Belief Horn merging operators: Characterization results and implementations
The paper contributes to the study of belief merging in many-valued logics, taking both a theoretical and implementation approach motivated by applications in real-world scenarios. We focus, in particular, on the Horn fragment of signed logic. On the one hand, a characterization of the class of models of a signed regular Horn formula and a sufficient condition for a signed Horn merging operator to satisfy logical IC-postulates are provided. On the other hand, an implementation of the belief merging process in the signed regular Horn fragment is presented.
Authors
- Pilar Dellunde (ORCID: https://orcid.org/0000-0002-8198-5475)
- Daniel Rivas-Barragan (ORCID: https://orcid.org/0000-0003-0163-7890)
- Vicent Costa (ORCID: https://orcid.org/0000-0001-6352-7238)
Institutions
- Universitat Autònoma de Barcelona (ES)
- Barcelona Graduate School of Mathematics (ES)
- Artificial Intelligence Research Institute (ES)
Publication Details
- Journal
- Fuzzy Sets and Systems
- Published
- 2024-08-08
- DOI
- https://doi.org/10.1016/j.fss.2024.109099
- Citations
- 1
- Primary Topic
- Logic, Reasoning, and Knowledge
- Type
- article
- Field-Weighted Citation Impact
- 0.35