Patent · US Active

Generating concise and common user representations for edge systems from event sequence data stored on hub systems

US12182829B2 · kind B2 · utility

0Cited by

7References

11Claims

0Family size

Assignee

Adobe Inc. · US

Inventors

Sarthak Chakraborty · Gadh Bengal, IN
Sunav Choudhary · Sherghati, IN
Atanu R. Sinha · Bengaluru, IN
Sapthotharan Krishnan Nair · Santa Clara, US
Manoj Ghuhan Arivazhagan · Komangalam, IN
Yuvraj · Sherpur, IN
Atharva Anand Joshi · Ashti, IN
Atharv Tyagi · Atrauli, IN
Shivi Gupta · Deli, IN

Key dates

Filing date	Jun 24, 2022
Grant date	Dec 31, 2024
Priority date	—
Expiry date	Dec 30, 2042

Classification

Technology area (CPC G)Physics
CPC primaryG06Q30/0269
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

A system includes a representation generator subsystem configured to execute a user representation model and a task prediction model to generate a user representation for a user. The user representation model receives user event sequence data comprises a sequence of user interactions with the system. The task prediction model is configured to train the user representation model. The user representation includes a vector of a predetermined size that represents the user event sequence data and is generated by applying the trained user representation model to the user event sequence data. A storage requirement of the user representation is less than a storage space requirement of the user event sequence data. The system includes a data store configured for storing the user representation in a user profile associated with the user.

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