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:
Jul. 07, 2026
Filed:
Mar. 03, 2023
Applicant:
Socra Ai Inc., Seoul, KR;
Inventor:
Jung Bae Park, Seoul, KR;
Assignee:
Socra AI Inc., Seoul, KR;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
F01D 5/28 (2006.01); G06N 3/09 (2023.01);
U.S. Cl.
CPC ...
F01D 5/288 (2013.01); G06N 3/09 (2023.01); F05D 2220/32 (2013.01); F05D 2240/303 (2013.01); F05D 2300/611 (2013.01);
Abstract
A method of training a sequence encoder according to an embodiment of the present application includes: acquiring interaction data for each user; extracting an embedding vector from log data of the interaction data for each user; acquiring a reference vector from the embedding vector; acquiring a hidden vector from the reference vector through the sequence encoder; acquiring a projection embedding vector from the hidden vector; and updating a parameter of the sequence encoder using a contrastive learning technique.