The Shapley Value of Inconsistency Measures for Functional Dependencies

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 tuple...

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Veröffentlicht in:Logical methods in computer science Jg. 18, Issue 2
Hauptverfasser: Livshits, Ester, Kimelfeld, Benny
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Logical Methods in Computer Science e.V 15.06.2022
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ISSN:1860-5974, 1860-5974
Online-Zugang:Volltext
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