提取XML关联规则的工具

14th IEEE International Conference on Tools with Artificial Intelligence, 2002. (ICTAI 2002). Proceedings. Pub Date : 2002-11-04 DOI:10.1109/TAI.2002.1180788

Daniele Braga, A. Campi, S. Ceri, M. Klemettinen, P. Lanzi

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引用次数: 38

摘要

最近XML作为表示半结构化数据的标准取得了成功，并且可用XML数据的数量不断增加，这对数据挖掘社区提出了新的挑战。在本文中，我们介绍了XMINE操作符，这是一种为提取XML文档的XML关联规则而开发的工具。该操作符基于XPath并受到XQuery语法的启发，它允许我们紧凑而直观地表达复杂的挖掘任务。XMINE可用于在数据的内容和结构上指定无关的(和同时的)挖掘任务，因为XML中的区别很小。

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A tool for extracting XML association rules

The recent success of XML as a standard to represent semi-structured data, and the increasing amount of available XML data pose new challenges to the data mining community. In this paper we present the XMINE operator, a tool developed to extract XML association rules for XML documents. The operator, based on XPath and inspired by the syntax of XQuery, allows us to express complex mining tasks, compactly and intuitively. XMINE can be used to specify indifferently (and simultaneously) mining tasks both on the content and on the structure of the data, since the distinction in XML is slight.

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14th IEEE International Conference on Tools with Artificial Intelligence, 2002. (ICTAI 2002). Proceedings.

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