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:
May. 05, 2020

Filed:

Aug. 28, 2015
Applicant:

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

Inventors:

Rupesh Gupta, Sunnyvale, CA (US);

Ravi Kiran Holur Vijay, Mountain View, CA (US);

Hsiao-Ping Tseng, Fremont, CA (US);

Romer E. Rosales, Burlingame, CA (US);

Assignee:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2006.01); G06N 20/00 (2019.01); H04L 12/58 (2006.01); H04L 29/08 (2006.01); G06Q 30/02 (2012.01); G06Q 50/00 (2012.01);
U.S. Cl.
CPC ...
G06Q 30/0203 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); G06Q 30/0201 (2013.01); G06Q 50/01 (2013.01); H04L 51/32 (2013.01); H04L 67/2828 (2013.01);
Abstract

This disclosure relates to systems and methods that include configuring a machine learning system to train on a plurality of messages transmitted to target groups of an online social networking service, determining a threshold differential and a weight value using responses to the plurality of messages, and send the input message to the target in response to a differential between the expected number of positive responses and the weight multiplied by the expected number of negative responses being greater than the threshold differential.


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