Advanced Search
CS Search Google Search
Subscribers, please login

Published Articles >> Table of Contents >> Abstract

Publication Home Page
February 1992 (Vol. 7, No. 1)   pp. 4-12
Expert Systems and Tools: Myths and Realities

Full Article Text: Download PDF of full textBuy this articleGet full text from IEEE Xplore

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/64.120683
Send link to a friend

Abstract
The author examines and refutes seven common beliefs regarding expert systems tools. His arguments are based on several studies that used a variety of tools to build both real-world and synthetic systems. The misconceptions addressed add to the difficulty of selecting a tool to meet the requirements of a specific application.
References
[1] W. Mettrey, "A Comparative Evaluation of Expert-System Tools,"Computer, Vol. 24, No. 2, Feb. 1991, pp. 19-31.
[2] W. Mettrey, "An Assessment of Tools for Building Large Knowledge-Based Systems,"AI Magazine, Vol. 8, No. 4, Winter 1987, pp. 81-89.
[3] A. Gupta,Parallelism in Production Systems, Morgan Kaufmann, Palo Alto, Calif., 1987.
[4] C. Forgy, "Rete: A Fast Algorithm for the Many-Pattern/Many-Object Pattern-Match Problem,"Artificial Intelligence, Vol. 19, No. 1, Sept. 1982, pp. 7-37.
[5] G.D. Riley, "Timing Tests of Expert-System-Building Tools," US Gov't Memo. FM7(86-51), Lyndon B. Johnson Space Center, National Aeronautics and Space Administration, Houston, Texas, 1986.
[6] W. Mettrey, "Evaluation of AI Languages and Knowledge-Engineering Environments," tech. report, Northern Telecom, Research Triangle Park, N.C., 1988.
[7] D. Miranker, "Treat: A Better Match Algorithm for AI Production Systems,"Proc. Sixth Nat'l Conf. Artificial Intelligence, MIT Press, Cambridge, Mass., 1987, pp. 42-47.
[8] R. Fikes and T. Kehler, "The role of frame-based representation in reasoning,"Commun. ACM, vol. 28, pp. 904-920, Sept. 1985.
[9] M. Stefik and D. G. Babrow, "Object-oriented programming: Themes and variations,"AI Mag., vol. 6, no. 4, pp. 40-62, Dec. 1985.
[10] V. Barker and D. O'Connor, "Expert Systems for Configuration at Digital: Xcon and Beyond,"Comm. ACM, Vol. 32, No. 4, March 1989, pp. 298-318.
[11] D. Lenat et al., "Cyc: Toward Programs with Common Sense,"Comm. ACM, Vol. 33, No. 8, Nov. 1990, pp. 30-49.
[12] M. Brodie and J. Mylopoulos, eds.,On Knowledge Base Management Systems, Springer-Verlag, New York, N.Y., 1986.
[13] M.H. Richer, "An Evaluation of Expert-System-Development Tools,"Expert Systems, Vol. 3, No. 3, July 1986, pp. 166-182.
[14] W. Clancey, "Heuristic Classification,"Artificial Intelligence, Vol. 27, 1985, pp. 289-350.
[15] B. Chandrasekaran, "Generic Tasks in Knowledge-Based Reasoning: High-Level Building Blocks for Expert-System Design,"IEEE Expert, Vol. 1, No. 3, Fall 1986, pp. 23-30.
[16] T. Bylander and S. Mittal, "CSRL: A language for classificatory problem solving and uncertainty handling,"AI Mag., vol. 7, no. 3, pp. 66-77, Aug. 1986.
[17] D.C. Brown and B. Chandrasekaran,Design Problem Solving: Knowledge Structures and Control Strategies, Morgan Kaufmann, San Mateo, Calif., 1989.
[18] L. Eshelman and J. McDermott, "Mole: A Knowledge-Acquisition Tool that Uses Its Head,"Proc. Fifth Nat'l Conf. Artificial Intelligence, MIT Press, Cambridge, Mass., 1986, pp. 950-955.
[19] S. Marcus and J. McDermott, "SALT: A knowledge acquisition language for propose-and-revise systems,"Artif. Intell., vol. 39, no. 11, pp. 1-37.
[20] J. McDermott, "Preliminary Steps Toward a Taxonomy of Problem-Solving Methods," inAutomating Knowledge Acquisition for Expert Systems, S. Marcus, ed., Kluwer Academic Publishers, Norwell, Mass., 1988, pp. 225-266.
Additional Information

Citation:  W. Mettrey, "Expert Systems and Tools: Myths and Realities," IEEE Expert: Intelligent Systems and Their Applications, vol. 07,  no. 1,  pp. 4-12,  Feb.,  1992

RSS Feed

Similar Articles

Abstract Contents
Abstract
References
Citation




Free access to

  • Abstracts
  • Selected PDFs

Electronic subscribers login to:

  • Access HTML/PDFs of full text articles

Subscription information

Get a Web account

PDFs require Adobe Acrobat Reader.

Peer Review Notice

Give us Feedback