Attribution scores can be applied in data management to quantify the contribution of
individual items to conclusions from the data, as part of the explanation of what led to these …

Quantifying the contribution of database facts to query answers has been studied as means
of explanation. The Banzhaf value, originally developed in Game Theory, is a natural …

In data exploration, executing complex non-aggregate queries over large databases can be
time-consuming. Our paper introduces a novel approach to address this challenge, focusing …

ABSTRACT A recent line of work has proposed to quantify the contribution of database
tuples to query answers using Shapley values, a game theoretic function that has been …

We propose and study a framework for quantifying the importance of the choices of
parameter values to the result of a query over a database. These parameters occur as …

The Causal Effect is a numerical measure used to uncover and analyze causal relationships
between variables. In particular, it deals with interventions on variables and their effects in …