Knowledge Engineering: Principles and Methods

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Knowledge Engineering: Principles and Methods (1998)

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by Rudi Studer , V. Richard Benjamins , Dieter Fensel

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367 - 6 self

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@MISC{Studer98knowledgeengineering:,
    author = {Rudi Studer and V. Richard Benjamins and Dieter Fensel},
    title = {Knowledge Engineering: Principles and Methods},
    year = {1998}
}

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Abstract

This paper gives an overview about the development of the field of Knowledge Engineering over the last 15 years. We discuss the paradigm shift from a transfer view to a modeling view and describe two approaches which considerably shaped research in Knowledge Engineering: Role-limiting Methods and Generic Tasks. To illustrate various concepts and methods which evolved in the last years we describe three modeling frameworks: CommonKADS, MIKE, and PROTG-II. This description is supplemented by discussing some important methodological developments in more detail: specification languages for knowledge-based systems, problem-solving methods, and ontologies. We conclude with outlining the relationship of Knowledge Engineering to Software Engineering, Information Integration and Knowledge Management.

Keyphrases

knowledge engineering modeling view software engineering important methodological development knowledge management paradigm shift various concept transfer view information integration generic task role-limiting method last year knowledge-based system specification language problem-solving method

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