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Index-based approximate XML joins

机译:基于索引的近似XML连接

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摘要

XML data integration tools are facing a variety of challenges for their efficient and effective operation. Among these is the requirement to handle a variety of inconsistencies or mistakes present in the data sets. We study the problem of integrating XML data sources through index assisted join operations, using notions of approximate match in the structure and content of XML documents as the join predicate. We show how a well known and widely deployed index structure, namely the R-tree, can be adopted to improve the performance of such operations. We propose novel search and join algorithms for R-trees adopted to index XML document collections. We also propose novel optimization objectives for R-tree construction, making R-trees better suited for this application.
机译:XML数据集成工具的高效和有效操作面临着各种各样的挑战。其中一项要求是处理数据集中存在的各种不一致或错误。我们使用XML文档的结构和内容中的近似匹配概念作为连接谓词,研究了通过索引辅助连接操作集成XML数据源的问题。我们展示了如何采用众所周知且广泛部署的索引结构(即R树)来提高此类操作的性能。我们为R树提出了新颖的搜索和连接算法,以对XML文档集合进行索引。我们还为R树的构建提出了新颖的优化目标,使R树更适合于此应用程序。

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