Data Mining of Job Requirements in Online Job Advertisements Using Machine Learning and SDCA Logistic Regression

There are currently many job portals offering job positions in the form of job advertisements. In this article, we are proposing an approach to mine data from job advertisements on job portals. Mainly, it would concern job requirements mining from individual job advertisements. Our proposed system c...

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Bibliographic Details
Published in:Mathematics (Basel) 2021-10, Vol.9 (19), p.2475
Main Authors: Walek, Bogdan, Pektor, Ondrej
Format: Article
Language:English
Subjects:
Algorithms
Artificial intelligence
Automation
Classification
Data mining
data mining approach
Datasets
job advertisements
Job requirements
Labor market
Machine learning
Methods
Modules
Natural language processing
Ontology
SDCA logistic regression
Skills
Web portals
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