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Hierarchical Approach for Datatype Matching in XML Schemas

机译:XML模式中数据类型匹配的分层方法

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Labels and datatypes are together the most important factors in identifying the best correspondences in matching XML Schemas. Besides label matching, datatype matching is also necessary since XML Schema is designed for datatype definitions for XML documents. We here propose a new approach for matching datatypes by taking into account various kinds of relations between datatypes and the mechanisms of definition for user-defined types. All datatypes in two schemas being matched are put into a global hierarchical structure of inheritance and aggregative relations. We show that our approach is flexible enough to deal with additional built-in datatypes and it matches completely or partially user-defined datatypes. Moreover, the experimental results are also promising with 83% correlation to human ratings and 10% superior to other approach (e.g., Cupid''s), which provides us a firm baseline for the next research phase.
机译:标签和数据类型是识别匹配XML模式中最佳通信的最重要因素。除标签匹配外,还需要数据类型匹配,因为XML Schema专为XML文档的数据类型定义而设计。我们在此提出了一种通过考虑到数据类型之间的各种关系以及用户定义类型的定义机制来提出匹配数据类型的新方法。与匹配的两个模式中的所有数据类型都投入了继承和聚合关系的全局层次结构。我们表明我们的方法足够灵活,可以处理其他内置数据类型,并且它完全或部分用户定义的数据类型匹配。此外,实验结果也有与人类评级的83%相关,10%优于其他方法(例如,丘比特'的),为我们提供了一个坚定的基线,用于下一个研究阶段。

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