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Management of Uncertainty in Knowledge Representation and Inference

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Part of the book series: Advances in Spatial Science ((ADVSPATIAL))

Abstract

In any inference, a certain amount of uncertainty is involved. In this Chapter, I do not intend to discuss the fine details of the philosophical arguments about uncertainty (for some detailed breakdowns of uncertainty, see for example Graham and Jones, 1988; Klir and Folger, 1988; Smithson, 1989). I, however, concentrate on the management of two major types of uncertainty in knowledge representation and inference. They are uncertainty due to randomness and uncertainty due to imprecision (see Leung, 1988a, Chapter 2, for a discussion).

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© 1997 Springer-Verlag Berlin

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Leung, Y. (1997). Management of Uncertainty in Knowledge Representation and Inference. In: Intelligent Spatial Decision Support Systems. Advances in Spatial Science. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-60714-1_4

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  • DOI: https://doi.org/10.1007/978-3-642-60714-1_4

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-64521-1

  • Online ISBN: 978-3-642-60714-1

  • eBook Packages: Springer Book Archive

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