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Engineering intelligent systems on the knowledge formalization continuum
Abstract In spite of their industrial success, the In spite of their industrial success, the development of intelligent systems is still a complex and risky task. When building intelligent systems, we see that domain knowledge is often present at different levels of formalization-ranging from text documents to explicit rules. In this paper, we describe the knowledge formalization continuum as a metaphor to help domain specialists during the knowledge acquisition phase. To make use of the knowledge formalization continuum, the agile use of knowledge representations within a knowledge engineering project is proposed, as well as transitions between the different representations, when required. We show that a semantic wiki is a flexible tool for engineering knowledge on the knowledge formalization continuum. Case studies are taken from one industrial and one academic project, and they illustrate the applicability and benefits of semantic wikis in combination with the knowledge formalization continuum.ith the knowledge formalization continuum.
Abstractsub In spite of their industrial success, the In spite of their industrial success, the development of intelligent systems is still a complex and risky task. When building intelligent systems, we see that domain knowledge is often present at different levels of formalization-ranging from text documents to explicit rules. In this paper, we describe the knowledge formalization continuum as a metaphor to help domain specialists during the knowledge acquisition phase. To make use of the knowledge formalization continuum, the agile use of knowledge representations within a knowledge engineering project is proposed, as well as transitions between the different representations, when required. We show that a semantic wiki is a flexible tool for engineering knowledge on the knowledge formalization continuum. Case studies are taken from one industrial and one academic project, and they illustrate the applicability and benefits of semantic wikis in combination with the knowledge formalization continuum.ith the knowledge formalization continuum.
Bibtextype article  +
Doi 10.2478/v10006-011-0002-5  +
Has author Joachim Baumeister + , Jochen Reutelshoefer + , Frank Puppe +
Has extra keyword Academic projects + , Building intelligent systems + , Domain knowledge + , Engineering knowledge + , Flexible tool + , Semantic wiki + , Semantic Wikis + , Text document + , Engineering + , Intelligent buildings + , Intelligent systems + , Knowledge representation + , Mergers and acquisitions + , Semantics + , Knowledge acquisition +
Has keyword Knowledge acquisition + , Knowledge engineering + , Semantic wiki +
Issn 1641876X  +
Issue 1  +
Language English +
Number of citations by publication 0  +
Number of references by publication 0  +
Pages 27–39  +
Published in International Journal of Applied Mathematics and Computer Science +
Title Engineering intelligent systems on the knowledge formalization continuum +
Type journal article  +
Volume 21  +
Year 2011 +
Creation dateThis property is a special property in this wiki. 7 November 2014 13:53:25  +
Categories Publications without license parameter  + , Publications without remote mirror parameter  + , Publications without archive mirror parameter  + , Publications without paywall mirror parameter  + , Journal articles  + , Publications without references parameter  + , Publications  +
Modification dateThis property is a special property in this wiki. 7 November 2014 13:53:25  +
DateThis property is a special property in this wiki. 2011  +
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