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DaRLing: A Datalog rewriter for OWL 2 RL ontological reasoning under SPARQL queries

机译:Darling:在SPARQL查询下的OWL 2 RL Intological推理的Datalog Rewriter

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摘要

The W3C Web Ontology Language (OWL) is a powerful knowledge representation formalism at the basis of many semantic-centric applications. Since its unrestricted usage makes reasoning undecidable already in case of very simple tasks, expressive yet decidable fragments have been identified. Among them, we focus on OWL 2 RL, which offers a rich variety of semantic constructors, apart from supporting all RDFS datatypes. Although popular Web resources - such as DBpedia - fall in OWL 2 RL, only a few systems have been designed and implemented for this fragment. None of them, however, fully satisfy all the following desiderata:(i)being freely available and regularly maintained;(ii)supporting query answering and SPARQL queries;(iii)properly applying thesameAsproperty without adopting the unique name assumption;(iv)dealing with concrete datatypes. To fill the gap, we presentDaRLing, a freely available Datalog rewriter for OWL 2 RL ontological reasoning under SPARQL queries. In particular, we describe its architecture, the rewriting strategies it implements, and the result of an experimental evaluation that demonstrates its practical applicability.
机译:W3C Web本体语言(OWL)是一个强大的知识表示形式主义,基于许多语义为中心的应用程序。由于其不受限制的使用使得在非常简单的任务的情况下已经不可思议,因此已经确定了表现力的尚未可判定的碎片。其中,我们专注于OWL 2 RL,它提供丰富的语义构造函数,除了支持所有RDFS数据类型。虽然流行的Web资源 - 如DBPedia - ov在owl 2 RL中,但只为此片段设计和实施了一些系统。然而,没有一个完全满足所有以下Desiderata:(i)自由地获得和定期维护;(ii)支持查询应答和sparql查询;(iii)正确地应用Thesameasproperty而不采用独特的名称假设;(iv)处理用具体的数据类型。为了填补差距,我们在SPARQL查询下展示了一个可自由的Datalog Rewriter,用于OWL 2 RL Intological推理。特别是,我们描述了其架构,重写策略它实现的,以及证明其实际适用性的实验评估的结果。

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