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An analysis of various forms of ‘jumping to conclusions’

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Book cover Analogical and Inductive Inference (AII 1992)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 642))

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Abstract

In this paper, we discuss and relate characterisations of different forms of ‘jumping to conclusions’: Kraus, Lehmann & Magidor's analysis of plausible reasoning, the present author's characterisation of inductive reasoning, Zadrozny's account of abductive reasoning, and Gärdenfors' theory of belief revision. Our main claims are that (i) inductive reasoning can be characterised in a way similar to plausible reasoning; (ii) inductive and abductive reasoning are special cases of explanatory reasoning; and (iii) there are strong relations between belief revision and explanatory reasoning. The ultimate goal of this research is a general account of jumping to conclusions.

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Klaus P. Jantke

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© 1992 Springer-Verlag Berlin Heidelberg

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Flach, P.A. (1992). An analysis of various forms of ‘jumping to conclusions’. In: Jantke, K.P. (eds) Analogical and Inductive Inference. AII 1992. Lecture Notes in Computer Science, vol 642. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-56004-1_12

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  • DOI: https://doi.org/10.1007/3-540-56004-1_12

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-56004-3

  • Online ISBN: 978-3-540-47339-8

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