A General Framework for Representing and Reasoning with Annotated Semantic Web Data

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Abstract

We describe a generic framework for representing and reasoning with annotated Semantic Web data, formalise the annotated language, the corresponding deductive system, and address the query answering problem. We extend previous contributions on RDF annotations by providing a unified reasoning formalism and allowing the seamless combination of different annotation domains. We demonstrate the feasibility of our method by instantiating it on (i) temporal RDF; (ii) fuzzy RDF; (iii) and their combination. A prototype shows that implementing and combining new domains is easy and that RDF stores can easily be extended to our framework.

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Straccia, U., Lopes, N., Lukácsy, G., & Polleres, A. (2010). A General Framework for Representing and Reasoning with Annotated Semantic Web Data. In Proceedings of the 24th AAAI Conference on Artificial Intelligence, AAAI 2010 (pp. 1437–1442). AAAI Press. https://doi.org/10.1609/aaai.v24i1.7499

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