THE DEVELOPMENT OF A KNOWLEDGE SYSTEM FOR ISO 9001 QUALITY MANAGEMENT
Li-Yen Shue, Sheng-Tun Li, Hsun-Cheng Hu
2004
Abstract
Many researchers in knowledge management point out that the first step toward knowledge management is the management of documents. However, the complexity imbedded in some documents could present great difficulty for most methodologies to deal with. The knowledge content for building an excellent quality management system that complies with ISO 9001 falls into this category; this knowledge is characterized by multi-dimensionality and knowledge embedment through various procedures and forms. We applied Ontology, which is a new approach in AI for better presenting knowledge structure of a domain, to develop a system structure that will facilitate the development of a knowledge-based ISO 9001 quality management system. We use the real case of a Taiwanese chemical company that has a total of 175 ISO manuals to refer to when needed. This system is built with Protégé 2000 as the knowledge platform, and we follow the development process recommended by Ontology Engineering of Toronto Virtual Enterprise. One main feature of the system is its capability of understanding the semantic of documents, which is a vital part of the inference mechanism in answering user’s queries.
References
- M. Uschold & M. Gruninger, June 1996, “Ontologies: Principles, Methods and Application”, Knowledge Engineering Review, Vol. 11, No. 2.
- J. H. Gennari, et. al., 2003, “The evolution of Protégé: an environment for knowledge-based Systems Development,” Int. J. Human-Computer Studies, Bol 58, pp. 89-123.
- N. F. Noy, M. Sintek, S. Decker, M. Crubézy, R. W. Fergerson, and M. A. Musen, March/April 2001, “Creating Semantic Web Contents with Protégé- 2000”, IEEE Intelligent Systems, Vol. 16, No. 2, pp. 60-71.
- W.E. Grosso, H. Eriksson, R. W. Fergerson, J. H. Gennari, S.W. Tu and M.A. Musen, 1999, “Knowledge Modeling at the Millennium: The Design and Evolution of Protg-2000”, SMI Technical Report, SMI-1999-0801.
- Uschold, M. and King, M., 1995. “Towards a Methodology for Building Ontologies”, Workshop on Basic Ontological Issues in Knowledge Sharing.
- Gruninger, M., and Fox, M.S., 1995 "Methodology for the Design and Evaluation of Ontologies", Workshop on Basic Ontological Issues in Knowledge Sharing, IJCAI-95, Montreal.
- Kim, Henry M. and Fox, Mark S., 2002 "Using Enterprise Reference Models for Automated ISO 9000 Compliance Evaluation", Proceedings of the 35th Hawaii International Conference on Systems Science (HICSS-35 7802), USA.
- Kim, Henry M., 2002 "XMLhoo!: A Prototype Application for Intelligent Query of XML Documents using Domain-Specific Ontologies", Proceedings of the 35th Hawaii International Conference on Systems Science (HICSS-35 7802), USA.
- Kim, H.M., Fox, M.S., and Gruninger, M., (1999), "An ontology for quality management - enabling quality problem identification and tracing", BT Technology Journal, Vol. 17, No. 4, pp. 131-140.
- Fernandez Lopez, M., August 2, 1999. “Overview of Methodologies for Building Ontologies”, Proceedings of the IJCAI-99 workshop on Ontologies and Problem-Solving Methods (KRR5), Stockholm, Sweden.
- D. L. Goetsch, and S. B. Davis, 1998Understanding and Implementing ISO 9000 and ISO Standards, PrenticeHall, USA.
- C. S. Hou, N. F. Noy and M. A. Musen, 2002, “ A Template Based Approach Toward Acquisition of Logical Sentences”, Proceedings of the Conference on Intelligent Information Processing (IIP-2002), pp. 77- 89, Canada
Paper Citation
in Harvard Style
Shue L., Li S. and Hu H. (2004). THE DEVELOPMENT OF A KNOWLEDGE SYSTEM FOR ISO 9001 QUALITY MANAGEMENT . In Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 2: ICEIS, ISBN 972-8865-00-7, pages 262-268. DOI: 10.5220/0002627402620268
in Bibtex Style
@conference{iceis04,
author={Li-Yen Shue and Sheng-Tun Li and Hsun-Cheng Hu},
title={THE DEVELOPMENT OF A KNOWLEDGE SYSTEM FOR ISO 9001 QUALITY MANAGEMENT},
booktitle={Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 2: ICEIS,},
year={2004},
pages={262-268},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002627402620268},
isbn={972-8865-00-7},
}
in EndNote Style
TY - CONF
JO - Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 2: ICEIS,
TI - THE DEVELOPMENT OF A KNOWLEDGE SYSTEM FOR ISO 9001 QUALITY MANAGEMENT
SN - 972-8865-00-7
AU - Shue L.
AU - Li S.
AU - Hu H.
PY - 2004
SP - 262
EP - 268
DO - 10.5220/0002627402620268