公开(公告)号：US20230419339A1

公开(公告)日：2023-12-28

申请号：US17849320

申请日：2022-06-24

Applicant: Adobe Inc.

Inventor： Sarthak Chakraborty ,  Sunav Choudhary ,  Atanu R. Sinha ,  Sapthotharan Krishnan Nair ,  Manoj Ghuhan Arivazhagan ,  Yuvraj ,  Atharva Anand Joshi ,  Atharv Tyagi ,  Shivi Gupta

IPC: G06Q30/02 ,  G06N3/04

CPC classification number: G06Q30/0201 ,  G06N3/04 ,  G06Q30/0269 ,  G06Q30/0255

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.

公开(公告)号：US12182829B2

公开(公告)日：2024-12-31

申请号：US17849320

申请日：2022-06-24

Applicant: Adobe Inc.

Inventor： Sarthak Chakraborty ,  Sunav Choudhary ,  Atanu R. Sinha ,  Sapthotharan Krishnan Nair ,  Manoj Ghuhan Arivazhagan ,  Yuvraj ,  Atharva Anand Joshi ,  Atharv Tyagi ,  Shivi Gupta

IPC: G06Q30/0201 ,  G06N3/04 ,  G06Q30/0251

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.