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Online labour index: Measuring the online gig economy for policy and research
Labour markets are thought to be in the midst of a dramatic transformation, where standard
employment is increasingly supplemented or substituted by temporary work mediated by …
employment is increasingly supplemented or substituted by temporary work mediated by …
Text mining of industry 4.0 job advertisements
Since changes in job characteristics in areas such as Industry 4.0 are rapid, fast tool for
analysis of job advertisements is needed. Current knowledge about competencies required …
analysis of job advertisements is needed. Current knowledge about competencies required …
Classifying online job advertisements through machine learning
The rapid growth of Web usage for advertising job positions provides a great opportunity for
real-time labour market monitoring. This is the aim of Labour Market Intelligence (LMI), a …
real-time labour market monitoring. This is the aim of Labour Market Intelligence (LMI), a …
Data science for job market analysis: A survey on applications and techniques
The job market is evolving continuously due to changes in economic landscapes,
technological improvements, and skill requirements. In the era of digitalization, a wealth of …
technological improvements, and skill requirements. In the era of digitalization, a wealth of …
Using KNN algorithm for classification of textual documents
A Moldagulova, RB Sulaiman - 2017 8th international …, 2017 - ieeexplore.ieee.org
Nowadays the exponential growth of generation of textual documents and the emergent
need to structure them increase the attention to the automated classification of documents …
need to structure them increase the attention to the automated classification of documents …
Skills in demand for ICT and statistical occupations: Evidence from web‐based job vacancies
Online job portals collecting web vacancies have become important media for job demand
and supply matching. They also represent a growing research area for the application of …
and supply matching. They also represent a growing research area for the application of …
WoLMIS: A labor market intelligence system for classifying web job vacancies
In the last decades, an increasing number of employers and job seekers have been relying
on Web resources to get in touch and to find a job. If appropriately retrieved and analyzed …
on Web resources to get in touch and to find a job. If appropriately retrieved and analyzed …
Soft and hard skills identification: insights from IT job advertisements in the CIS region
A Ternikov - PeerJ Computer Science, 2022 - peerj.com
Labor market transformations significantly affect the sphere of information technologies (IT)
introducing new instruments, architectures, and frameworks. Employers operate with new …
introducing new instruments, architectures, and frameworks. Employers operate with new …
Two stage job title identification system for online job advertisements
Data science techniques are powerful tools for extracting knowledge from large datasets.
Analyzing the job market by classifying online job advertisements (ads) has recently …
Analyzing the job market by classifying online job advertisements (ads) has recently …
Using machine learning for labour market intelligence
The rapid growth of Web usage for advertising job positions provides a great opportunity for
real-time labour market monitoring. This is the aim of Labour Market Intelligence (LMI), a …
real-time labour market monitoring. This is the aim of Labour Market Intelligence (LMI), a …