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:
Jun. 27, 2023
Filed:
Nov. 19, 2021
Applicant:
Intuit Inc., Mountain View, CA (US);
Inventors:
Assignee:
INTUIT INC, Mountain View, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/957 (2019.01); G06F 17/16 (2006.01); G06N 3/08 (2023.01); G06F 12/06 (2006.01); G06F 12/02 (2006.01); G06F 12/0895 (2016.01);
U.S. Cl.
CPC ...
G06F 16/9574 (2019.01); G06F 17/16 (2013.01); G06N 3/08 (2013.01); G06F 12/0238 (2013.01); G06F 12/0692 (2013.01); G06F 12/0895 (2013.01);
Abstract
A method for mitigating cold starts in recommendations includes receiving a request that identifies a requested page and identifying a content vector of the requested page. The content vector is generated based on providing text of the requested page to a neural network text encoder. The method further includes selecting, based on the content vector, a link to a cold start page that does not satisfy a threshold level of interaction data. The selected link is ranked above a second link to a warm page that does satisfy the threshold level of the interaction data. The method further includes presenting the requested page with the selected link.