KR2022Proceedings of the 19th International Conference on Principles of Knowledge Representation and ReasoningProceedings of the 19th International Conference on Principles of Knowledge Representation and Reasoning

Haifa, Israel. July 31–August 5, 2022.

Edited by

ISSN: 2334-1033
ISBN: 978-1-956792-01-0

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Copyright © 2022 International Joint Conferences on Artificial Intelligence Organization

Compound Conditionals as Random Quantities and Boolean Algebras

  1. Tommaso Flaminio(Artificial Intelligence Research Institute (IIIA), CSIC, Barcelona, Spain)
  2. Angelo Gilio(Department SBAI, University of Rome ``La Sapienza'', Italy)
  3. Lluis Godo(Artificial Intelligence Research Institute (IIIA), CSIC, Barcelona, Spain)
  4. Giuseppe Sanfilippo(Department of Mathematics and Computer Science, University of Palermo, Italy)

Keywords

  1. Nonmonotonic logics, default logics, conditional logics
  2. Uncertainty, vagueness, many-valued and fuzzy logics
  3. Probabilistic reasoning and learning

Abstract

Conditionals play a key role in different areas of logic and probabilistic reasoning, and they have been studied and formalised from different angles. In this paper we focus on the de Finetti's notion of conditional as a three-valued object, with betting-based semantics, and its related approach as random quantity as mainly developed by two of the authors. Compound conditionals have been studied in the literature, but not in full generality. In this paper we provide a natural procedure to explicitly attach conditional random quantities to arbitrary compound conditionals that also allows us to compute their previsions. By studying the properties of these random quantities, we show that, in fact, the set of compound conditionals can be endowed with a Boolean algebraic structure. In doing so, we pave the way to build a bridge between the long standing tradition of three-valued conditionals and a more recent proposal of looking at conditionals as elements from suitable Boolean algebras.