Abstract
Ontology-based data access (OBDA) deals with the problem of accessing autonomous data sources through a shared, virtual ontology, and declarative mappings connecting the data sources to the ontology. The W3C standard R2RML allows for mapping relational data sources to RDFS/OWL ontologies. In this paper, we present algorithms for the semantic analysis of R2RML mappings in the OBDA setting, when the ontology is expressed in OWL 2 QL. The focus of such algorithms is to identify the main semantical anomalies (inconsistency and redundancy) of a mapping specification with respect to the ontology and/or the data sources. Such algorithms have been implemented in the mapping analysis tool developed within the Optique European project. We also report on the experiments conducted within the Optique project use cases.
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This notion of strong local inconsistency is slightly different from the notion of local inconsistency presented in [11]: in particular, it can be shown that strong local consistency implies local consistency, while the converse in general does not hold.
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References
Abiteboul, S., Hull, R., Vianu, V.: Foundations of Databases. Addison Wesley Publ. Co., Reading (1995)
Antonioli, N., Castanò, F., Civili, C., Coletta, S., Grossi, S., Lembo, D., Lenzerini, M., Poggi, A., Savo, D.F., Virardi, E.: Ontology-based data access: the experience at the Italian Department of treasury. In: Proceedings of the Industrial Track of the 25th International Conference on Advanced Information Systems Engineering (CAiSE), vol. 1017 of CEUR Electronic Workshop Proceedings, pp. 9–16 (2013). http://ceur-ws.org/
Bagosi, T., et al.: The ontop framework for ontology based data access. In: Zhao, D., Du, J., Wang, H., Wang, P., Ji, D., Pan, J.Z. (eds.) CSWS 2014. CCIS, vol. 480, pp. 67–77. Springer, Heidelberg (2014)
Calvanese, D., De Giacomo, G., Lembo, D., Lenzerini, M., Rosati, R.: Tractable reasoning and efficient query answering in description logics: the DL-Lite family. J. Autom. Reason. 39(3), 385–429 (2007)
Das, S., Sundara, S., Cyganiak, R.: R2RML: RDB to RDF Mapping Language. W3C RDB2RDF Working Group, W3C recommendation, September 2012
Giese, M., Soylu, A., Vega-Gorgojo, G., Waaler, A., Haase, P., Jiménez-Ruiz, E., Lanti, D., Rezk, M., Xiao, G., Özçep, Ö.L., Rosati, R.: Optique: zooming in on big data. IEEE Comput. 48(3), 60–67 (2015)
Glimm, B., Horrocks, I., Motik, B., Stoilos, G., Wang, Z.: HermiT: an OWL 2 reasoner. J. Autom. Reason. 53(3), 245–269 (2014)
Haase, P., Schmidt, M., Schwarte, A.: The information workbench as a self-service platform for linked data applications. In: Hartig, O., Harth, A., Sequeda, J. (eds.) Proceedings of the Second International Workshop on Consuming Linked Data (COLD2011), Bonn, Germany, October 23, 2011, vol. 782 of CEUR Workshop Proceedings. CEUR-WS.org (2011)
Kharlamov, E., et al.: Ontology based access to exploration data at Statoil. In: Arenas, M., et al. (eds.) ISWC 2015. LNCS, vol. 9367, pp. 93–112. Springer, Heidelberg (2015). doi:10.1007/978-3-319-25010-6_6
Lembo, D., Mora, J., Rosati, R., Savo, D.F., Thorstensen, E.: Towards mapping analysis in ontology-based data access. In: Kontchakov, R., Mugnier, M.-L. (eds.) RR 2014. LNCS, vol. 8741, pp. 108–123. Springer, Heidelberg (2014)
Lembo, D., Mora, J., Rosati, R., Savo, D.F., Thorstensen, E.: Mapping analysis in ontology-based data access: algorithms and complexity. In: Proceedings of the 14th International Semantic Web Conference (ISWC) (2015)
Poggi, A., Lembo, D., Calvanese, D., De Giacomo, G., Lenzerini, M., Rosati, R.: Linking data to ontologies. In: Spaccapietra, S. (ed.) Journal on Data Semantics X. LNCS, vol. 4900, pp. 133–173. Springer, Heidelberg (2008)
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This research has been partially supported by the EU under FP7 project Optique (grant n. FP7-318338).
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Civili, C., Mora, J., Rosati, R., Ruzzi, M., Santarelli, V. (2016). Semantic Analysis of R2RML Mappings for Ontology-Based Data Access. In: Ortiz, M., Schlobach, S. (eds) Web Reasoning and Rule Systems. RR 2016. Lecture Notes in Computer Science(), vol 9898. Springer, Cham. https://doi.org/10.1007/978-3-319-45276-0_3
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