An Overview of Issues in Developing Industrial Data Mining and Knowledge Discovery Applications

Gregory Piatetsky-Shapiro, Ron Brachman, Tom Khabaza, Willi Kloesgen, Evangelos Simoudis

This paper surveys the growing number of industrial applications of data mining and knowledge discovery. We look at the existing tools, describe some representative applications, and discuss the major issues and problems for building and deploying successful applications and their adoption by business users. Finally, we examine how to assess the potential of a knowledge discovery application.

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