论文标题

用于维修更新和反事实干预措施的答案集计划

Answer-Set Programs for Repair Updates and Counterfactual Interventions

论文作者

Bertossi, Leopoldo

论文摘要

我们简要描述 - 主要通过非常简单的示例 - 不同种类的答案程序程序,并提出了用于指定的注释:数据库维修和一致的查询答案;与他们的保密观点和查询评估;数据库中因果关系的反事实干预;以及基于反事实的机器学习解释。

We briefly describe -- mainly through very simple examples -- different kinds of answer-set programs with annotations that have been proposed for specifying: database repairs and consistent query answering; secrecy view and query evaluation with them; counterfactual interventions for causality in databases; and counterfactual-based explanations in machine learning.

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