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Default logic and Dempster-Shafer theory

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Symbolic and Quantitative Approaches to Reasoning and Uncertainty (ECSQARU 1993)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 747))

Abstract

A new version of Reiter's Default Logic is developed which has a number of advantages: it is computationally much simpler and has some more intuitive properties, such as cumulativity. Furthermore, it is shown that this Default Logic is a limiting case of a Dempster-Shafer framework, thereby demonstrating a strong connection between two apparently very different approaches to reasoning with uncertainty, and opening up the possibility of mixing default and numerical rules within the same framework.

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Michael Clarke Rudolf Kruse Serafín Moral

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© 1993 Springer-Verlag Berlin Heidelberg

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Wilson, N. (1993). Default logic and Dempster-Shafer theory. In: Clarke, M., Kruse, R., Moral, S. (eds) Symbolic and Quantitative Approaches to Reasoning and Uncertainty. ECSQARU 1993. Lecture Notes in Computer Science, vol 747. Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0028223

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  • DOI: https://doi.org/10.1007/BFb0028223

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-57395-1

  • Online ISBN: 978-3-540-48130-0

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