A common assumption in belief revision is that the reliability of the information sources is either given, derived from temporal information, or the same for all. This article does not describe a new semantics for integration but studies the problem of obtaining the reliability of the sources given the result of a previous merging. As an example, corrections performed manually on the result of merging some databases may indicate that the relative reliability of their sources is different from what previously assumed, helping subsequent data mergings.

Belief merging by examples / Liberatore, Paolo. - In: ACM TRANSACTIONS ON COMPUTATIONAL LOGIC. - ISSN 1529-3785. - STAMPA. - 17:2(2015), pp. 1-38. [10.1145/2818645]

Belief merging by examples

LIBERATORE, Paolo
2015

Abstract

A common assumption in belief revision is that the reliability of the information sources is either given, derived from temporal information, or the same for all. This article does not describe a new semantics for integration but studies the problem of obtaining the reliability of the sources given the result of a previous merging. As an example, corrections performed manually on the result of merging some databases may indicate that the relative reliability of their sources is different from what previously assumed, helping subsequent data mergings.
Belief merging; Reliability estimation; Computer Science (all); Theoretical Computer Science; Computational Mathematics; Logic
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Belief merging by examples / Liberatore, Paolo. - In: ACM TRANSACTIONS ON COMPUTATIONAL LOGIC. - ISSN 1529-3785. - STAMPA. - 17:2(2015), pp. 1-38. [10.1145/2818645]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/912728
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