Preference-Based Default Reasoning

Manuela Ritterskamp, Gabriele Kern-Isberner

It is well-known that default reasoning and preference-based decision making both make use of preferential relations between possible worlds resp. alternatives. In this paper, we explore this methodological relationship in more detail by considering inference as a decision making problem. A foundational approach to preference fusion is used to define a nonmonotonic inference relation System ARS which turns out to be a refinement of System Z. We compare System ARS to other default reasoning strategies and prove that it satisfies an irrelevance property which is violated by System Z.

Subjects: 3.3 Nonmonotonic Reasoning; 15.5 Decision Theory

Submitted: Feb 25, 2008


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