Problem Formulation as the Reduction of a Decision Model

📝 Original Info

• Title: Problem Formulation as the Reduction of a Decision Model
• ArXiv ID: 1304.1091
• Date: 2015-05-19
• Authors: Researchers from original ArXiv paper

📝 Abstract

In this paper, we extend the QMRDT probabilistic model for the domain of internal medicine to include decisions about treatments. In addition, we describe how we can use the comprehensive decision model to construct a simpler decision model for a specific patient. In so doing, we transform the task of problem formulation to that of narrowing of a larger problem.

💡 Deep Analysis

Deep Dive into Problem Formulation as the Reduction of a Decision Model.

In this paper, we extend the QMRDT probabilistic model for the domain of internal medicine to include decisions about treatments. In addition, we describe how we can use the comprehensive decision model to construct a simpler decision model for a specific patient. In so doing, we transform the task of problem formulation to that of narrowing of a larger problem.

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