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:
Feb. 04, 2020

Filed:

May. 27, 2016
Applicant:

Microsoft Technology Licensing, Llc, Redmond, WA (US);

Inventors:

John C. Gordon, Newcastle, WA (US);

Khuram Shahid, Seattle, WA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 3/048 (2013.01); G06F 9/451 (2018.01); G06N 20/00 (2019.01); G06F 3/01 (2006.01); G06F 3/0484 (2013.01); G06F 17/21 (2006.01); G06F 17/22 (2006.01);
U.S. Cl.
CPC ...
G06F 9/453 (2018.02); G06F 3/013 (2013.01); G06F 3/015 (2013.01); G06F 3/0484 (2013.01); G06F 3/04842 (2013.01); G06F 17/211 (2013.01); G06F 17/2288 (2013.01); G06N 20/00 (2019.01);
Abstract

Computer systems, methods, and storage media for tailoring a user interface to a user according to a determined user state and a determined interface context corresponding to the determined user state. The user interface is tailored by modifying the format of at least a portion of the interface, including modifying the content, layout of the content, presentation sequence, or visual display of the interface. A user interface includes a selectable formatting object for controlling the formatting of the user interface and for generating feedback data for training an ensemble learning component to enable more effective predictive formatting changes.


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