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This paper presents a formal framework for multiple data source (MDS) discovery. A measure is first proposed for estimating the consistency, inconsistency and uncertainty between data sources using possibilistic minimal model. Then, two metrics are defined for measuring the support and confidence of a set of formulae (itemsets) in terms of the degree of consistency of the items. The consistency measure,...
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