Abstract
The knowledge-based economy is approaching rapidly, and knowledge management (KM) has disseminated in leaps and bounds in academic circles as well as in the business world. This paper develops a unifying framework to evaluate KM activities for supporting intelligent knowledge-based system (KBS) using web interface, and expert system technology to help inexperienced administrators in insuring the smooth operation of KM performance. This paper makes three important contributions: (1) it proposes an efficient KM Ontology Construction Algorithm to fast conceptualize KM domain concept; (2) it provides a hybrid model used for knowledge acquisition through skeletal concept model and IDEF (Integrated DEFinition function modeling) analysis; and (3) it presents a methodology for using KM ontology in building a unifying framework and evaluation guideline for KM that works well and effective.
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References
Ahn, J.H., Chang, S.G.: Assessing the Contribution of Knowledge to Business Performance: the KP3 Methodology. Decision Support Systems 36, 403–416 (2004)
Alavi, M.: Knowledge Management and Knowledge Management Systems: Conceptual Foundations and Research Issues. MIS Quarterly 25(1), 107–136 (2001)
Chandrasekaran, B., Josepheson, J., Benjamins, V.R.: What are Ontologies, and Why Do We Need Them? IEEE Intelligent Systems 14(1), 20–26 (1999)
Chen, A.P., Chen, M.Y.: Measurement Practices for Knowledge Management: An Option Perspective. In: Pastor, Ó., Falcão e Cunha, J. (eds.) CAiSE 2005. LNCS, vol. 3520, pp. 387–399. Springer, Heidelberg (2005) (accepted to appear)
Fernandez, M.L., Gomez-Perez, A., Juristo, N.: METHONTOLOGY: From Ontological Art Towards Ontological Engineering. In: Workshop on Ontological Engineering, AAAI 1997 Stanford, U.S.A (1997)
Gomez-Perez, A., Fernandez, M.L., De Vicente, A.J.: Towards a Method to Conceptualize Domain Ontologies. In: Workshop on Ontological Engineering (1996)
Kobryn, C.: A Standardization Odyssey. Communications of the ACM 42(10), 29–37 (1999)
Nonaka, I., Takeuchi, H.: The Knowledge Creating Company. Oxford University Press, New York (1995)
Schultze, U., Leidner, D.E.: Studying Knowledge Management in Information Systems Research: Discourses and Theoretical Assumptions. MIS Quarterly 26(3), 213–242 (2002)
Shin, M., Holden, T., Schmidt, R.A.: From Knowledge Theory to Management Practice: Towards an Integrated Approach. Information Processing and Management 37, 335–355 (2001)
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Chen, AP., Chen, MY. (2005). A Unifying Ontology Modeling for Knowledge Management. In: Khosla, R., Howlett, R.J., Jain, L.C. (eds) Knowledge-Based Intelligent Information and Engineering Systems. KES 2005. Lecture Notes in Computer Science(), vol 3681. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11552413_46
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DOI: https://doi.org/10.1007/11552413_46
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-28894-7
Online ISBN: 978-3-540-31983-2
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