Invention Grant
- Patent Title: Devices, systems and methods for assessing a match between job descriptions and resumes
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Application No.: US17140317Application Date: 2021-01-04
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Publication No.: US12033416B2Publication Date: 2024-07-09
- Inventor: Javier Ponce Suarez , Oscar Vergé Arderiu , Mandar Naik , Ruben Robledo Velazquez
- Applicant: Atos IT Solutions and Services, Inc.
- Applicant Address: US DE New Castle
- Assignee: ATOS France
- Current Assignee: ATOS France
- Current Assignee Address: FR Bezons
- Agency: ARC IP Law, PC
- Agent Joseph J. Mayo
- Main IPC: G06V30/418
- IPC: G06V30/418 ; G06F18/21 ; G06F18/214 ; G06F18/2411 ; G06N20/00 ; G06Q10/1053 ; G06V30/19 ; G06V30/414

Abstract:
The invention relates to a device for assessing a match between job descriptions and resumes. The device comprises:
a memory for storing,
a first database comprising one or more job description documents, each job description document defining a description of a job, and
a second database comprising one or more resume documents, each resume document defining a resume for applying to a job description,
a receiver for receiving a matching request from a user,
a first machine learning engine for determining a correlation between the matching request and a keyword-based data structure, the keyword-based data structure defining, for each document of the first database and the second database, one or more predefined keywords that have been found in the document, the first machine learning engine implementing a classification algorithm, and
at least one processor for generating a matching score based on the strength of the correlation.
The invention also to a system and a method thereof.
a memory for storing,
a first database comprising one or more job description documents, each job description document defining a description of a job, and
a second database comprising one or more resume documents, each resume document defining a resume for applying to a job description,
a receiver for receiving a matching request from a user,
a first machine learning engine for determining a correlation between the matching request and a keyword-based data structure, the keyword-based data structure defining, for each document of the first database and the second database, one or more predefined keywords that have been found in the document, the first machine learning engine implementing a classification algorithm, and
at least one processor for generating a matching score based on the strength of the correlation.
The invention also to a system and a method thereof.
Public/Granted literature
- US20220215196A1 DEVICES, SYSTEMS AND METHODS FOR ASSESSING A MATCH BETWEEN JOB DESCRIPTIONS AND RESUMES Public/Granted day:2022-07-07
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