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:
Mar. 24, 2020

Filed:

Dec. 22, 2016
Applicant:

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

Inventors:

Nikolaos Chatzipanagiotis, Seattle, WA (US);

Pragyana K. Mishra, Seattle, WA (US);

Roopesh Ranjan, Redmond, WA (US);

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/451 (2018.01); G06F 17/22 (2006.01); G06N 5/02 (2006.01); G06N 3/04 (2006.01); G06Q 30/06 (2012.01);
U.S. Cl.
CPC ...
G06F 9/451 (2018.02); G06F 17/2288 (2013.01); G06N 3/04 (2013.01); G06N 5/022 (2013.01); G06Q 30/0633 (2013.01);
Abstract

A prediction model may be created to predict future actions likely to be performed by users while interacting with electronic content via user devices. The predictions may be used to streamline access to interface controls or other information to enable the users to facilitate or expedite performance of the predicted actions, while reducing computational demands on computing devices that provide the electronic content by, for example, reducing unnecessary intervening computing actions.


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