System for deep learning using knowledge graphs
US11481603B1 · kind B1 · utility
10Cited by
2References
18Claims
0Family size
Assignee
Inventor
Key dates
| Filing date | May 18, 2018 |
| Grant date | Oct 25, 2022 |
| Priority date | — |
| Expiry date | Feb 19, 2041 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N3/084
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A method may include receiving data from a computing device requesting approval of a loan application; accessing time-series data associated with the user from a knowledge graph; building a feature vector based on the accessed time-series data; inputting the feature vector into a machine learning model; receiving a response from the output from the machine learning mode, the output indicating a level of approval for the user with respect to the loan application; and transmitting a response to the request based on the level of approval.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.