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.

Date of Patent:
Oct. 13, 2020

Filed:

Apr. 29, 2020
Applicant:

Caastle, Inc., New York, NY (US);

Inventors:

Fujun Zhang, San Ramon, CA (US);

Dongming Jiang, Los Angeles, CA (US);

Assignee:

CAASTLE, INC., New York, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 30/00 (2012.01); G06Q 30/06 (2012.01); G06F 16/9535 (2019.01); G06Q 10/08 (2012.01); G06N 20/00 (2019.01); G06N 5/04 (2006.01); G06Q 20/12 (2012.01);
U.S. Cl.
CPC ...
G06Q 30/0631 (2013.01); G06F 16/9535 (2019.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); G06Q 10/087 (2013.01); G06Q 10/0838 (2013.01); G06Q 30/0627 (2013.01); G06Q 20/127 (2013.01);
Abstract

Disclosed are methods, systems, and non-transitory computer-readable medium for generating recommendations regarding products. A method may include determining a set of content features including one or more product attributes; determining a set of latent features; receiving a query user identifier and a query product identifier; determining a feature vector associated with the query user identifier and the query product identifier based on the set of content features and the set of latent features; determining one or more model coefficients for a linear model; and utilizing the linear model to determine a fit score for the query user identifier and the query product identifier.


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