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:
Feb. 20, 2024
Filed:
Jan. 04, 2018
Applicant:
Snap Inc., Santa Monica, CA (US);
Inventors:
Assignee:
Snap Inc., Santa Monica, CA (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 16/9535 (2019.01); G06N 20/00 (2019.01); G06N 7/00 (2023.01); H04L 67/50 (2022.01); G06Q 50/00 (2012.01);
U.S. Cl.
CPC ...
G06F 16/9535 (2019.01); G06N 7/00 (2013.01); G06N 20/00 (2019.01); H04L 67/535 (2022.05); G06Q 50/01 (2013.01);
Abstract
Systems and methods are provided for generating a user click history table and a random bucket training table, generating training data for training a user-type-affinity machine learning model by combining the user click history table and the random bucket training table, and training the user-type-affinity machine learning model with the generated training data. The systems and methods further provide for generating a user click prediction table and generating user-type-affinity prediction values for each of the plurality of users by inputting the user click prediction table into the user-type-affinity machine learning model.