利用智能代理进行知识发现

Earl Stahl
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引用次数: 3

摘要

仅给出摘要形式,内容大致如下。比较和对比目前用作“数据挖掘”和知识发现方法的替代方法。具体来说,作者着重于使用智能代理来挖掘重要的关系和模式,以及知识归纳作为快速准确发现重要信息的基础的价值。从一个关于智能代理架构如何适应当前n层网络基础设施的快速教程开始,作者详细讨论了如何构建代表支持研究和发现工作的重要关系的代理网络或拓扑。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Employing intelligent agents for knowledge discovery
Summary form only given, substantially as follows. Compares and contrasts alternative approaches currently in use as methodologies for 'data mining' and knowledge discovery. Specifically, the author focuses on the use of intelligent agents for mining important relationships and patterns, as well as the value of knowledge induction as a basis for quick and accurate discovery of vital information. Beginning with a quick tutorial on how intelligent agent architectures fit within the current n-tier network infrastructure, the author discusses in detail how to build a network or topology of agents representing the important relationships that support the research and discovery efforts.
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