公开(公告)号：US20240362397A1

公开(公告)日：2024-10-31

申请号：US18655781

申请日：2024-05-06

Applicant: iCIMS, Inc.

Inventor： Eoin O'GORMAN ,  Adrian MIHAI

IPC: G06F40/103 ,  G06F18/21 ,  G06F18/214 ,  G06F40/169 ,  G06F40/197 ,  G06N20/00 ,  G06Q10/1053 ,  G06V30/414

CPC classification number: G06F40/103 ,  G06F18/214 ,  G06F18/217 ,  G06F40/169 ,  G06F40/197 ,  G06N20/00 ,  G06Q10/1053 ,  G06V30/414 ,  G06V2201/13

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.

公开(公告)号：US20250061128A1

公开(公告)日：2025-02-20

申请号：US18408937

申请日：2024-01-10

Applicant: iCIMS, Inc.

Inventor： Liliya AKHTYAMOVA ,  Eoin O'GORMAN

IPC: G06F16/25 ,  G06F16/9532 ,  G06F16/9538 ,  G06Q10/0631 ,  G06Q10/1053

Abstract: In an embodiment, a plurality of ballots (1) for a plurality of candidates, (2) generated by a plurality of search engines, and (3) for a job description are received. Each ballot from the plurality of ballots is generated by a search engine from the plurality of search engines different than remaining search engines from the plurality of search engines. A mathematical representation that indicates, for each candidate from the plurality of candidates, how many other candidates from the plurality of candidates that candidate was ranked higher than in the plurality of ballots is generated. A final ballot ranking the plurality of candidates is generated using a trained statistical model and based on the mathematical representation. A candidate from the plurality of candidates for the job description is identified based on the final ballot.

公开(公告)号：US20220366123A1

公开(公告)日：2022-11-17

申请号：US17738806

申请日：2022-05-06

Applicant: iCIMS, Inc.

Inventor： Eoin O'GORMAN ,  Adrian MIHAI

IPC: G06F40/103 ,  G06N20/00 ,  G06F40/197 ,  G06Q10/10 ,  G06K9/62 ,  G06V30/414 ,  G06F40/169

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.