Formal Knowledge Engineering Methods for Knowledge Discovery

Satheesh Ramachandran
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Satheesh Ramachandran: Knowledge Based Systems, Inc., USA

Journal of Information & Knowledge Management (JIKM), 2002, vol. 01, issue 02, 141-154

Abstract: This paper presents a framework for the integrated use of formalknowledge engineeringmethods and data mining basedknowledge discoverymethods. Knowledge is a key enterprise asset, and organizations are adopting both knowledge engineering and knowledge discovery paradigms for better knowledge management and enhanced decision support capability. Although there exists a useful interdependence between these endeavors, not much effort has been focused on using the full potential of one for the other. This paper presents a framework for the integrated use of established formal knowledge engineering methods and knowledge discovery processes with the ultimate intent of better managing the enterprise knowledge life cycle. It provides a brief overview of the knowledge discovery processes, and introduces a class of formal knowledge engineering methods and the perceived role of these methods in supporting the integration between the two worlds of knowledge discovery and knowledge engineering.

Keywords: Knowledge engineering; Knowledge discovery; Knowledge management; Data mining (search for similar items in EconPapers)
Date: 2002
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DOI: 10.1142/S0219649202000455

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