XML文档中不同层次元素顺序的XML路径匹配

Sutheetutt Vacharaskunee, Sarun Intakosum
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引用次数: 5

摘要

XML文档允许文档所有者以自己的格式(元素名称和结构)创建文档。相同的信息可以用几种方式描述。要找到使用不同格式的XML文档之间的相似性,一种方法是路径相似性检测。最近的方法是PathSim。前一种方法可以检测两个XML路径之间的相似率,如果这两个XML路径在彼此具有语义的元素的相同层次结构顺序中。如果XML文档使用不同的元素层次结构顺序,那么这种方法的相似率很低。为了改进之前的方法,引入了PathMatch。PathMatch使用编辑距离算法来查找元素名称之间的语义相似率,使用代价矩阵模型来查找两个XML路径之间的相似率。在结果中,如果这两个XML路径包含彼此具有语义的元素的不同层次结构顺序,那么PathMatch具有比前一种方法更高的相似率。此外,如果两个XML路径包含相同的层次结构顺序,PathMatch具有与前一个相同的相似率。
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XML Path Matching for Different Hierarchy Order of Elements in XML Documents
XML documents allow document owners to create their documents in their own formats (element names and structure). The same information might be described in several ways. To find the similarity between XML documents which use different formats, one method is path similarity detection. The recently approach is PathSim. The previous approach can detect the similarity rate between two XML paths in case those two XML paths are in the same hierarchy order of elements that are semantic with each other. If XML documents use different elements hierarchy order, that approach has a low similarity rate. To improve the previous approach, PathMatch is introduced. PathMatch uses the edit distance algorithm to find the semantic similarity rate between element names and a cost matrix model to find the similarity rate between two XML paths. On the result, PathMatch has a higher similarity rate than the previous approach in case those two XML paths contain a different hierarchy order of elements that are semantic with each other. Moreover, in case two XML paths contain the same hierarchy order, PathMatch has the same similarity rate as the previous one.
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