History Matters: Incremental Ontology Reasoning Using Modules
B. Grau, Y. Kazakov, and C. Halaschek-Wiener. Proceedings of the 6th International Semantic Web Conference and 2nd Asian Semantic Web Conference (ISWC/ASWC2007), Busan, South Korea
, volume 4825 of LNCS, page 183--196. Berlin, Heidelberg, Springer Verlag, (November 2007)
The development of ontologies involves continuous but relatively small modifications. Existing ontology reasoners, however, do not take advantage of the similarities between different versions of an ontology. In this paper, we propose a technique for incremental reasoning - that is, reasoning that reuses information obtained from previous versions of an ontology - based on the notion of a module. Our technique does not depend on a particular reasoning calculus and thus can be used in combination with any reasoner.
We have applied our results to incremental classification of OWL DL ontologies and found significant improvement over regular classification time on a set of real-world ontologies.