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 …

Digital transformation strategies, practices, and trends: a large-scale retrospective study based on machine learning

F Gurcan, GD Boztas, GGM Dalveren, M Derawi - Sustainability, 2023 - mdpi.com
The purpose of this research is to identify the areas of interest, research topics, and
application areas that reflect the research nature of digital transformation (DT), as well as 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 …

Business Intelligence Strategies, Best Practices, and Latest Trends: Analysis of Scientometric Data from 2003 to 2023 Using Machine Learning

F Gurcan, A Ayaz, GG Menekse Dalveren, M Derawi - Sustainability, 2023 - mdpi.com
The widespread use of business intelligence products, services, and applications piques the
interest of researchers in this field. The interest of researchers in business intelligence …

[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) …

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 …

Why am I willing to collaborate with AI? Exploring the desire for collaboration in human-AI hybrid group brainstorming

S Chen, Y Zhao - Kybernetes, 2025 - emerald.com
Purpose Human-artificial intelligence (AI) collaboration, as a new form of cooperative
interaction, has been applied in brainstorming activities. This study aims to explore the …

Investigating the online recruitment and selection journey of novice software engineers: Anti-patterns and recommendations

M Setúbal, T Conte, M Kalinowski… - Empirical Software …, 2024 - Springer
The growing software development market has increased the demand for qualified
professionals in Software Engineering (SE). To this end, companies must enhance their …

Hierarchical Classification of Transversal Skills in Job Advertisements Based on Sentence Embeddings

F Leon, M Gavrilescu, SA Floria, AA Minea - Information, 2024 - mdpi.com
This paper proposes a classification methodology aimed at identifying correlations between
job ad requirements and transversal skill sets, with a focus on predicting the necessary skills …

Junior Software Engineers' International Communication and Collaboration Competences

A Niva, J Markkula, E Annanperä - IEEE Access, 2023 - ieeexplore.ieee.org
Present-day Software Engineering working environment is highly international. Teams are
commonly formed of people from different nationalities and cultural backgrounds. The team's …