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.
Patent No.:
Date of Patent:
Nov. 14, 2017
Filed:
Mar. 23, 2017
Accenture Global Solutions Limited, Dublin, IE;
Abhilash Alexander Miranda, Dublin, IE;
Laura Alvarez, Dublin, IE;
Medb Corcoran, Dublin, IE;
Edward Burgin, Nottingham, GB;
Kristine Marie Renker, Grand Rapids, MI (US);
Kris Timmermans, Everberg, BE;
Kimberly De Maeseneer, Knokke-Heist, BE;
Amaury Reychler, Woluwé-Saint-Lambert, BE;
Shinichiro Shuda, El Segundo, CA (US);
Robert Willems, Miami, FL (US);
Laura O'Malley, Dublin, IE;
Urvesh Bhowan, Bray Wicklow, IE;
Pedro Sacristan, Dublin, IE;
Accenture Global Solutions Limited, Dublin, IE;
Abstract
A self-learning system for categorizing log entries may be provided. A text classifier may identify a log description of a log entry in response to text of the log description being associated with indicators of a word model. A datafield classifier may generate a datafield metrics including an accuracy of the categorical identifiers representing the datafield. A metafield classifier may generate a context metrics for the context of the log entry, the context metrics including an accuracy categorical identifiers representing the metafields. A combination classifier may form a weighted classification set and select a categorical identifier as being representative of the datafield based on the weighted classification set. A categorical controller may identify new categories based on an analysis of the context metrics of the log entry.