Problem Formulation as the Reduction of a Decision Model
Abstract
In this paper, we extend the QMR-DT 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.
Cite
Text
Heckerman and Horvitz. "Problem Formulation as the Reduction of a Decision Model." Conference on Uncertainty in Artificial Intelligence, 1990.Markdown
[Heckerman and Horvitz. "Problem Formulation as the Reduction of a Decision Model." Conference on Uncertainty in Artificial Intelligence, 1990.](https://mlanthology.org/uai/1990/heckerman1990uai-problem/)BibTeX
@inproceedings{heckerman1990uai-problem,
title = {{Problem Formulation as the Reduction of a Decision Model}},
author = {Heckerman, David and Horvitz, Eric},
booktitle = {Conference on Uncertainty in Artificial Intelligence},
year = {1990},
pages = {159-170},
url = {https://mlanthology.org/uai/1990/heckerman1990uai-problem/}
}