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Structures, Semantics and Statisticsby: Alon Halevy
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AbstractAt a fundamental level, the key challenge in data integration is to reconcile the semantics of disparate data sets, each expressed with a di#erent database structure. I argue that computing statistics over a large number of structures o#ers a powerful methodology for producing semantic mappings, the expressions that specify such reconciliation. In essence, the statistics o#er hints about the semantics of the symbols in the structures, thereby enabling the detection of semantically similar...
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