Parallelizing algebraic reasoning for the description logic SHOQ
Abstract
Reaching the full potential of the semantic web awaits the availability of highly scalable reasoners. Despite numerous efforts to optimize existing Description Logics reasoners, there is always the need to compromise the expressivity or the size of the used ontologies in time sensitive applications. Hybrid algebraic reasoning has been investigated in the context of optimizing reasoning with ontologies where the expressivity is rich enough to include qualified cardinality restrictions and nominals. On the other hand parallel models have been considered to allow scalable reasoning with ontologies, however, only poor Description Logic expressivity has been considered. In this work, we investigate parallelizing hybrid algebraic reasoning as a means to seek scalable solutions without the need to sacrifice expressivity.