PERFORMING AUTOMATIC SEGMENT EXPANSION OF USER EMBEDDINGS USING MULTIPLE USER EMBEDDING REPRESENTATION TYPES
Patent №
US 11,269,870
Granted
2022-03-08
Filed 2018
Owner
ADOBE SYSTEMS INCORPORATED
Lab
—
AI components
6
ml · nlp · vision · kr · planning · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
16149418
The present disclosure relates to systems, non-transitory computer-readable media, and methods for expanding user segments automatically utilizing user embedding representations generated by a trained neural network. For example, a user embeddings system expands a segment of users by identifying holistically similar users from uniform user embeddings that encode behavior and/or realized traits of the users. Further, the user embeddings system facilitates the expansion of user segments in a particular direction and focus to improve the accuracy of user segments.
AI classification
Ownership
ADOBE SYSTEMS INCORPORATED
assignment · 470360124
Assignors
BHATIA, VIDIT, LOMADA, VIJETH, CHEN, HAICHUN
On an employer assignment, the assignors are typically the inventors.