System and/or method for generating clean records from imperfect data using model stack(s) including classification model(s) and confidence model(s)
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United States of America Patent
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Jun 25, 2024
Grant Date -
Oct 26, 2023
app pub date -
Apr 28, 2023
filing date -
Dec 6, 2015
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Abstract
Techniques relating to managing “bad” or “imperfect” data being imported into a database system are described herein. A lifecycle technology solution helps receive data from a variety of different data sources of a variety of known and/or unknown formats, standardize it, fit it to a known taxonomy through model-assisted classification, store it to a database in a manner that is consistent with the taxonomy, and allow it to be queried for a variety of different usages. Auto-classification, enrichment, clustering model and model stacks, and/or other disclosed techniques, may be used in these and/or other regards.
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