Data mining approach to monitoring the requirements of the job market: A case study

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[PDF] arxiv.org

A comprehensive survey of artificial intelligence techniques for talent analytics

C Qin, L Zhang, Y Cheng, R Zha, D Shen… - ar** soft skills from any text
S Fareri, N Melluso, F Chiarello, G Fantoni - Expert Systems with …, 2021 - Elsevier
In today's digital world, there is an increasing focus on soft skills. On the one hand, they
facilitate innovation at companies, but on the other, they are unlikely to be automated soon …
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Data science for job market analysis: A survey on applications and techniques

I Rahhal, I Kassou, M Ghogho - Expert Systems with Applications, 2024 - Elsevier
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 …
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Online labour market analytics for the green economy: The case of electric vehicles

M Papoutsoglou, ES Rigas, GM Kapitsaki… - … Forecasting and Social …, 2022 - Elsevier
Since job characteristics in areas related to the green economy and Industry 4.0 are
changing rapidly, combined methodologies to measure the labour demand and supply are …
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[PDF] plos.org

Analysis of big data job requirements based on K-means text clustering in China

D Debao, M Yinxia, Z Min - PloS one, 2021 - journals.plos.org
This paper aims to understand the characteristics of domestic big data jobs requirements
through k-means text clustering, help enterprises, and employees to identify big data talents …
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The Corporate Social Responsibility professional: A content analysis of job advertisements

MW Barbosa, VM de Oliveira - Journal of cleaner production, 2021 - Elsevier
Although many organizations have been currently implementing Corporate Social
Responsibility (CSR) practices, little is known about the required competencies for the …
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Understanding demand for project manager competences in the construction industry: Data mining approach

J Zheng, Q Wen, M Qiang - Journal of Construction Engineering and …, 2020 - ascelibrary.org
Construction project managers (CPMs) are highly in demand in the construction industry, but
this has not yet comprehensively been studied from a demand-side perspective. This study …
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[PDF] ieee.org

Extracting knowledge from on-line sources for software engineering labor market: A map** study

M Papoutsoglou, A Ampatzoglou, N Mittas… - IEEE …, 2019 - ieeexplore.ieee.org
Software engineering is a continuously evolving sector and the demands of the related labor
market result in a wide variety of job openings, ranging from developers to customer service …
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