Invention Grant
- Patent Title: Embedding service for unstructured data
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Application No.: US17389532Application Date: 2021-07-30
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Publication No.: US12229780B2Publication Date: 2025-02-18
- Inventor: Runhua Zhao , Vinay Patlolla , Nikolas Terani , Taylor J. Cressy , Henry Venturelli
- Applicant: Intuit Inc.
- Applicant Address: US CA Mountain View
- Assignee: Intuit Inc.
- Current Assignee: Intuit Inc.
- Current Assignee Address: US CA Mountain View
- Agency: Lathrop GPM LLP
- Main IPC: G06Q40/00
- IPC: G06Q40/00 ; G06F16/338 ; G06Q20/40 ; G06N20/00

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.
Public/Granted literature
- US20230035639A1 EMBEDDING SERVICE FOR UNSTRUCTURED DATA Public/Granted day:2023-02-02
Information query