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:
Dec. 22, 2020
Filed:
Jul. 18, 2016
Applicant:
Spotify Ab, Stockholm, SE;
Inventors:
Matthew S. Ogle, New York, NY (US);
Christopher Johnson, New York, NY (US);
Edward J. Newett, New York, NY (US);
Paul S. Yu, New York, NY (US);
Assignee:
SPOTIFY AB, Stockholm, SE;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/438 (2019.01); G06Q 30/02 (2012.01); G06Q 10/10 (2012.01); G06Q 30/06 (2012.01); G06F 16/635 (2019.01); G06N 5/04 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 16/4387 (2019.01); G06F 16/635 (2019.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); G06Q 10/10 (2013.01); G06Q 30/0271 (2013.01); G06Q 30/0631 (2013.01);
Abstract
Methods, systems and computer program products for periodically generating a personalized playlist of media objects based on a most recent taste profile of a user. An N-dimensional latent factor vector that defines a taste profile of a user is constructed and matched to an M-dimensional latent factor vector that defines attributes of a media object. A playlist including the first media object is generated based on the matching.