On the Logic of Theory Base Change: Reformulation of Belief Bases

Authors

  • Eduardo L. Fermé Universidade da Madeira and NOVA-LINCS, Portugal
  • Andreas Herzig IRIT, CNRS, Univ. Toulouse, France
  • Maria Vanina Martinez Artificial Intelligence Research Institute (IIIA-CSIC), Spain

DOI:

https://doi.org/10.1609/aaai.v39i14.33636

Abstract

In the logic of theory change, the AGM model has acquired the status of a standard model. However, the AGM model does not seem adequate for some contexts and application domains. This inspired many researchers to propose extensions and generalizations to AGM. Among these extensions, one of the most important are belief bases. Belief bases have more expressivity than belief sets, as explicit and implicit beliefs have different statuses. In this paper, we present reformulation, a belief change operation that allows us to reformulate a belief base making some particular sentences explicit without modifying the consequences of the belief base. We provide a constructive method and its axiomatic characterization.

Downloads

Published

2025-04-11

How to Cite

Fermé, E. L., Herzig, A., & Martinez, M. V. (2025). On the Logic of Theory Base Change: Reformulation of Belief Bases. Proceedings of the AAAI Conference on Artificial Intelligence, 39(14), 14922–14929. https://doi.org/10.1609/aaai.v39i14.33636

Issue

Section

AAAI Technical Track on Knowledge Representation and Reasoning