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 language | English |
|---|---|
| Title of host publication | Proceedings of the 5th International Conference on Principles of Knowledge Representation and Reasoning, KR 1996 |
| Editors | Luigia Carlucci Aiello, Jon Doyle, Stuart C. Shapiro |
| Publisher | Association for the Advancement of Artificial Intelligence |
| Pages | 421-431 |
| Number of pages | 11 |
| ISBN (Electronic) | 1558604219, 9781558604216 |
| State | Published - 1996 |
| Externally published | Yes |
| Event | 5th International Conference on Principles of Knowledge Representation and Reasoning, KR 1996 - Cambridge, United States Duration: 5 Nov 1996 → 8 Nov 1996 |
Publication series
| Name | Proceedings of the International Conference on Knowledge Representation and Reasoning |
|---|---|
| ISSN (Print) | 2334-1025 |
| ISSN (Electronic) | 2334-1033 |
Conference
| Conference | 5th International Conference on Principles of Knowledge Representation and Reasoning, KR 1996 |
|---|---|
| Country/Territory | United States |
| City | Cambridge |
| Period | 5/11/96 → 8/11/96 |
Bibliographical note
Publisher Copyright:Copyright © 1996 by Morgan Kaufmann Publishers, Inc. All rights reserved.
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