A call for personal semantic data integration

As each of us perceives and conceptualizes the same world differently, imposing a single global schema for all users can seriously interfere with individual work and lead to errors. In this paper, we make a call for personal semantic data integration, i.e., semantic data integration whose results pr...

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Bibliographic Details
Main Authors: Ziegler, P., Dittrich, K.R., Hunt, E.
Format: Conference Proceeding
Language:English
Subjects:
Bioinformatics
Computer errors
Computer science
Database systems
Informatics
Usability
Online Access:Request full text
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Summary:As each of us perceives and conceptualizes the same world differently, imposing a single global schema for all users can seriously interfere with individual work and lead to errors. In this paper, we make a call for personal semantic data integration, i.e., semantic data integration whose results precisely fit individual needs and preferences. We classify problems that make a single global schema inappropriate for particular users, and introduce the ASME criteria as prerequisites for personal semantic data integration. We then outline personal semantic data integration in the SIRUP approach. Our goal is to stimulate research into personally tailored data integration and to develop new solutions which improve the usability of integrated data.
DOI:10.1109/ICDEW.2008.4498327