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Learning to Map between Structured Representations of Data (2002) [20 citations — 2 self]

by Anhai Doan ,  Anhai Doan ,  Alon Y. Halevy ,  Alon Y. Halevy ,  Pedro M. Domingos ,  Pedro M. Domingos ,  Steven J. Hanks
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Abstract:

by AnHai Doan Co-Chairs of Supervisory Committee: Professor Alon Y. Halevy Computer Science & Engineering Professor Pedro M. Domingos Computer Science & Engineering This dissertation studies representation matching: the problem of creating semantic mappings between two data representations. Examples of data representations are relational schemas, ontologies, and XML DTDs. Examples of semantic mappings include "element location of one representation maps to element address of the other", "contact-phone maps to agent-phone", and "listed-price maps to price * (1 + tax-rate)".

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