Strategies for Generating Micro Explanations for Bayesian Belief Networks
Abstract
Bayesian Belief Networks have been largely overlooked by Expert Systems practitioners on the grounds that they do not correspond to the human inference mechanism. In this paper, we introduce an explanation mechanism designed to generate intuitive yet probabilistically sound explanations of inferences drawn by a Bayesian Belief Network. In particular, our mechanism accounts for the results obtained due to changes in the causal and the evidential support of a node.
Cite
Text
Sember and Zukerman. "Strategies for Generating Micro Explanations for Bayesian Belief Networks." Conference on Uncertainty in Artificial Intelligence, 1989.Markdown
[Sember and Zukerman. "Strategies for Generating Micro Explanations for Bayesian Belief Networks." Conference on Uncertainty in Artificial Intelligence, 1989.](https://mlanthology.org/uai/1989/sember1989uai-strategies/)BibTeX
@inproceedings{sember1989uai-strategies,
title = {{Strategies for Generating Micro Explanations for Bayesian Belief Networks}},
author = {Sember, Peter and Zukerman, Ingrid},
booktitle = {Conference on Uncertainty in Artificial Intelligence},
year = {1989},
url = {https://mlanthology.org/uai/1989/sember1989uai-strategies/}
}