From Database Repairs to Causality in Databases and Beyond
Databases
2023-06-19 v1 Artificial Intelligence
Abstract
We describe some recent approaches to score-based explanations for query answers in databases. The focus is on work done by the author and collaborators. Special emphasis is placed on the use of counterfactual reasoning for score specification and computation. Several examples that illustrate the flexibility of these methods are shown.
Cite
@article{arxiv.2306.09374,
title = {From Database Repairs to Causality in Databases and Beyond},
author = {Leopoldo Bertossi},
journal= {arXiv preprint arXiv:2306.09374},
year = {2023}
}
Comments
Contributed paper associated to keynote presentation at BDA 2022. To appear in special issue of Springer TLDKS. arXiv admin note: substantial text overlap with arXiv:2106.10562