From Classical to Consistent Query Answering under Existential Rules

Thomas Lukasiewicz, Maria Vanina Martinez, Andreas Pieris, Gerardo I. Simari
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引用次数: 68

Abstract

Querying inconsistent ontologies is an intriguing new problem that gave rise to a flourishing research activity in the description logic (DL) community. The computational complexity of consistent query answering under the main DLs is rather well understood; however, little is known about existential rules. The goal of the current work is to perform an in-depth analysis of the complexity of consistent query answering under the main decidable classes of existential rules enriched with negative constraints. Our investigation focuses on one of the most prominent inconsistency-tolerant semantics, namely, the AR semantics. We establish a generic complexity result, which demonstrates the tight connection between classical and consistent query answering. This result allows us to obtain in a uniform way a relatively complete picture of the complexity of our problem.
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从经典查询到存在规则下的一致性查询回答
查询不一致本体是描述逻辑(DL)研究领域中一个引人关注的新问题。主要dl下一致性查询应答的计算复杂度得到了很好的理解;然而,人们对存在主义规则知之甚少。本研究的目标是深入分析在主要可判定类存在规则下的一致性查询回答的复杂性,这些存在规则丰富了负面约束。我们的研究重点是最突出的不一致容忍语义之一,即AR语义。我们建立了一个通用的复杂度结果,证明了经典查询应答和一致性查询应答之间的紧密联系。这个结果使我们能够以统一的方式对问题的复杂性有一个相对完整的认识。
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The Ontological Multidimensional Data Model From Classical to Consistent Query Answering under Existential Rules Multidimensional Contexts for Data Quality Assessment On the Complexity of Enumerating the Answers to Well-Designed Pattern Trees Combined Complexity of Repair Checking and Consistent Query Answering
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