Quality-driven Integration of Heterogenous Information Systems
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Felix Naumann,
Ulf Leser, and
Johann Christoph Freytag
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Return to Integrating Heterogeneous Databases
Integrated access to information that is spread over multiple, distributed, and heterogeneous sources is an important problem in many scientific and commercial domains. While much work has been done on query processing and choosing plans under cost criteria, very little is known about the important problem of incorporating the information quality aspect into query planning.
In this paper we describe a framework for multidatabase query processing that fully includes the quality of information in many facets, such as completeness, timeliness, accuracy, etc. We seamlessly include information quality into a multidatabase query rocessor based on a view-rewriting mechanism. We model information quality at different levels to ultimately find a set of high-quality query-answering plans.
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@inproceedings{DBLP:conf/vldb/NaumannLF99,
author = {Felix Naumann and
Ulf Leser and
Johann Christoph Freytag},
editor = {Malcolm P. Atkinson and
Maria E. Orlowska and
Patrick Valduriez and
Stanley B. Zdonik and
Michael L. Brodie},
title = {Quality-driven Integration of Heterogenous Information Systems},
booktitle = {VLDB'99, Proceedings of 25th International Conference on Very
Large Data Bases, September 7-10, 1999, Edinburgh, Scotland,
UK},
publisher = {Morgan Kaufmann},
year = {1999},
isbn = {1-55860-615-5},
pages = {447-458},
crossref = {DBLP:conf/vldb/99},
bibsource = {DBLP, http://dblp.uni-trier.de} } },
Copyright(C) 2000 ACM
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