Flexible time-based aggregated derivations for advanced analytics

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United States of America Patent

PATENT NO 9442963
SERIAL NO

14010687

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Abstract

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Methods, system, and devices for improving pre-modeling processing of data for use in predictive modeling. A computing device may be configured to perform operations for processing client data using metadata describing various client-specific parameters. Received client data may be loaded within stage tables based on the client-specific parameters, such flat file locations. The computing device may perform various validation checks on the loaded data, such as checks to identify duplication data records associated with client data received at different times, duplication data records occurring within an overlap period, and deleted records. In an embodiment, the computing device may perform additional checks to validate data records that include changing status information, such as marital status data of an employee. The computing device may use processed client data to generate weekly aggregated tables based on custom aggregation timeframes. In an embodiment, the computing device may archive aggregated data for subsequent use.

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Patent Owner(s)

Patent OwnerAddress
ALTER DOMUS (US) LLC AS COLLATERAL AGENT225 WEST WASHINGTON STREET 9TH FLOOR CHICAGO IL 60606

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Domnick, Lauren K Muskegom, US 1 14
Gilcrease, Jeffrey D Acworth, US 1 14
Old, John A Marietta, US 1 14
Ritto, Patrick M Racho Santa Fe, US 1 14
Verma, Pratyush Suwanee, US 1 14

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