Parallelization and distribution techniques for ontology matching in urban computing environments
Axel Tenschert, Matthias Assel, Alexey Cheptsov, Georgina Gallizo, Emanuele Della Valle, Irene Celino · Virtual Community of Pathological Anatomy (University of Castilla La Mancha) · 2009
A recent approach to the problem of ontology matching has been to convert the problem of ontology matching to information retrieval.We explore the utility of this approach in matching model elements of real UML, ER, EMF and XML-Schema models, where the semantics of the models are less precisely defined.We validate this approach with domain experts for industry models drawn from very different domains (healthcare, insurance, and banking).We also observe that in the field, manually constructed mappings for such large industry models are prone to serious errors.We describe a novel tool we developed to detect suspicious mappings to quickly isolate these errors.