Document (#22806)

Author

Srinivasan, U.
Ngu, A.H.H.
Gedeon, T.

Title

Managing heterogeneous information systems through discovery and retrieval of generic concepts

Source

Journal of the American Society for Information Science. 51(2000) no.8, S.707-723

Year

2000

Abstract

Autonomy of operations combined with decentralized management of data gives rise to a number of hetegrogeneous databases or information systems within an enterprise. These systems are often incompatible in structure as well as content and, hence, difficult to integrate. Depsite heterogeneity, the unity of overall purpose within a common application domain, nevertheless, provides a degree of semantic similarity that manifests itself in the form of similar data structures and common usage patterns of existing information systems. This article introduces a conceptual integration approach that exploits the similarity in metalevel information in existing systems and performs 'metadata mining' on database objects to discover a set of concepts that serve as a domain abstraction and provide a conceptual layer is further uitlized by an information reengineering framework that customizes and packages information to reflect the unique needs of differnt user groups within the application domain. The architecture of the information reengineering framework is based on an object-oriented model that represents the discovered concepts as customized application objects for each distinct user group

Theme

Information Resources Management

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5. Eriksson, H.; Puerta, A.R.; Musen, M.A.: Generation of knowledge-acquisition tools from domain ontologies (1994) 0.16

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