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Inconsistency Handling in Datalog+/- Ontologies

机译:在Datalog +/- Ontologies中处理不一致处理

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The advent of the Semantic Web has made the problem of inconsistency management especially relevant. Datalog+/- is a family of ontology languages that is in particular useful for representing and reasoning over lightweight ontologies in the Semantic Web. In this paper, we study different semantics for query answering in inconsistent Datalog+/- ontologies. We develop a general framework for inconsistency management in Datalog+/- ontologies based on incision functions from belief revision, in which we can characterize several query answering semantics as special cases: (i) consistent answers, originally developed for relational databases and recently adopted for some classes of description logics (DLs), (ii) intersection semantics, a sound approximation of consistent answers, and (iii) lazy consistent answers, a novel alternative semantics that offers a good compromise between quality of answers and computation time. We also provide complexity results for query answering under the different semantics, including data tractability results.
机译:语义网络的出现使得不一致的管理问题特别相关。 Datalog +/-是一系列本体语言,特别适用于在语义网络中的轻量级本体上代表和推理。在本文中,我们研究了在不一致的DataLog +/- onolologies中的查询回答的不同语义。我们基于信仰修订的切口函数在Datalog +/- Ontologies中开发了一个综合框架,其中我们可以将几个查询应答语义描述为特殊情况:(i)一致的答案,最初为关系数据库开发,最近为某些人提供了描述逻辑类(DLS),(ii)交叉语义,一致答案的声音近似,(iii)懒惰一致的答案,一种新的替代语义,在答案和计算时间之间提供了良好的折衷。我们还为不同语义下的查询回答提供复杂性结果,包括数据遗传性结果。

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