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SEMWEB
2009
Springer

A Decomposition-Based Approach to Optimizing Conjunctive Query Answering in OWL DL

8 years 8 months ago
A Decomposition-Based Approach to Optimizing Conjunctive Query Answering in OWL DL
Scalable query answering over Description Logic (DL) based ontologies plays an important role for the success of the Semantic Web. Towards tackling the scalability problem, we propose a decomposition-based approach to optimizing existing OWL DL reasoners in evaluating conjunctive queries in OWL DL ontologies. The main idea is to decompose a given OWL DL ontology into a set of target ontologies without duplicated ABox axioms so that the evaluation of a given conjunctive query can be separately performed in every target ontology by applying existing OWL DL reasoners. This approach guarantees sound and complete results for the category of conjunctive queries that the applied OWL DL reasoner correctly evaluates. Experimental results on large benchmark ontologies and benchmark queries show that the proposed approach can significantly improve scalability and efficiency in evaluating general conjunctive queries.
Jianfeng Du, Guilin Qi, Jeff Z. Pan, Yi-Dong Shen
Added 27 Jul 2010
Updated 27 Jul 2010
Type Conference
Year 2009
Where SEMWEB
Authors Jianfeng Du, Guilin Qi, Jeff Z. Pan, Yi-Dong Shen
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