This paper gives an overview of 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 recent years we describe three modeling frameworks: CommonKADS, MIKE and PROTÉGÉ-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 by outlining the relationship of Knowledge Engineering to Software Engineering, Information Integration and Knowledge Management.
Description
ScienceDirect - Data & Knowledge Engineering : Knowledge engineering: Principles and methods
%0 Journal Article
%1 Studer1998Knowledge
%A Studer, Rudi
%A Benjamins, V. Richard
%A Fensel, Dieter
%D 1998
%J Data & Knowledge Engineering
%K ontologies
%N 1-2
%P 161 - 197
%R 10.1016/S0169-023X(97)00056-6
%T Knowledge Engineering: Principles and Methods
%U http://www.sciencedirect.com/science/article/B6TYX-3SYXJ6S-G/2/67ea511f5600d90a74999a9fef47ac98
%V 25
%X This paper gives an overview of 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 recent years we describe three modeling frameworks: CommonKADS, MIKE and PROTÉGÉ-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 by outlining the relationship of Knowledge Engineering to Software Engineering, Information Integration and Knowledge Management.
@article{Studer1998Knowledge,
abstract = {This paper gives an overview of 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 recent years we describe three modeling frameworks: CommonKADS, MIKE and PROTÉGÉ-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 by outlining the relationship of Knowledge Engineering to Software Engineering, Information Integration and Knowledge Management.},
added-at = {2010-07-29T11:51:03.000+0200},
author = {Studer, Rudi and Benjamins, V. Richard and Fensel, Dieter},
biburl = {https://www.bibsonomy.org/bibtex/2dd327bf881b84de8605b2b9d7b4caa53/casi},
description = {ScienceDirect - Data & Knowledge Engineering : Knowledge engineering: Principles and methods},
doi = {10.1016/S0169-023X(97)00056-6},
interhash = {33e4c4d50a02d9f20de9be914fc6c81c},
intrahash = {dd327bf881b84de8605b2b9d7b4caa53},
issn = {0169-023X},
journal = {Data \& Knowledge Engineering},
keywords = {ontologies},
number = {1-2},
pages = {161 - 197},
timestamp = {2010-07-29T11:51:03.000+0200},
title = {Knowledge Engineering: Principles and Methods},
url = {http://www.sciencedirect.com/science/article/B6TYX-3SYXJ6S-G/2/67ea511f5600d90a74999a9fef47ac98},
volume = 25,
year = 1998
}