schema matching evaluations. In Web, Web-Services, and Database Systems, Lecture Notes in Computer Science, pages 221–237. Springer Berlin / Heidelberg.
Ehrig, M. and Euzenat, J. (2005). Relaxed precision and recall for ontology matching. In Proceedings of the K-Cap Workshop on Integrating Ontologies, pages 25–32, Banff, CA.
Euzenat, J. (2001). Towards a principled approach to semantic interoperability. In Proceedings of the IJCAI Workshop on Ontologies and Information Sharing, pages 19–25.
Euzenat, J., Ferrara, A., Meilicke, C., Nikolov, A., Pane, J., Scharffe, F., Shvaiko, P., Stuckenschimidt, H., Sváb-Zamazal, O., Svátek, V., and Trojahn, C. (2010). Results of the ontology alignment evaluation initiative 2010. In Proceedings of the ISWC 2010 Workshop on Ontology Matching, pages 85–117.
Euzenat, J., Polleres, A., and Scharffe, F. (2008). Processing ontology alignments with SPARQL. In Proceedings of the International Conference on Complex, Intelligent and Software Intensive Systems, pages 913–917.
Gal, A. and Shvaiko, P. (2009). Advances in ontology matching. In Advances in Web Semantics I, volume 4891 of Lecture Notes in Computer Science, pages 176–198. Springer Berlin, Heidelberg.
Kalfoglou, Y. and Schorlemmer, M. (2003). Ontology mapping: The state of the art. The Knowledge Engineering Review, 18(1):1–31.
Noy, N. and Klein, M. (2004). Ontology evolution: Not the same as schema evolution. In Knoledge and Information Systems, volume 6, pages 428–440. Springer Berlin, Heidelberg.
Noy, N. F. and McGuinness, D. L. (2001). Ontology development 101: A guide to creating your first ontology. Technical Report Technical Report SMI-2001-0880, Stanford Medical Informatics.
Noy, N. F. and Musen, M. A. (2000). Prompt: Algorithm and tool for automated ontology merging and alignment. In Proceedings of the National Conference on Artificial Intelligence (AAAI).
Noy, N. F. and Musen, M. A. (2001). Anchor-prompt: Using non-local context for semantic matching. In Proceedings of IJCAI Workshop on Ontologies and Information Sharing, pages 63–70.
van Rijsbergen, C. J. (1975). Information retrieval. Butterworths, London, UK. Acesso em 26 de agosto de 2010. Disponvel em [link].
Wang, P. and Xu, B. (2009). Lily: Ontology alignment results for OAEI 2009. In Proceedings of the ISWC 2009 Workshop on Ontology Matching, pages 186–192.
Wang, Z., Zhang, X., Hou, L., Zhao, Y., Li, J., Qi, Y., and Tang, J. (2010). RiMOM results for OAEI 2010. In Proceedings of the ISWC 2010 Workshop on Ontology Matching, pages 194–201.
Publicado
19/07/2011
Como Citar
BISPO JR., Esdras Lins; WASSERMANN, Renata.
Uma Nova Abordagem de Avaliação de Alinhamentos de Ontologias baseada em Consultas. In: ENCONTRO NACIONAL DE INTELIGÊNCIA ARTIFICIAL E COMPUTACIONAL (ENIAC), 8. , 2011, Natal/RN.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2011
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p. 926-937.
ISSN 2763-9061.
