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. 21, 2021

Filed:

Feb. 24, 2017
Applicant:

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

Inventors:

Ankan Saha, San Francisco, CA (US);

Ajith Muralidharan, Sunnyvale, CA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 16/248 (2019.01); G06F 16/2458 (2019.01); G06F 16/25 (2019.01); G16H 70/60 (2018.01); G06N 5/02 (2006.01); G06Q 50/00 (2012.01); G06N 5/04 (2006.01); H04L 29/08 (2006.01); G16H 80/00 (2018.01); G16H 10/60 (2018.01); H04L 29/06 (2006.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 16/248 (2019.01); G06F 16/2471 (2019.01); G06F 16/256 (2019.01); G06N 5/022 (2013.01); G06N 5/04 (2013.01); G06Q 50/01 (2013.01); G16H 70/60 (2018.01); G16H 80/00 (2018.01); H04L 67/306 (2013.01); G16H 10/60 (2018.01); H04L 67/10 (2013.01); H04L 67/42 (2013.01);
Abstract

A system, a machine-readable storage medium storing instructions, and a computer-implemented method as described herein are directed to a Fast Ranker Engine that identifies global model features present in an article in a social network service. The Fast Ranker Engine assembles respective fixed vectors based on at least one member account feature and each coefficient that corresponds to a present global article feature of the global model. The Fast Ranker Engine generates a transformation feature(s) for a prediction model of the article based on the respective fixed vectors.


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