Mp. Reddy et al., A METHODOLOGY FOR INTEGRATION OF HETEROGENEOUS DATABASES, IEEE transactions on knowledge and data engineering, 6(6), 1994, pp. 920-933
Citations number
57
Categorie Soggetti
Information Science & Library Science","Computer Sciences, Special Topics","Engineering, Eletrical & Electronic","Computer Science Artificial Intelligence
The transformation of existing local databases to meet diverse applica
tion needs at the global level is performed through a four-layered pro
cedure that stresses total schema integration and virtual integration
of local databases. The proposed methodology covers both schema integr
ation and database integration, and uses a four-layered schema archite
cture (local schemata, local object schemata, global schema, and globa
l view schemata) with each layer presenting an integrated view of the
concepts that characterize the layer below. Mechanisms for accomplishi
ng this objective are presented in theoretical terms, along with a run
ning example. Object equivalence classes, property equivalence classes
, and other related concepts are discussed in the context of logical i
ntegration of heterogeneous schemata, while object instance equivalenc
e classes and property instance equivalence classes, and other related
concepts are discussed for data integration purposes. The proposed me
thodology resolves naming conflicts, scaling conflicts, type conflicts
, and level of abstraction, and other types of conflicts during schema
integration, and data inconsistencies during data integration.