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Applying consistent log levels to application log messages

  • US 10,318,405 B2
  • Filed: 08/24/2016
  • Issued: 06/11/2019
  • Est. Priority Date: 08/24/2016
  • Status: Active Grant
First Claim
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1. A computer-implemented method executed on a machine having at least one processor, a memory, and a communication platform for analyzing log message content, the method comprising:

  • detecting, by the at least one processor, log messages in an application code;

    identifying, by the at least one processor, a log level assigned to each of the log messages by a user, via a log level assignment component;

    performing natural language processing (NLP) analysis on each of the log messages, via an NLP analysis tool, by employing training data in combination with at least keyword and synonym matching percentage analysis criteria;

    determining, in response to the NLP analysis, a severity score of each of the log messages via a score classification component;

    comparing content of the log messages with content of log messages derived from other application code written by other users;

    automatically reclassifying, via a reclassification device, and based on the severity score and the compared content, the assigned log level of one or more of the log messages to a different log level; and

    outputting reclassified log messages to an interface of a computing device.

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