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Knowledge engineer

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This article is about practitioners in a field. For information about the field itself, see Knowledge engineering.

A knowledge engineer integrates knowledge into computer systems in order to solve complex problems normally requiring a high level of human expertise.

Overview

Often, knowledge engineers are employed to translate the information elicited from domain experts into terms which cannot be easily communicated by the highly technalized domain expert (ESDG 2000).

Knowledge engineers interpret and organize information on how to make systems decisions (Aylett & Doniat 2002).

The term "knowledge engineer" first appeared in the 1980s in the first wave of commercialization of AI – the purpose of the job is to work with a client who wants an expert system created for them or their business.

Validation and verification

Knowledge engineers are involved with validation and verification.

Validation is the process of ensuring that something is correct or conforms to a certain standard. A knowledge engineer is required to carry out data collection and data entry, but they must use validation in order to ensure that the data they collect, and then enter into their systems, fall within the accepted boundaries of the application collecting the data.

It is important that a knowledge engineer incorporates validation procedures into their systems within the program code. After the knowledge-based system is constructed, it can be maintained by the domain expert (Bultman, Kuipers & van Harmelen 2000).

References

  • Aylett, Ruth; Doniat, Christophe (2002), Supporting the Domain expert in planning domain construction, University of Huddersfield, archived from the original (PDF) on 18 June 2009, retrieved 18 June 2009 — composed in conjunction with the AIPS-2002 Workshop on Knowledge Engineering Tools and Techniques for AI Planning
  • Bultman, Arne; Kuipers, Joris; van Harmelen, Frank (2000), "Maintenance of KBS's by Domain Experts: The Holy Grail in Practice" (PDF), in Logananthara, R.; Palm, G.; Ali, M. (eds.), Thirtheenth International Conference on Industrial & Engineering Applications of Artificial Intelligence & Expert Systems IEA/AIE'00, Lecture Notes in Artificial Intelligence, vol. 1821, Heidelberg: Springer Verlag, ISBN 978-3-540-67689-8
  • ESDG (2000), Information on Expert Systems, Pennsylvania State University, archived from the original on 15 January 2006, retrieved 18 June 2009
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