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Job Matching using Artificial Intelligence

Authors :
Sukit Kitichalermkiat
Vishakha Singh
Suntaree Chaowiang
Sumet Tangprasert
Pornthep Chiraprawattrakun
Nopbhorn Leeprechanon
Source :
International Journal on Soft Computing, Artificial Intelligence and Applications. 11:1-12
Publication Year :
2022
Publisher :
Academy and Industry Research Collaboration Center (AIRCC), 2022.

Abstract

The job market has expanded exponentially in the past few years. With many recruiters and candidates, it is not an easy task to match a perfect candidate with a perfect job. The recruiter targets candidates with the required skill sets mentioned in the job descriptions, while candidates target their dream jobs. The search frictions and skills mismatch are persistent problems. In this paper, we build a model that would match companies with candidates with the right skills and workers with the right company. We have further developed an algorithm to investigate people’s hiring history for better results.

Details

ISSN :
23194081
Volume :
11
Database :
OpenAIRE
Journal :
International Journal on Soft Computing, Artificial Intelligence and Applications
Accession number :
edsair.doi...........34101e7c1e0a12cf1ea1e58099002a5f
Full Text :
https://doi.org/10.5121/ijscai.2021.11301