Henry Venturelli

US Patent:

20230035639, Feb 2, 2023

Filed:

Jul 30, 2021

Appl. No.:

17/389532

Inventors:

- Mountain View CA, US
Vinay Patlolla - Daly City CA, US
Nikolas Terani - Los Angeles CA, US
Taylor J. Cressy - Los Angles CA, US
Henry Venturelli - Los Angeles CA, US

Assignee:

Intuit Inc. - Mountain View CA

International Classification:

G06Q 20/40
G06F 16/338
G06F 16/33
G06F 16/35

Abstract:

A method may include generating a vector from unstructured data included in an untransformed transaction, and determining, for the vector, a cluster ID of cluster IDs by matching the vector with a matching cluster vector of cluster vectors. The method may further include generating a query using the cluster ID and the untransformed transaction, and transforming, using the cluster IDs, untransformed transactions to transformed transactions. The transformed transactions may each include a cluster ID. The method may further include generating, using the query, a query result from features of the transformed transactions, generating a fraud score using the query result, and presenting the fraud score and the cluster ID.