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:
Jan. 11, 2022

Filed:

Sep. 12, 2019
Applicant:

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

Inventors:

Gregory Thomas Mattox, Jr., Bellevue, WA (US);

Raju Jain, Kirkland, WA (US);

Jeffrey Jay Johnson, Bellevue, WA (US);

David Michael Schab, Bellevue, WA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 3/048 (2013.01); G06N 20/00 (2019.01); G06F 16/957 (2019.01); G06F 16/958 (2019.01); G06F 3/0482 (2013.01); G06F 9/455 (2018.01); G06F 9/54 (2006.01); G06N 5/02 (2006.01);
U.S. Cl.
CPC ...
G06F 16/9577 (2019.01); G06F 3/0482 (2013.01); G06F 9/45512 (2013.01); G06F 9/541 (2013.01); G06F 16/958 (2019.01); G06N 5/022 (2013.01); G06N 20/00 (2019.01);
Abstract

In non-limiting examples of the present disclosure, systems, methods and devices for integrating web services in shell constructs are provided. Web browsing data, application activity data, and/or device data for a user may be received. A machine learning model may be applied to the data. One or more recommendations may be surfaced based on application of the machine learning model to the data. The recommendations may comprise one or more of: recommendations to install applications; recommendations to add service extensions; recommendations to pin and/or add a shortcut to a website; and/or recommendations to add platform integration services amongst multiple devices.


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