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Forgetting Concepts in DL-Lite

机译:DL-Lite中的遗忘概念

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摘要

To support the reuse and combination of ontologies in Semantic Web applications, it is often necessary to obtain smaller ontologies from existing larger ontologies. In particular, applications may require the omission of many terms, e.g., concept names and role names, from an ontology. However, the task of omitting terms from an ontology is challenging because the omission of some terms may affect the relationships between the remaining terms in complex ways. We present the first solution to this problem by adapting the technique of forgetting, previously used in other domains. Specifically, we present a semantic definition of forgetting for description logics in general, which generalizes the standard definition for classical logic. We then introduce algorithms that implement forgetting in both DL-Lite TBoxes and ABoxes, and in DL-Lite knowledge bases. We prove that the algorithms are correct with respect to the semantic definition of forgetting, and that they run in polynomial time.
机译:为了支持语义Web应用程序中本体的重用和组合,通常有必要从现有的较大本体中获取较小的本体。特别地,应用可能需要从本体中省略许多术语,例如概念名称和角色名称。但是,从本体中省略术语的任务具有挑战性,因为省略某些术语可能会以复杂的方式影响其余术语之间的关系。我们通过适应以前在其他领域中使用的遗忘技术,提出了该问题的第一个解决方案。具体来说,我们提供了通常省略描述逻辑的语义定义,它概括了经典逻辑的标准定义。然后,我们介绍在DL-Lite TBox和ABox中以及在DL-Lite知识库中实现遗忘的算法。我们证明算法在遗忘的语义定义方面是正确的,并且可以在多项式时间内运行。

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