DIALITE: Discover, Align and Integrate Open Data Tables
April 17, 2023 Β· Declared Dead Β· π SIGMOD Conference Companion
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Authors
Aamod Khatiwada, Roee Shraga, RenΓ©e J. Miller
arXiv ID
2304.08285
Category
cs.DB: Databases
Citations
12
Venue
SIGMOD Conference Companion
Last Checked
3 months ago
Abstract
We demonstrate a novel table discovery pipeline called DIALITE that allows users to discover, integrate and analyze open data tables. DIALITE has three main stages. First, it allows users to discover tables from open data platforms using state-of-the-art table discovery techniques. Second, DIALITE integrates the discovered tables to produce an integrated table. Finally, it allows users to analyze the integration result by applying different downstreaming tasks over it. Our pipeline is flexible such that the user can easily add and compare additional discovery and integration algorithms.
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