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 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 with outlining the relationship of Knowledge Engineering to Software Engineering, Information Integration and Knowledge Management.
%0 Journal Article
%1 studer98
%A Studer, Rudi
%A Benjamins, Richard R.
%A Fensel, Dieter
%D 1998
%J Data Knowledge Engineering
%K survey knowledge acquisition
%N 1-2
%P 161--197
%T Knowledge Engineering: Principles and Methods
%U http://www.cs.toronto.edu/~nernst/papers/studer98knowledge.pdf
%V 25
%X 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 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 with outlining the relationship of Knowledge Engineering to Software Engineering, Information Integration and Knowledge Management.
@article{studer98,
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 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 with outlining the relationship of Knowledge Engineering to Software Engineering, Information Integration and Knowledge Management.},
added-at = {2006-03-24T16:34:33.000+0100},
author = {Studer, Rudi and Benjamins, Richard R. and Fensel, Dieter},
biburl = {https://www.bibsonomy.org/bibtex/25f5f2584d7313b47172a3eab121d0069/neilernst},
citeseerurl = {studer98knowledge.html},
citeulike-article-id = {121525},
comment = {ontologies capture static knowledge},
description = {sdasda},
interhash = {68b8b754b1eb74a6c5d9313933b61b6a},
intrahash = {5f5f2584d7313b47172a3eab121d0069},
journal = {Data Knowledge Engineering},
keywords = {survey knowledge acquisition},
number = {1-2},
pages = {161--197},
priority = {0},
timestamp = {2006-03-24T16:34:33.000+0100},
title = {Knowledge {E}ngineering: {P}rinciples and {M}ethods},
url = {http://www.cs.toronto.edu/~nernst/papers/studer98knowledge.pdf},
volume = 25,
year = 1998
}