语义网OWL本体的计算视图

Jiaqi Li, Xuan Wu, Chang Lu, Wenxing Deng, Yizheng Zhao
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引用次数: 4

摘要

本文使用一种基于遗忘的方法来解决OWL本体视图的计算问题。在传统的关系数据库中,视图是数据库的一个子集,而在本体中,视图不仅仅是一个子集;它不仅包含原本体所包含的公理,还可能包含原本体所需要的新派生公理(隐式地包含在原本体中)。具体来说,给定一个本体,其中的签名是其中所有名称的集合,而视图是仅使用其签名的一部分即目标签名而获得的新本体,同时保留到目标签名的所有逻辑蕴涵。OWL本体的计算视图对于语义Web应用程序(如基于本体的查询应答)非常有用,在某种程度上,该视图可以用作原始本体的替代品,以回答使用目标签名制定的查询和信息隐藏,从某种意义上说,它限制用户查看本体的某些信息。遗忘是一种非标准推理的形式,涉及从本体中消除其签名的子集,即遗忘签名,以这样一种方式,所有逻辑蕴涵都保留到目标签名。因此,遗忘可以用作计算OWL本体视图的一种方法——从本体中遗忘一组名称的解决方案就是目标签名的视图。本文提出了一种基于遗忘的描述逻辑OWL本体视图计算方法,该方法扩展了角色层次、标称和逆角色。这种方法是有效的。尽管该方法还不完整,但在现实世界本体的语料库上对该方法的原型实现进行了评估,显示出非常好的成功率。从语义Web的角度来看,这是非常有用的,因为它为知识工程师提供了创建OWL本体视图的强大工具。
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Computing Views of OWL Ontologies for the Semantic Web
This paper tackles the problem of computing views of OWL ontologies using a forgetting-based approach. In traditional relational databases, a view is a subset of a database, whereas in ontologies, a view is more than a subset; it contains not only axioms contained in the original ontology, but may also contain newly-derived axioms entailed by the original ontology (implicitly contained in the original ontology). Specifically, given an ontology , the signature of is the set of all the names in , and a view of is a new ontology obtained from using only part of ’s signature, namely the target signature, while preserving all logical entailments up to the target signature. Computing views of OWL ontologies is useful for Semantic Web applications such as ontology-based query answering, in a way that the view can be used as a substitute of the original ontology to answer queries formulated with the target signature, and information hiding, in the sense that it restricts users from viewing certain information of an ontology. Forgetting is a form of non-standard reasoning concerned with eliminating from an ontology a subset of its signature, namely the forgetting signature, in such a way that all logical entailments are preserved up to the target signature. Forgetting can thus be used as a means for computing views of OWL ontologies — the solution of forgetting a set of names from an ontology is the view of for the target signature . In this paper, we present a forgetting-based method for computing views of OWL ontologies specified in the description logic , the basic extended with role hierarchy, nominals and inverse roles. The method is terminating and sound. Despite the method not being complete, an evaluation with a prototype implementation of the method on a corpus of real-world ontologies has shown very good success rates. This is very useful from the perspective of the Semantic Web, as it provides knowledge engineers with a powerful tool for creating views of OWL ontologies.
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