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The Complexity of Explaining Negative Query Answers in DL-Lite

机译:解释DL-Lite中负查询答失的复杂性

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In order to meet usability requirements, most logic-based applications provide explanation facilities for reasoning services. This holds also for DLs, where research has focused on the explanation of both TBox reasoning and, more recently, query answering. Besides explaining the presence of a tuple in a query answer, it is important to explain also why a given tuple is missing. We address the latter problem for (conjunctive) query answering over DL-Lite ontologies, by adopting abductive reasoning, that is, we look for additions to the ABox that force a given tuple to be in the result. As reasoning tasks we consider existence and recognition of an explanation, and relevance and necessity of a certain assertion for an explanation. We characterize the computational complexity of these problems for subset minimal and cardinality minimal explanations.
机译:为了满足可用性要求,大多数基于逻辑的应用程序为推理服务提供了解释设施。这也适用于DLS,其中研究专注于解释TBOX推理,最近,查询应答。除了在查询答案中解释元组的存在外,还非常重要地解释为什么给定元组丢失。通过采用绑架推理,我们解决了(结合)查询的后一种问题,即通过采用绑架的推理,即我们寻找迫使给定元组的ABOX添加到结果中。作为推理任务,我们考虑存在和识别解释,以及对解释的某种断言的相关性和必要性。我们表征了这些问题的计算复杂性,用于子集最小和基数最小解释。

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