Invention Grant
- Patent Title: Machine-generated examples of command-line commands with parameter values
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Application No.: US16861645Application Date: 2020-04-29
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Publication No.: US11640294B2Publication Date: 2023-05-02
- Inventor: Spandan Garg , Jason R. Shaver , Neelakantan Sundaresan , Roshanak Zilouchian Moghaddam
- Applicant: MICROSOFT TECHNOLOGY LICENSING, LLC.
- Applicant Address: US WA Redmond
- Assignee: MICROSOFT TECHNOLOGY LICENSING, LLC.
- Current Assignee: MICROSOFT TECHNOLOGY LICENSING, LLC.
- Current Assignee Address: US WA Redmond
- Main IPC: G06N3/02
- IPC: G06N3/02 ; G06F9/455 ; G06K9/62 ; G06N20/00 ; G06N5/04 ; G06F16/901 ; G06N3/04 ; H04L67/125 ; G06N3/084

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.
Public/Granted literature
- US20210342654A1 MACHINE-GENERATED EXAMPLES OF COMMAND-LINE COMMANDS WITH PARAMETER VALUES Public/Granted day:2021-11-04
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