Patent · US Active

Unified artificial intelligence model for multiple customer value variable prediction

US11276071B2 · kind B2 · utility

0Cited by

5References

20Claims

0Family size

Assignee

PAYPAL, INC. · US

Inventors

Shiwen Shen · Palo Alto, US
Danielle Zhu · Millbrae, US
Feng Pan · Beijing, CN

Key dates

Filing date	Aug 31, 2017
Grant date	Mar 15, 2022
Priority date	—
Expiry date	Dec 10, 2040

Classification

Technology area (CPC G)Physics
CPC primaryG06Q30/0201
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

A unified model for a neural network can be used to predict a particular value, such as a customer value. In various instances, customer value may have particular sub-components. Taking advantage of this fact, a specific learning architecture can be used to predict not just customer value (e.g. a final objective) but also the sub-components of customer value. This allows improved accuracy and reduced error in various embodiments.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.