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- 178 creator freddy-lecue.
- 178 creator pascal-hitzler.
- 178 creator prabhaker-mateti.
- 178 creator raghava-mutharaju.
- 178 type InProceedings.
- 178 label "Distributed and Scalable OWL EL Reasoning".
- 178 sameAs 178.
- 178 abstract "OWL 2 EL is one of the tractable profiles of Web Ontology Language (OWL) which has been standardized by the W3C. OWL 2 EL provides sufficient expressivity to model large biomedical ontologies as well as streaming data such as traffic. Automated generation of ontologies from streaming data and text can lead to very large ontologies. Existing reasoners make use of only a single machine and are thus constrained by memory and computational power. There is a need to develop reasoning approaches which scale with the size of ontologies. We describe a distributed reasoning system that scales well using a cluster of commodity machines. We also apply our system to a use case on city traffic data and show that it can handle volumes which cannot be handled by current reasonably-sized single machine reasoners.".
- 178 hasAuthorList authorList.
- 178 isPartOf proceedings.
- 178 keyword "Distributed reasoning".
- 178 keyword "EL classification".
- 178 keyword "Load balancing".
- 178 keyword "Traffic data".
- 178 title "Distributed and Scalable OWL EL Reasoning".