Implementing Probabilistic Reasoning

📝 Original Info

• Title: Implementing Probabilistic Reasoning
• ArXiv ID: 1304.3428
• Date: 2013-04-15
• Authors: Researchers from original ArXiv paper

📝 Abstract

General problems in analyzing information in a probabilistic database are considered. The practical difficulties (and occasional advantages) of storing uncertain data, of using it conventional forward- or backward-chaining inference engines, and of working with a probabilistic version of resolution are discussed. The background for this paper is the incorporation of uncertain reasoning facilities in MRS, a general-purpose expert system building tool.

💡 Deep Analysis

Deep Dive into Implementing Probabilistic Reasoning.

General problems in analyzing information in a probabilistic database are considered. The practical difficulties (and occasional advantages) of storing uncertain data, of using it conventional forward- or backward-chaining inference engines, and of working with a probabilistic version of resolution are discussed. The background for this paper is the incorporation of uncertain reasoning facilities in MRS, a general-purpose expert system building tool.

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Reference