Skip to main content

Belief as a Simplification of Probability, and What This Entails

  • Chapter
  • First Online:
Johan van Benthem on Logic and Information Dynamics

Part of the book series: Outstanding Contributions to Logic ((OCTR,volume 5))

Abstract

There are concepts of belief on different scales of measurement. In particular, it is common practice to ascribe beliefs to a person both in terms of a categorical (all-or-nothing) concept of belief and in terms of a numerical concept of degree of belief; the formal structure of categorical belief being the subject of doxastic logic, the formal structure of degrees of belief being the topic of subjective probability theory. How do these two kinds of belief relate to each other? We derive an answer to this question from one basic norm: rational categorical belief ought to be a simplified version of subjective probability, where the corresponding concept of simplification can be made mathematically precise in terms of minimizing sums of errors of the result of approximating the probability of a proposition by means of belief or disbelief in the proposition. As it turns out, essentially (glossing over a couple of details) the answer to our question is: a rational person’s set of doxastically accessible worlds must have a stably high probability with respect the person’s subjective probability measure.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Hardcover Book
USD 219.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Notes

  1. 1.

    In a different paper (H. Leitgeb, unpublished [5]), we approximate subjective probability in terms of plausibility orders of possible worlds, that is, by belief on an ordinal scale; in this way, also the dynamical aspects of belief can be taken into account. (The method of approximating probability by belief in Leitgeb, unpublished, is completely different from the one that will be employed in the next section.) Unfortunately, we will not be able to deal with this in the present chapter—sorry for remaining on the static side here, Johan!

References

  1. Benferhat S, Dubois D, Prade H (1997) Possibilistic and standard probabilistic semantics of conditional knowledge. J Logic Comput 9:873–895

    Article  Google Scholar 

  2. Hempel Carl G (1962) Deductive-nomological versus statistical explanation. In: Feigl H, Maxwell G (eds) Minnesota studies in the philosophy of science III. University of Minnesota Press, Minneapolis

    Google Scholar 

  3. Leitgeb H (2013) Reducing belief simpliciter to degrees of belief. Ann Pure and Appl Logic 164:1338–1389

    Google Scholar 

  4. Leitgeb H (2014) The stability theory of belief. Philos Rev 123(2):131–171

    Google Scholar 

  5. Leitgeb H (Unpublished) On the best approximation of probability by belief

    Google Scholar 

  6. Levi I (1967) Gambling with the truth. An essay on induction and the aims of science. MIT, Cambridge

    Google Scholar 

  7. Skyrms B (1977) Resiliency, propensities, and causal necessity. J Philos 74(11):704–713

    Article  Google Scholar 

  8. Snow P (1998) Is intelligent belief really beyond logic? In: Proceedings of the eleventh international Florida artificial intelligence research society conference. American Association for Artificial Intelligence, pp 430–434

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Hannes Leitgeb .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2014 Springer International Publishing Switzerland

About this chapter

Cite this chapter

Leitgeb, H. (2014). Belief as a Simplification of Probability, and What This Entails. In: Baltag, A., Smets, S. (eds) Johan van Benthem on Logic and Information Dynamics. Outstanding Contributions to Logic, vol 5. Springer, Cham. https://doi.org/10.1007/978-3-319-06025-5_14

Download citation

Publish with us

Policies and ethics