Taxonomy, Structure, and Implementation of Evidential Reasoning

📝 Original Info

• Title: Taxonomy, Structure, and Implementation of Evidential Reasoning
• ArXiv ID: 1304.3077
• Date: 2013-04-12
• Authors: Researchers from original ArXiv paper

📝 Abstract

The fundamental elements of evidential reasoning problems are described, followed by a discussion of the structure of various types of problems. Bayesian inference networks and state space formalism are used as the tool for problem representation. A human-oriented decision making cycle for solving evidential reasoning problems is described and illustrated for a military situation assessment problem. The implementation of this cycle may serve as the basis for an expert system shell for evidential reasoning; i.e. a situation assessment processor.

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Deep Dive into Taxonomy, Structure, and Implementation of Evidential Reasoning.

The fundamental elements of evidential reasoning problems are described, followed by a discussion of the structure of various types of problems. Bayesian inference networks and state space formalism are used as the tool for problem representation. A human-oriented decision making cycle for solving evidential reasoning problems is described and illustrated for a military situation assessment problem. The implementation of this cycle may serve as the basis for an expert system shell for evidential reasoning; i.e. a situation assessment processor.

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