DIALITE: Discover, Align and Integrate Open Data Tables

April 17, 2023 Β· Declared Dead Β· πŸ› 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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