使用修改后的ART对Web页面进行分类

N. Vlajic, H. Card
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引用次数: 16

摘要

本文提出了一种改进的词频/逆文档频率模型和一种改进的自适应共振理论算法,并将其集成到一个自治代理中,以实现快速准确的超文本聚类。该代理已在Java中实现,并在各种Web数据集合上进行了测试。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Categorizing Web pages using modified ART
This paper describes a modified term-frequency/inverse document-frequency model together with a modified adaptive resonance theory algorithm, incorporated into an autonomous agent for rapid and accurate hypertext clustering. The agent has been implemented in Java, and tested on various Web data collections.
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