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METHOD FOR EXTRACTING ASSOCIATION RULE FROM XML DATA

机译:从XML数据中提取关联规则的方法

摘要

A method for extracting an association rule from XML(eXtensible Markup Language) data is provided to extract the association rule effectively with a reduced calculating quantity, a performance time and an efficient mode by extracting the frequent sub-tree from XML documents based on a newly designed cross filtering algorithm. An XML set or a tree set is converted into a pair set by generating the pair set while visiting all trees of the tree set one by one in a DFS(Depth First Search) mode, and adding an ID of a visited tree to a tree ID list corresponding to a key when a key of the visited node is found in the pair set of a corresponding depth while visiting all nodes from a root node in the DFS mode. The sub-tree frequently generated in the pair set is found by using the cross filtering algorithm. The association rule is extracted from the frequent set of the pair set after cross filtering.
机译:提供了一种从XML(可扩展标记语言)数据中提取关联规则的方法,该方法通过基于XML的新的频繁子树从XML文档中提取频繁子树,从而以减少的计算量,执行时间和高效的方式有效地提取了关联规则。设计的交叉过滤算法。通过在DFS(深度优先搜索)模式下逐一访问树集的所有树并生成访问树的ID并将树的ID添加到树中,可以将XML集或树集转换为对集。当在DFS模式下从根节点访问所有节点时,在相应深度的对集中找到访问节点的密钥时,对应于密钥的ID列表。通过使用交叉过滤算法,可以找到在配对集中频繁生成的子树。关联规则是从交叉过滤后的对集合的频繁集合中提取的。

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