Inferring Complex Semantic Mappings between Relational Tables and Ontologies from Simple Correspondences

Authors: 
An, Y.; Borgida, A.; Mylopoulos, J.
Author: 
An, Y
Borgida, A
Mylopoulos, J
Year: 
2005
Venue: 
ODBASE, 2005
URL: 
http://www.dit.unitn.it/~p2p/RelatedWork/Matching/odbase05.paper13.pdf
Citations: 
97
Citations range: 
50 - 99
AttachmentSize
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There are many problems requiring a semantic account of a database
schema. At its best, such an account consists of mapping formulas between the
schema and a formal conceptual model or ontology (CM) of the domain. This
paper describes the underlying principles, algorithms, and a prototype of a tool
which infers such semantic mappings when given simple correspondences from
table columns in a relational schema to datatype properties of classes in an on-
tology. Although the algorithm presented is necessarily heuristic, we offer formal
results stating that the answers returned are “correct” for relational schemas de-
signed according to standard Entity-Relationship techniques. We also report on
experience in using the tool with public domain schemas and ontologies.