SYSTEMS AND/OR METHODS FOR AUTOMATICALLY CLASSIFYING AND ENRICHING DATA RECORDS IMPORTED FROM BIG DATA AND/OR OTHER SOURCES TO HELP ENSURE DATA INTEGRITY AND CONSISTENCY

摘要

Techniques relating to managing “bad” or “imperfect” data being imported into a database system are described herein. As an example, 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. Some or all of the disclosed technology concerning auto-classification, enrichment, clustering model and model stacks, and/or the like, may be used in these and/or other regards.