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We think of match as an operator that takes two graph-like structures (e.g. database schemas or ontologies) and produces a mapping between elements of the two graphs that correspond semantically to each other. The goal of this paper is to propose a new approach to matching, called semantic matching . As its name indicates, in semantic matching the key intuition is to exploit the model-theoretic information, which is codified in the nodes and the structure of graphs. The contributions of this paper are (i) a rational reconstruction of the major matching problems and their articulation in terms of the more generic problem of matching graphs, (ii) the identification of semantic matching as a new approach for performing generic matching and (iii) a proposal for implementing semantic matching by testing propositional satisfiability.
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Fausto Giunchiglia
University of Trento
Pavel Shvaiko
Informa (Italy)
The Knowledge Engineering Review
University of Trento
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Giunchiglia et al. (Mon,) studied this question.
synapsesocial.com/papers/6a224aebe8ef4064f24edd73 — DOI: https://doi.org/10.1017/s0269888904000074