From Relational Databases to Belief Networks
Artificial Intelligence
2013-03-26 v1
Abstract
The relationship between belief networks and relational databases is examined. Based on this analysis, a method to construct belief networks automatically from statistical relational data is proposed. A comparison between our method and other methods shows that our method has several advantages when generalization or prediction is deeded.
Cite
@article{arxiv.1303.5756,
title = {From Relational Databases to Belief Networks},
author = {Wilson X. Wen},
journal= {arXiv preprint arXiv:1303.5756},
year = {2013}
}
Comments
Appears in Proceedings of the Seventh Conference on Uncertainty in Artificial Intelligence (UAI1991)