Parallel Belief Revision

📝 Original Info

• Title: Parallel Belief Revision
• ArXiv ID: 1304.2358
• Date: 2013-04-10
• Authors: Researchers from original ArXiv paper

📝 Abstract

This paper describes a formal system of belief revision developed by Wolfgang Spohn and shows that this system has a parallel implementation that can be derived from an influence diagram in a manner similar to that in which Bayesian networks are derived. The proof rests upon completeness results for an axiomatization of the notion of conditional independence, with the Spohn system being used as a semantics for the relation of conditional independence.

💡 Deep Analysis

Deep Dive into Parallel Belief Revision.

This paper describes a formal system of belief revision developed by Wolfgang Spohn and shows that this system has a parallel implementation that can be derived from an influence diagram in a manner similar to that in which Bayesian networks are derived. The proof rests upon completeness results for an axiomatization of the notion of conditional independence, with the Spohn system being used as a semantics for the relation of conditional independence.

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Reference