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:
Aug. 29, 2023

Filed:

Sep. 12, 2022
Applicant:

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

Inventors:

Robert Bradley Gilbert, Kirkland, WA (US);

Alison Rachel Wu, Redmond, WA (US);

Aamir Rasheed, Lake Forest Park, WA (US);

Prakhar Srivastava, Seattle, WA (US);

Doru Kesriyeli, Vancouver, CA;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 67/1095 (2022.01); G06F 8/65 (2018.01); H04L 67/306 (2022.01);
U.S. Cl.
CPC ...
H04L 67/1095 (2013.01); G06F 8/65 (2013.01); H04L 67/306 (2013.01);
Abstract

Migration of a user of a computing device to accept an updated version of a software feature to the exclusion of a prior version of the software feature is implemented without user friction. Telemetry data corresponding to use of the updated version and of the prior version is stored. The telemetry data is evaluated utilizing a trained machine learning model trained using external telemetry data with respect to use of the updated version and to use of the prior version. A migration acceptance value indicative of whether the user will accept use of the updated version to exclusion of the prior version is calculated. The migration acceptance value is compared to a threshold value determined by the trained model. If the migration acceptance value exceeds the threshold value, the prior version is excluded from the user profile.


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