Abstract
Research community has shown a great interest in OWL ontologies as a context modeling tool for semantic environments. OWL ontologies are characterized by its expressive power and are based on description logics. However, they have limitations when dealing with uncertainty and vagueness knowledge. To overcome these caveats, some approaches have been proposed. This work presents a novel approach to deal with uncertainty in semantic environments, called TURAMBAR.
This work is supported by the Spanish MICINN project TALIS+ENGINE (TIN2010-20510-C04-03).
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References
Dey, A.: Understanding and using context. Per. and ub. comp. 5(1), 4–7 (2001)
Strang, T., Linnhoff-Popien, C.: A context modeling survey (2004)
Chen, H., Perich, F., Finin, T., Joshi, A.: Soupa: Standard ontology for ubiquitous and pervasive applications. In: IEEE MOBIQUITOUS 2004, pp. 258–267 (2004)
Wang, X., Zhang, D., Gu, T., Pung, H.: Ontology based context modeling and reasoning using owl. In: Proceedings of the Second IEEE Annual Conference on Pervasive Computing and Communications Workshops, pp. 18–22 (2004)
Preuveneers, D., Van den Bergh, J., Wagelaar, D., Georges, A., Rigole, P., Clerckx, T., Berbers, Y., Coninx, K., Jonckers, V., De Bosschere, K.: Towards an Extensible Context Ontology for Ambient Intelligence. In: Markopoulos, P., Eggen, B., Aarts, E., Crowley, J.L. (eds.) EUSAI 2004. LNCS, vol. 3295, pp. 148–159. Springer, Heidelberg (2004)
Krötzsch, M., et al: OWL 2 web ontology language primer. Technical report, W3C (October 2009)
Patel-Schneider, P.F., Motik, B., Grau, B.C.: OWL 2 web ontology language direct semantics. W3C recommendation, W3C (October 2009)
Schneider, M.: OWL 2 web ontology language RDF-based semantics. W3C recommendation, W3C (October 2009)
Baader, F., Nutt, W.: Basic Description Logics. In: The Description Logic Handbook. Cambridge University Press (2002)
Horrocks, I., et al.: The even more irresistible sroiq. In: Knowledge Reasoning, 57–67 (2006)
Motik, B., et al.: OWL 2 web ontology language profiles. W3C recommendation, W3C (October 2009)
Shearer, R., Motik, B., Horrocks, I.: Hermit: A highly-efficient owl reasoner. In: Proc. of the 5th International Workshop on OWL: Experiences and Directions (OWLED), pp. 26–27 (2008)
Baumgartner, P., Furbach, U., Niemelä, I.: Hyper tableaux. In: Logics in Artificial Intelligence, pp. 1–17 (1996)
Sirin, E., et al.: Pellet: A practical owl-dl reasoner. Web Semantics: Science, Services and Agents on the WWW 5(2), 51–53 (2007)
Horrocks, I., et al: Swrl: A semantic web rule language combining owl and ruleml, 2004. W3C Submission (2006)
Lukasiewicz, T., Straccia, U.: Managing uncertainty and vagueness in description logics for the semantic web. Web Semantics: Science, Services and Agents on the WWW 6(4), 291–308 (2008)
Ding, Z., Peng, Y., Pan, R.: Bayesowl: Uncertainty modeling in semantic web ontologies. In: Soft Computing in Ontologies and Semantic Web, pp. 3–29 (2006)
Klinov, P., Parsia, B.: Pronto: Probabilistic ontological modeling in the semantic web. In: Proc. of International Semantic Web Conference, Posters Demos (2008)
Qi, G., Ji, Q., Pan, J.Z., Du, J.: PossDL — A Possibilistic DL Reasoner for Uncertainty Reasoning and Inconsistency Handling. In: Aroyo, L., Antoniou, G., Hyvönen, E., ten Teije, A., Stuckenschmidt, H., Cabral, L., Tudorache, T. (eds.) ESWC 2010, Part II. LNCS, vol. 6089, pp. 416–420. Springer, Heidelberg (2010)
Horridge, M., Bechhofer, S.: The owl api: a java api for working with owl 2 ontologies (2009)
Bobillo, F., Straccia, U.: fuzzydl: An expressive fuzzy description logic reasoner. In: IEEE Int. Conf. on Fuzzy Systems, pp. 923–930. IEEE (2008)
Bobillo, F., et al.: Delorean: A reasoner for fuzzy owl 2, 423 (2008)
Ausín, D., Castanedo, F., López-de Ipiña, D.: Benchmarking results of semantic reasoners applied to an ambient assisted living environment. In: ICOST
Ausín, D., Castanedo, F., López-de Ipiña, D.: On the measurement of semantic reasoners in ambient assisted living environments. In: IS (2012)
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Ausín, D., Castanedo, F., López-de-Ipiña, D. (2012). TURAMBAR: An Approach to Deal with Uncertainty in Semantic Environments. In: Bravo, J., Hervás, R., Rodríguez, M. (eds) Ambient Assisted Living and Home Care. IWAAL 2012. Lecture Notes in Computer Science, vol 7657. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-35395-6_45
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DOI: https://doi.org/10.1007/978-3-642-35395-6_45
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