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:
Sep. 28, 2021

Filed:

Mar. 20, 2019
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Corville O. Allen, Morrisville, NC (US);

Andrew R. Freed, Cary, NC (US);

Scott N. Gerard, Wake Forest, NC (US);

Dorian B. Miller, Cary, NC (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 11/07 (2006.01); G06F 11/36 (2006.01); G06F 40/211 (2020.01); G06F 40/247 (2020.01);
U.S. Cl.
CPC ...
G06F 11/3636 (2013.01); G06F 11/07 (2013.01); G06F 11/0781 (2013.01); G06F 11/3664 (2013.01); G06F 40/211 (2020.01); G06F 40/247 (2020.01);
Abstract

A method is provided for analyzing log message content. The computer-implemented method may include detecting, by at least one processor, log messages in an application code, identifying a log level assigned to each of the log messages, and performing natural language processing (NLP) analysis on each of the log messages by using at least keyword and synonym matching percentage analysis criteria. The computer-implemented method may further include determining, in response to the NLP analysis, a severity score of each of the log messages, and reclassifying, based on the severity score, the assigned log level of one or more of the log messages to a different log level.


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