KR2023Proceedings of the 20th International Conference on Principles of Knowledge Representation and ReasoningProceedings of the 20th International Conference on Principles of Knowledge Representation and Reasoning

Rhodes, Greece. September 2-8, 2023.

Edited by

ISSN: 2334-1033
ISBN: 978-1-956792-02-7

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Published by

Copyright © 2023 International Joint Conferences on Artificial Intelligence Organization

Default Logic as a Species of Causal Reasoning

  1. Alexander Bochman(Computer Science Dept., Holon Institute of Technology)

Keywords

  1. Explanation finding, diagnosis, causal reasoning, abduction
  2. Nonmonotonic logics, default logics, conditional logics
  3. Philosophical foundations of KR

Abstract

We will show that Reiter's default logic can be viewed as a particular instantiation of causal reasoning. This will be demonstrated by establishing back and forth translations between default theories and causal theories of the causal calculus under a particular nonmonotonic semantics of causal theories that will be called a default semantics. Moreover, it will be shown that Pearl's structural equation models can be viewed as default causal theories in this sense. We will discuss also some global consequences this representation could have for establishing a general role of causation in nonmonotonic reasoning.