US 11,681,739 B2
Systems and methods for providing content based on consumption in a distinct domain
Zahra Nazari, New York City, NY (US); Christophe Charbuillet, New York City, NY (US); and Johan Pages, Brooklyn, NY (US)
Assigned to Spotify AB, Stockholm (SE)
Filed by Spotify AB, Stockholm (SE)
Filed on Jun. 6, 2022, as Appl. No. 17/833,791.
Application 17/833,791 is a continuation of application No. 16/997,593, filed on Aug. 19, 2020, granted, now 11,379,513.
Claims priority of provisional application 62/894,520, filed on Aug. 30, 2019.
Prior Publication US 2022/0391432 A1, Dec. 8, 2022
This patent is subject to a terminal disclaimer.
Int. Cl. G06F 16/435 (2019.01); G06F 16/438 (2019.01); G06F 16/483 (2019.01)
CPC G06F 16/437 (2019.01) [G06F 16/4387 (2019.01); G06F 16/483 (2019.01)] 20 Claims
OG exemplary drawing
 
1. A computer-implemented method for providing content to a user, comprising:
at a computer having a processor and memory storing instructions for execution by the processor:
obtaining user data for a respective user, including data corresponding to the respective user's consumption of media in a first content domain;
before obtaining, for the respective user, data corresponding to a second content domain distinct from the first content domain:
utilizing a neural network to generate a user embedding for the respective user based on the data corresponding to the respective user's consumption of media in the first content domain;
generating, for each content item of a plurality of content items of the second content domain consumed by at least one user other than the respective user, a respective content item embedding, wherein the respective content item embedding is based on user embeddings of the at least one user other than the respective user;
determining, using the user embedding for the respective user and respective content item embeddings of the second content domain, a first content item of the plurality of content items of the second content domain that meets matching criteria for the respective user; and
providing to a device of the respective user, information that corresponds to the first content item of the plurality of content items of the second content domain.