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:
Jan. 31, 2023
Filed:
Apr. 15, 2020
Applicant:
Forcepoint, Llc, Austin, TX (US);
Inventors:
Christopher Poirel, Baltimore, MD (US);
Amanda Kinnischtzke, Englewood, NJ (US);
Assignee:
Forcepoint LLC, Austin, TX (US);
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/237 (2020.01); G06N 20/00 (2019.01); G10L 15/18 (2013.01); G06F 21/31 (2013.01); G06F 21/55 (2013.01);
U.S. Cl.
CPC ...
G06F 40/237 (2020.01); G06F 21/316 (2013.01); G06F 21/552 (2013.01); G06F 21/554 (2013.01); G06N 20/00 (2019.01); G10L 15/18 (2013.01);
Abstract
A system, method, and computer-readable medium are disclosed for performing a lexicon construction operation. The lexicon construction operation includes: identifying a corpus, the corpus comprising a plurality of training events, each of the plurality of training events comprising a term; grouping terms from the plurality of training events into topic clusters; analyzing the plurality of topic clusters, the analyzing providing a plurality of classified clusters; and, deriving a plurality of learned lexicons from the plurality of classified clusters.