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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.:

US 12008304 B1

PDFFull Text
Date of Patent:
Jun. 11, 2024

Filed:

May. 06, 2022

Machine learning based classification and annotation of paragraph of resume document images based on visual properties of the resume document images, and methods and apparatus for the same

Applicant:

Icims, Inc., Holmdel, NJ (US);

Inventors:

Eoin O'Gorman, London, GB;

Adrian Mihai, Dublin, IE;

Assignee:

iCIMS, Inc., Holmdel, NJ (US);

Attorney:

COOLEY LLP

Primary Examiner:

Jason T Edwards

Int. Cl.
CPC ...
G06F 17/00 (2019.01); G06F 18/21 (2023.01); G06F 18/214 (2023.01); G06F 40/103 (2020.01); G06F 40/169 (2020.01); G06F 40/197 (2020.01); G06N 20/00 (2019.01); G06Q 10/1053 (2023.01); G06V 30/414 (2022.01);
U.S. Cl.
CPC ...
G06F 40/103 (2020.01); G06F 18/214 (2023.01); G06F 18/217 (2023.01); G06F 40/169 (2020.01); G06F 40/197 (2020.01); G06N 20/00 (2019.01); G06Q 10/1053 (2013.01); G06V 30/414 (2022.01); G06V 2201/13 (2022.01);
Abstract

In some embodiments, a method can include generating a resume document image having a standardized format, based on a resume document having a set of paragraphs. The method can further include executing a statistical model to generate an annotated resume document image from the resume document image. The annotated resume document image can indicate a bounding box and a paragraph type, for a paragraph from a set of paragraphs of the annotated resume document image. The method can further include identifying a block of text in the resume document corresponding to the paragraph of the annotated resume document image. The method can further include extracting the block of text from the resume document and associating the paragraph type to the block of text.

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