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A Rule Backward Chainer for Knowledge Based Systems (Expert Systems)

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Expert Systems in Structural Safety Assessment

Part of the book series: Lecture Notes in Engineering ((LNENG,volume 53))

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Abstract

Production rules are the most common knowledge representation paradigm used in Knowledge Based Systems (KBS). In these notes we will examine the structure of a rule Backward Chainer (BC), a particular rule firing strategy that is the basis for goal-directed search in the Knowledge Base. First, we will describe the recursive nature of a simple BC, without considering uncertainty. Then, we will extend the definition of the BC to a simple representation of uncertainty. Finally we will suggest enhancements for more complex versions of the BC.

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References

  1. C. Forgy and J. McDerrnott. OPS, a domain-independent production system language. In Proc. Fifth Intern. Conf. on Artificial Intelligence, pages 933–939, 1977.

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  2. Lee Brownston, Robert, Elaine Kant, and Nancy Martin. Programming Expert Systems in 0PS5. Addison-Wesley, Reading, Massachusetts, first edition, 1985.

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  3. Inference. ART Reference Manual, 1987. Version 3.0.

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  4. E.H. Shortliffe and B. Buchanan. A Model of Inexact Reasoning in Medicine. Mathematical Biosciences, 23:351–379, 1975.

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© 1989 Springer-Verlag Berlin, Heidelberg

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Bonissone, P.P. (1989). A Rule Backward Chainer for Knowledge Based Systems (Expert Systems). In: Jovanović, A.S., Kussmaul, K.F., Lucia, A.C., Bonissone, P.P. (eds) Expert Systems in Structural Safety Assessment. Lecture Notes in Engineering, vol 53. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-83991-7_4

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  • DOI: https://doi.org/10.1007/978-3-642-83991-7_4

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-51823-5

  • Online ISBN: 978-3-642-83991-7

  • eBook Packages: Springer Book Archive

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