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Authors: Mohd Syazwan Abdullah 1 ; Richard Paige 2 ; Ian Benest 2 and Chris Kimble 2

Affiliations: 1 Faculty of Information Technology, Universiti Utara Malaysia; University of York, United Kingdom ; 2 University of York, United Kingdom

Keyword(s): Knowledge engineering, knowledge modelling, knowledge-based system, UML profile.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence and Decision Support Systems ; Enterprise Information Systems ; Verification and Validation of Knowledge-Based Systems

Abstract: Knowledge engineering (KE) activities are essential to the process of building intelligent systems; it conceptual modelling is exploited so that the problem-solving techniques used may be understood. This paper discusses platform independent conceptual modelling of a knowledge intensive application, focusing on knowledge-based systems (actually, a rule-based KBS) in the context of a model-driven architecture (MDA). It emphasises the use of problem-solving methods for developing the knowledge-level models. An extension to the Unified Modeling Language (UML), using its profile extension mechanism, is presented. The profile discussed in this paper has been successfully implemented in the eXecutable Modelling Framework (XMF) – a Meta-Object-Facility (MOF) based UML tool. A case study demonstrates the use of this profile; the prototype is implemented in the Java Expert System Shell (Jess).

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Paper citation in several formats:
Syazwan Abdullah, M.; Paige, R.; Benest, I. and Kimble, C. (2006). KNOWLEDGE ENGINEERING USING THE UML PROFILE - Adopting the Model-Driven Architecture for Knowledge-Based System Development. In Proceedings of the Eighth International Conference on Enterprise Information Systems - Volume 1: ICEIS; ISBN 978-972-8865-42-9; ISSN 2184-4992, SciTePress, pages 74-81. DOI: 10.5220/0002447100740081

@conference{iceis06,
author={Mohd {Syazwan Abdullah}. and Richard Paige. and Ian Benest. and Chris Kimble.},
title={KNOWLEDGE ENGINEERING USING THE UML PROFILE - Adopting the Model-Driven Architecture for Knowledge-Based System Development},
booktitle={Proceedings of the Eighth International Conference on Enterprise Information Systems - Volume 1: ICEIS},
year={2006},
pages={74-81},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002447100740081},
isbn={978-972-8865-42-9},
issn={2184-4992},
}

TY - CONF

JO - Proceedings of the Eighth International Conference on Enterprise Information Systems - Volume 1: ICEIS
TI - KNOWLEDGE ENGINEERING USING THE UML PROFILE - Adopting the Model-Driven Architecture for Knowledge-Based System Development
SN - 978-972-8865-42-9
IS - 2184-4992
AU - Syazwan Abdullah, M.
AU - Paige, R.
AU - Benest, I.
AU - Kimble, C.
PY - 2006
SP - 74
EP - 81
DO - 10.5220/0002447100740081
PB - SciTePress

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