Knowledge Discovery and Data Mining: Towards a Unifying Framework.

Usama M. Fayyad,Gregory Piatetsky-Shapiro,Padhraic Smyth

ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)（1996）CCF A

被引用2067|浏览154

摘要

This paper presents a first step towards a unifying framework for Knowledge Discovery in Databases. We describe links between data mining, knowledge discovery, and other related fields. We then define the KDD process and basic data mining algorithms, discuss application issues and conclude with an analysis of challenges facing practitioners in the field.

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关键词

Knowledge Discovery,Knowledge Reduction

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