支持用于企业数据治理的语义SPARQL查询的联合模型

Antonio Corradi, L. Foschini, Alessandro Zanni, Mirco Casoni, S. Monti, Francesco Sprotetto
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引用次数: 1

摘要

由于异构、分布式数据源的集成,大型复杂组织中的数据治理和联合带来了不小的挑战。语义Web及其事实上的标准查询语言SPARQL已被证明是定义和搜索Web上任何类型内容的语义的关键,因此可以轻松地让内容客户端发现不同数据之间的隐藏关系。然而,当前SPARQL对Data Federation的支持相当有限,这使得它在实际场景中不切实际。我们的工作为数据联合提出了一个开放和自治的平台,它克服了传统SPARQL的限制,并为大型组织中的数据治理开辟了前所未有的机会。
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A federation model to support semantic SPARQL queries for enterprise data governance
Data Governance and Federation in large complex organizations poses non-trivial challenges due to the integration of heterogeneous, distributed data sources. Semantic Web, and its de-facto standard query language — SPARQL — have proven to be key in defining and searching semantic over any sort of content on the Web, thus easily letting content clients discover hidden relationships among disparate data. However, current SPARQL support of Data Federation is fairly limited, making it impractical for real-world scenarios. Our work proposes an open and autonomous platform for Data Federation that overcome traditional SPARQL limitations and opens up unprecedented opportunities for Data Governance in large organizations.
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