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The Shapley Value of Inconsistency Measures for Functional Dependencies

Ester Livshits ; Benny Kimelfeld.
Quantifying the inconsistency of a database is motivated by various goals including reliability estimation for new datasets and progress indication in data cleaning. Another goal is to attribute to individual tuples a level of responsibility to the overall inconsistency, and thereby prioritize&nbsp;[&hellip;]
Published on June 15, 2022

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