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:
Aug. 11, 2020
Filed:
Dec. 16, 2013
Amazon Technologies, Inc., Reno, NV (US);
Adam James Finkelstein, Seattle, WA (US);
David Akira Gingrich, Seattle, WA (US);
Amazon Technologies, Inc., Seattle, WA (US);
Abstract
A digital media service distributes digital media content to a plurality of devices in a graphical processing unit based distributed cluster and transmits executable instructions to these devices to initiate a collaborative filtering algorithm. Accordingly, the graphical processing unit in each of the devices, configured to utilize the collaborative filtering algorithm, may generate one or more co-occurrence vectors comprising similarities among a user's interactions with the digital media content and other users' interactions with the digital media content. These co-occurrence vectors are transmitted to the digital media service, which may create a matrix based at least in part on these vectors to determine personalized digital media content that is to be distributed to each of the devices in the distributed cluster. Accordingly, the personalized digital media content is distributed to each device in the distributed cluster.