Abstract
The ongoing research on integration of rules and ontologies has resulted in multiple solutions, rule languages and systems. They differ in terms of aims and scope, semantics and architecture. The paper describes a proposal of a hybrid system combining a Description Logics reasoner with a forward-chaining rule engine. An integration of a dedicated tool for modularized rule bases, called HeaRT, and a widely-used DL reasoner Pellet, is sketched. An outline of main concepts and architecture of HeaRT-Pellet system is given, explained on an example case. The benefit of this solution is the ability to use a mature rule design, analysis and inference solution together with large fact bases from ontologies.
The paper is supported by the BIMLOQ Project funded from 2010–2012 resources for science as a research project.
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Nalepa, G.J., Furmańska, W.T. (2010). Pellet-HeaRT – Proposal of an Architecture for Ontology Systems with Rules. In: Dillmann, R., Beyerer, J., Hanebeck, U.D., Schultz, T. (eds) KI 2010: Advances in Artificial Intelligence. KI 2010. Lecture Notes in Computer Science(), vol 6359. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-16111-7_16
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DOI: https://doi.org/10.1007/978-3-642-16111-7_16
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