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:
May. 12, 2026

Filed:

Mar. 31, 2022
Applicant:

Amazon Technologies, Inc., Seattle, WA (US);

Inventors:

Sven Eberhardt, Seattle, WA (US);

Maisie Wang, Seattle, WA (US);

Kunal Pramod Ghogale, Redmond, WA (US);

Emmett Barton, Seattle, WA (US);

Dustin D Clark, Austin, TX (US);

Assignee:

Amazon Technologies, Inc., Seattle, WA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 3/048 (2013.01); G05B 19/042 (2006.01); G06F 3/14 (2006.01); G06N 20/00 (2019.01); G06V 40/16 (2022.01); G10L 17/02 (2013.01); G10L 17/06 (2013.01);
U.S. Cl.
CPC ...
G05B 19/042 (2013.01); G06F 3/14 (2013.01); G06N 20/00 (2019.01); G06V 40/161 (2022.01); G06V 40/168 (2022.01); G06V 40/172 (2022.01); G10L 17/02 (2013.01); G10L 17/06 (2013.01); G05B 2219/2642 (2013.01);
Abstract

Techniques for presenting personalized content to a user are described. A smart home system may determine activity data (including present activity data and device usage history) specific to interactions involving a first device, and generate activity embedding data representing the activity data. The smart home system may also receive a first list content for presentment, and generate a second list of content using the first list and the activity embedding data. The smart home system may send the second list to the first device. The first device may determine a third list of content based on the second list and an identify of a user presently interacting with the first device, such that the third list of content is specific to interactions involving the first device and the user. The first device may then present at least one instance of content represented in the third list.


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