Annotating database schemas to help enterprise search

In large enterprises, data discovery is a common problem faced by users who need to find relevant information in relational databases. In this scenario, schema annotation is a useful tool to enrich a database schema with descriptive keywords. In this paper, we demonstrate Barcelos, a system that aut...

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Hauptverfasser: Cortez, Eli, Bernstein, Philip A., He, Yeye, Novik, Lev
Format: Tagungsbericht
Sprache:eng
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Beschreibung
Zusammenfassung:In large enterprises, data discovery is a common problem faced by users who need to find relevant information in relational databases. In this scenario, schema annotation is a useful tool to enrich a database schema with descriptive keywords. In this paper, we demonstrate Barcelos, a system that automatically annotates corporate databases. Unlike existing annotation approaches that use Web oriented knowledge bases, Barcelos mines enterprise spreadsheets to find candidate annotations. Our experimental evaluation shows that Barcelos produces high quality annotations; the top-5 have an average precision of 87%.
ISSN:2150-8097
2150-8097
DOI:10.14778/2824032.2824105