Tackling the HR digitalization challenge: key factors and barriers to HR analytics adoption

V Fernandez, E Gallardo-Gallardo - Competitiveness Review: An …, 2021 - emerald.com
Purpose This paper aims to contribute to the literature on human resources (HR)
digitalization, specifically on HR analytics, disentangling the concept of analytics applied to …

A critical review of HR analytics: visualization and bibliometric analysis approach

M Arora, A Prakash, S Dixit, A Mittal… - Information Discovery and …, 2022 - emerald.com
Purpose This study aims to analyze the existing literature in human resource analytics and
highlights the future research agenda and trends in the same context. It deals with …

A survey on skill identification from online job ads

I Khaouja, I Kassou, M Ghogho - IEEE Access, 2021 - ieeexplore.ieee.org
A changing job market, influenced by different factors such as globalization and
demographic growth, urges close monitoring. The digitization of the job market has given the …

Skill requirements in job advertisements: A comparison of skill-categorization methods based on wage regressions

Z Ao, G Horváth, C Sheng, Y Song, Y Sun - Information Processing & …, 2023 - Elsevier
In this paper, we compare different methods to extract skill demand from the text of job
descriptions. We propose the fraction of wage variation explained by the extracted skills as a …

[HTML][HTML] Soft skills required from software professionals in New Zealand

M Galster, A Mitrovic, S Malinen, J Holland… - Information and Software …, 2023 - Elsevier
Context: Soft skills (eg, communication) significantly contribute to software project success.
Objective: We aim to understand (a) what are relevant soft skills in software engineering,(b) …

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 …

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 …

Kompetencer: Fine-grained skill classification in danish job postings via distant supervision and transfer learning

M Zhang, KN Jensen, B Plank - Proceedings of the Thirteenth …, 2022 - aclanthology.org
Skill Classification (SC) is the task of classifying job competences from job postings. This
work is the first in SC applied to Danish job vacancy data. We release the first Danish job …

Extracting knowledge from on-line sources for software engineering labor market: A mapping 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 …

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 …