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. 02, 2023

Filed:

Apr. 29, 2020
Applicant:

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

Inventors:

Spandan Garg, Calgary, CA;

Jason R. Shaver, Redmond, WA (US);

Neelakantan Sundaresan, Bellevue, WA (US);

Roshanak Zilouchian Moghaddam, Kirkland, WA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/02 (2006.01); G06F 9/455 (2018.01); G06K 9/62 (2022.01); G06N 20/00 (2019.01); G06N 5/04 (2023.01); G06F 16/901 (2019.01); G06N 3/04 (2023.01); H04L 67/125 (2022.01); G06N 3/084 (2023.01);
U.S. Cl.
CPC ...
G06F 9/45512 (2013.01); G06F 16/9024 (2019.01); G06K 9/6256 (2013.01); G06K 9/6282 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); G06N 3/0454 (2013.01); G06N 3/084 (2013.01); H04L 67/125 (2013.01);
Abstract

Examples of the usage of a command of a command line interface includes the command with a set of parameters and corresponding parameter values. The examples are generated from telemetry data, which does not contain parameter values, and from web-based sources that may contain multiple parameter values. A machine learning model is used to predict the data type of a parameter value when the parameter is used with a particular command. The predicted data type is then used to select an appropriate parameter value for the example from multiple known parameter values or to generate a parameter value when no known parameter value exists.


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