The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Dec. 31, 2024
Filed:
Jun. 24, 2022
Adobe Inc., San Jose, CA (US);
Sarthak Chakraborty, West Bengal, IN;
Sunav Choudhary, West Bengal, IN;
Atanu R. Sinha, Bangalore, IN;
Sapthotharan Krishnan Nair, Santa Clara, CA (US);
Manoj Ghuhan Arivazhagan, Tamil Nadu, IN;
Yuvraj, Punjab, IN;
Atharva Anand Joshi, Maharashtra, IN;
Atharv Tyagi, Delhi, IN;
Shivi Gupta, Deli, IN;
Adobe Inc., San Jose, CA (US);
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.