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:
Oct. 04, 2022
Filed:
Oct. 02, 2018
Applicant:
Adobe Inc., San Jose, CA (US);
Inventors:
Vidit Bhatia, San Jose, CA (US);
Vijeth Lomada, San Jose, CA (US);
Haichun Chen, Sunnyvale, CA (US);
Assignee:
Adobe Inc., San Jose, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2006.01); G06N 5/02 (2006.01); G06F 16/28 (2019.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 16/285 (2019.01); G06N 5/022 (2013.01);
Abstract
The present disclosure relates to systems, non-transitory computer-readable media, and methods for generating user embeddings utilizing an interaction-to-vector neural network. For example, a user embeddings system transforms unorganized data of user interactions with content items into structured user interaction data. Further, the user embeddings system can utilize the structured user interaction data to train a neural network in a semi-supervised manner and generate uniform vectorized user embeddings for each of the users.