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3. Keynote speech

Author

Dustdar, Schahram, primary, Hovy, Eduard, additional, Li, Xiangyang, additional, and Gabbouj, Moncef, additional

Published
2016
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12. Data Alignment and Integration.

Author

Pantel, Patrick, Philpot, Andrew, and Hovy, Eduard

Subjects
INFORMATION theory, COMMUNICATION, CYBERNETICS, DATABASE management, ELECTRONIC data processing, INFORMATION storage & retrieval systems, INFORMATION technology, TECHNOLOGY
Abstract

The article features an information theory-based technology for data alignment and integration at state agencies in the U.S. Applying the purely data-driven paradigm, two systems are built: Guspin for automatically identifying equivalence classes or aliases, and Sift for automatically aligning data across databases. The key to the underlying technology is to identify the most informative observations and then to match entities that share them. The systems are used to align U.S. Environmental Protection Agency data between the Santa Barbara County Air Pollution Control District and Ventura County Air Pollution Control District emissions inventory databases.

Published
2005
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