Belief Revision: A Critique

  • Nir Friedman*
  • , Joseph Y. Halpern
  • *Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

48 Scopus citations

Abstract

We examine carefully the rationale underlying the approaches to belief change taken in the literature, and highlight what we view as methodological problems. We argue that to study belief change carefully, we must be quite explicit about the "ontology" or scenario underlying the belief change process. This is something that has been missing in previous work, with its focus on postulates. Our analysis shows that we must pay particular attention to two issues that have often been taken for granted: The first is how we model the agent's epistemic state. (Do we use a set of beliefs, or a richer structure, such as an or dering on worlds? And if we use a set of beliefs, in what language are these beliefs are expressed?) We show that even postulates that have been called "beyond controversy" are unreasonable when the agent's beliefs include beliefs about her own epistemic state as well as the external world. The second is the status of observations. (Are observations known to be true, or just believed? In the lat ter case, how firm is the belief?) Is sues regarding the status of observations arise particularly when we consider iterated belief revision, and we must con front the possibility of revising by φ and then by -φ.

Original languageEnglish
Title of host publicationProceedings of the 5th International Conference on Principles of Knowledge Representation and Reasoning, KR 1996
EditorsLuigia Carlucci Aiello, Jon Doyle, Stuart C. Shapiro
PublisherAssociation for the Advancement of Artificial Intelligence
Pages421-431
Number of pages11
ISBN (Electronic)1558604219, 9781558604216
StatePublished - 1996
Externally publishedYes
Event5th International Conference on Principles of Knowledge Representation and Reasoning, KR 1996 - Cambridge, United States
Duration: 5 Nov 19968 Nov 1996

Publication series

NameProceedings of the International Conference on Knowledge Representation and Reasoning
ISSN (Print)2334-1025
ISSN (Electronic)2334-1033

Conference

Conference5th International Conference on Principles of Knowledge Representation and Reasoning, KR 1996
Country/TerritoryUnited States
CityCambridge
Period5/11/968/11/96

Bibliographical note

Publisher Copyright:
Copyright © 1996 by Morgan Kaufmann Publishers, Inc. All rights reserved.

Fingerprint

Dive into the research topics of 'Belief Revision: A Critique'. Together they form a unique fingerprint.

Cite this