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:
Dec. 01, 2020

Filed:

Nov. 17, 2017
Applicant:

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

Inventors:

Jinyun Yan, Sunnyvale, CA (US);

Peng Du, Houston, TX (US);

Shaunak Chatterjee, Sunnyvale, CA (US);

Shipeng Yu, Sunnyvale, CA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 7/00 (2006.01); G06Q 50/00 (2012.01); G06Q 10/10 (2012.01); G06N 20/00 (2019.01); G06F 3/0481 (2013.01);
U.S. Cl.
CPC ...
G06N 7/005 (2013.01); G06F 3/04817 (2013.01); G06N 20/00 (2019.01); G06Q 10/1053 (2013.01); G06Q 50/01 (2013.01);
Abstract

A method can include determining, based on learned parameter values, an intrinsic interest and an affinity for the user to be influenced to visit the website, determining, using the learned parameter values, intrinsic interest, and affinity for the user to be influenced to visit the website, a first probability indicating a likelihood that the user will, in response to viewing a badge notification, turn off notifications or delete an app and a second probability indicating a likelihood that the user will, in response to viewing the badge notification on the app, visit a website, in response to determining the second probability is greater than a threshold larger than the first probability, causing the app to include the badge notification when displayed on the user device.


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