与OWL的XML数据集成:经验和挑战

P. Lehti, Péter Fankhauser
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引用次数: 95

摘要

XML已经发展成为通过Web公开数据的首选格式。再加上用于查询XML的成熟标准(XSLT、XPath和XQuery),集成多个异构数据源的基本基础设施已经具备。但是,XML作为数据模型的多功能性和XML查询语言不受限制的表达能力可能导致相当复杂的集成体系结构,在这种体系结构中,低级语法异构和语义异构可以通过复杂的查询表达式一下子克服。本文探讨了如何使用Web本体语言OWL作为XML数据源之上更抽象的建模层,并通过XML Schema进行描述,在何种程度上使用OWL提供的语义关系将异构数据源映射到通用的全局模式,以及如何使用OWL的推理机制来检查这种映射的一致性。此外,它还引入了OWL的查询语言,作为XQuery的自然扩展,并描述了如何将这些针对全局模式的查询转换为针对原始数据源的XQuery。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
XML data integration with OWL: experiences and challenges
XML has evolved to the format of choice for exposing data over the Web. Together with mature and maturing standards for querying XML (XSLT, XPath, and XQuery) the basic infrastructure for integrating multiple heterogeneous data sources is there. However, the versatility of XML as a data model and the unrestricted expressive power of XML query languages can lead to rather complex integration architectures, where low level syntactic heterogeneities and semantic heterogeneities are overcome all at once by means of complex query expressions. This paper explores how the Web Ontology Language OWL can be used as a more abstract modelling layer on top of XML data sources, described by an XML Schema, to which extent the semantic relationships provided by OWL can be used for mapping heterogeneous data sources to a common global schema, and how the inference mechanisms of OWL can be used to check the consistency of such mappings. Moreover, it introduces a query language for OWL as a natural extension of XQuery, and describes how these queries against a global schema are translated to XQueries against the original data sources.
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