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OBSERVER: An Approach for Query Processing in Global Information Systems based on Interoperation across Pre-existing Ontologies (1996)
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BibTeX
@INPROCEEDINGS{Mena96observer:an,
author = {E. Mena and V. Kashyap and A. Sheth and A. Illarramendi},
title = {OBSERVER: An Approach for Query Processing in Global Information Systems based on Interoperation across Pre-existing Ontologies},
booktitle = {},
year = {1996},
pages = {14--25},
publisher = {IEEE Computer Society Press}
}
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Abstract
The huge number of autonomousand heterogeneous data repositories accessible on the “global information infrastructure” makes it impossible for users to be aware of the locations, structure/organization, query languages and semantics of the data in various repositories. There is a critical need to complement current browsing, navigationaland informationretrieval techniques with a strategy that focuses on information content and semantics. In any strategy that focuses on information content, the most critical problem is that of different vocabularies used to describe similar information across domains. We discuss a scalable approach for vocabulary sharing. The objects in the repositories are represented as intensional descriptions by pre-existing ontologies expressed in Description Logics characterizing information in different domains. User queries are rewritten by using interontologyrelationships to obtain semanticspreserving translations across the ontologies. 1.
Keyphrases
pre-existing ontology global information system query processing information content critical problem different vocabulary user query global information infrastructure autonomousand heterogeneous data repository structure organization informationretrieval technique semanticspreserving translation various repository different domain intensional description vocabulary sharing huge number current browsing query language similar information critical need scalable approach description logic
