A call for personal semantic data integration

Authors:
Patrick Ziegler;Klaus R. Dittrich;Ela Hunt
Affiliations:
Department of Informatics, University of Zurich, Switzerland;Department of Informatics, University of Zurich, Switzerland;Department of Computer Science, ETH Zurich, Switzerland
Venue:
ICDEW '08 Proceedings of the 2008 IEEE 24th International Conference on Data Engineering Workshop
Year:
2008

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Abstract

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.