SYSTEM AND METHODS FOR AUTOMATED STANDARDIZATION OF HETEROGENEOUS DATA USING MACHINE LEARNING
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United States of America
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Apr 3, 2025
app pub date -
Dec 11, 2024
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Dec 11, 2024
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Abstract
At least some embodiments are directed to a large-scale data standardization system. The system receives a set of documents with records formatted according to a third-party data schema. The system utilizes a first machine learning model to select a document from the set of documents. The system utilizes a machine learning model to select data classification labels formatted according to the third-party data schema. The classification labels are associated with a set of records. The system utilizes a second machine learning model to generate a canonical data structure constructed according to a standardized data schema based on the classification labels and the records associated with the classification labels.
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