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A Logic of Uncertain Interpretation

Adam Bjorndahl

TL;DR

The paper tackles uncertainty about how statements are interpreted by treating meanings as variable across possible worlds and introducing a meaning-entailment connective to capture semantic implications beyond the material conditional. It then integrates this with a probabilistic framework to define a conservative notion of evidentially supported belief via Dempster-Shafer mass functions, grounded in variable-meaning interpretations. A running coin-flip example clarifies how different dispositions of an informant affect the interpretation and the associated beliefs. The work also reveals a novel approach to combining evidence by aligning mass functions with the same underlying world, opening avenues for new epistemological analyses.

Abstract

We introduce a logical framework for reasoning about "uncertain interpretations" and investigate two key applications: a new semantics for implication capturing a kind of "meaning entailment", and a conservative notion of "evidentially supported" belief that takes the form of a Dempster-Shafer belief function.

A Logic of Uncertain Interpretation

TL;DR

The paper tackles uncertainty about how statements are interpreted by treating meanings as variable across possible worlds and introducing a meaning-entailment connective to capture semantic implications beyond the material conditional. It then integrates this with a probabilistic framework to define a conservative notion of evidentially supported belief via Dempster-Shafer mass functions, grounded in variable-meaning interpretations. A running coin-flip example clarifies how different dispositions of an informant affect the interpretation and the associated beliefs. The work also reveals a novel approach to combining evidence by aligning mass functions with the same underlying world, opening avenues for new epistemological analyses.

Abstract

We introduce a logical framework for reasoning about "uncertain interpretations" and investigate two key applications: a new semantics for implication capturing a kind of "meaning entailment", and a conservative notion of "evidentially supported" belief that takes the form of a Dempster-Shafer belief function.

Paper Structure

This paper contains 9 sections, 5 theorems, 29 equations, 4 tables.

Key Result

Proposition 2.1

Let $p \colon X \to 2^{X}$, and define $\bar{p} \colon X \to 2^{X}$ by setting $\bar{p}(x) = p(x) \cap [\![ p ]\!]$ for all $x \in X$. Then $\bar{p}$ is coherent and $[\![ p ]\!] = [\![ \bar{p} ]\!]$.

Theorems & Definitions (8)

  • Proposition 2.1
  • proof
  • Proposition 2.2
  • Proposition 3.1
  • Proposition 3.2
  • proof
  • Proposition 3.3
  • proof