Invention Grant
- Patent Title: Generating concise and common user representations for edge systems from event sequence data stored on hub systems
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Application No.: US17849320Application Date: 2022-06-24
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Publication No.: US12182829B2Publication Date: 2024-12-31
- Inventor: Sarthak Chakraborty , Sunav Choudhary , Atanu R. Sinha , Sapthotharan Krishnan Nair , Manoj Ghuhan Arivazhagan , Yuvraj , Atharva Anand Joshi , Atharv Tyagi , Shivi Gupta
- Applicant: Adobe Inc.
- Applicant Address: US CA San Jose
- Assignee: Adobe Inc.
- Current Assignee: Adobe Inc.
- Current Assignee Address: US CA San Jose
- Agency: Kilpatrick Townsend & Stockton LLP
- Main IPC: G06Q30/0201
- 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.
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