Adobe, Inc.

Shivi Gupta

Atanu Ranjan Sinha

Sunav Choudhary

Sapthotharan Krishnan Nair

Manoj Ghuhan Arivazhagan

Atharva Anand Joshi

Sarthak Chakraborty

Atharv Tyagi

Yuvraj

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.

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

Growing community of inventors

Deli, India

Shivi Gupta