Abstract
For a nuclear recycling process an analysis management system (CAA) is described that generates analysis plans in accordance to analysis task, process phase, operational mode, lab organization, and available analysis operators.
These process and analysis properties are represented as explicit and orthogonal models.
An explanation-based generalization mechanism, residing on some qualitative knowledge about chemistry and chemical analysis in particular, allows for the semi-automatical incorporation of generalized versions of an expert’s corrections of CAA’s analysis plans.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
CAA (1986). Model-Based Chemical Analysis Assistant and Interactive Learner. SYNERGTECH Technical Report SY-TR-2/86, Munich, FRG
Davis R. (1982). Teiresias: Application of Meta-Level Knowledge. in: Davis R., and Lenat D. B. (1982).Knowledge-Based Systems in Artificial Intelligence. McGraw-Hill, New York et al.
Davis R. (1982). Reasoning from First Principles in Electronic Troubleshooting. in:Coombs M. J. (ed.) (1984). Developments in Expertsystems. Academic Press, London et al., pp. 1
Jaeschke A., Konrad W., Orth H., Tjandra O., Uhlik C. (1987). CAA - a Model-Based Advisory System for Analysis Management in Chemical Processes. 7th Intl. Workshop on Expertsystems and their Applications, Avignon, France, May 13-15, pp. 353 - 369
Mahadevan S. (1985). Verification-Based Learning: A Generalization Strategy for Inferring Problem-Reduction Methods; UCAI ’85, pp. 616
Mitchell T. M. (1979). Version Spaces: An Approach to Concept Learning. Ph. D. dissertation, Stanford University, Stanford CS report STAN-CS-78-711, HPP-79-2
Mitchell T. M., Mahadevan, S., and Steinberg L. I. (1985). LEAP: A Learning Apprentice for VLSI Design, UCAI ’85, pp. 573
Mitchell T. M., Keller R. M., and Kedar-Cabelli S. T. (1986). Explanation-Based Generalization: A Unifying View. Machine Learning, vol. 1, no. 1, pp. 47
Neches R., Swartout W. R., and Moore J. (1985). Explainable (and Maintainable) Expert Systems. IJCAI ’85, pp. 382
Swartout W. R. (1983). XPLAIN: a System for Creating and Explaining Expert Consulting Programs. Artificial Intelligence, vol. 21, pp. 285
Thompson C. W., Kolts J., and Ross K., M. (1985). A Toolkit for Building ‘Menu-Based Natural Language’ Interfaces. ACM Ann. Conf., Denver, Colorado, pp. 318
Woods D. D. (1986). Paradigms for Intelligent Decision Support. in: Hollnagel E., Mancini G.,and Woods D. D. (eds) (1986). Intelligent Decision Support in Process Environments, Berlin et al.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 1987 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Konrad, W., Jaeschke, A., Orth, H., Tjandra, O. (1987). Guiding the Maintenance of a Model-Based Advisory System by Explanation-based Learning. In: Morik, K. (eds) GWAI-87 11th German Workshop on Artifical Intelligence. Informatik-Fachberichte, vol 152. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-73005-4_17
Download citation
DOI: https://doi.org/10.1007/978-3-642-73005-4_17
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-18388-4
Online ISBN: 978-3-642-73005-4
eBook Packages: Springer Book Archive