Query-Answer Causality in Databases: Abductive Diagnosis and View-Updates

ACI'15: Proceedings of the UAI 2015 Conference on Advances in Causal Inference - Volume 1504(2015)

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摘要
Causality has been recently introduced in databases, to model, characterize and possibly compute causes for query results (answers). Connections between query causality and consistency-based diagnosis and database repairs (wrt. integrity constrain violations) have been established in the literature. In this work we establish connections between query causality and abductive diagnosis and the view-update problem. The unveiled relationships allow us to obtain new complexity results for query causality -the main focus of our work- and also for the two other areas.
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