Semantic matching

Authors: 
Giunchiglia, F.; Shvaiko, P.
Author: 
Giunchiglia, F
Shvaiko, P
Year: 
2003
Venue: 
The Knowledge Engineering Review Journal, 2003
URL: 
http://eprints.biblio.unitn.it/archive/00000381/01/013.pdf
Citations: 
0
Citations range: 
n/a
AttachmentSize
Giunchiglia2003Semantic.pdf657.49 KB

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.