Soft skills in personnel training: Report of publications in scopus, topics explored and future research agenda

LC Espina-Romero, SLA Franco, HOD Conde… - Heliyon, 2023 - cell.com
Recent research has documented the interest of organizations in training their staff in soft
skills, but few studies have been found. Therefore, the objective of this research was to …

[HTML][HTML] Towards ESCO 4.0–Is the European classification of skills in line with Industry 4.0? A text mining approach

F Chiarello, G Fantoni, T Hogarth, V Giordano… - … Forecasting and Social …, 2021 - Elsevier
ESCO is a multilingual classification of Skills, Competences, Qualifications, and Occupations
created by the European Commission to improve the supply of information on skills demand …

[HTML][HTML] The worker profiler: Assessing the digital skill gaps for enhancing energy efficiency in manufacturing

S Fareri, R Apreda, V Mulas, R Alonso - Technological Forecasting and …, 2023 - Elsevier
In recent years, the manufacturing sector has been responsible for nearly 55% of total
energy consumption, inducing a major impact on the global ecosystem. Although …

Towards a German labor market ontology: Challenges and applications

J Dörpinghaus, J Binnewitt, S Winnige… - Applied …, 2023 - content.iospress.com
The labor market is an area with diverse data structures and multiple applications, such as
matching job seekers with the right training or job. For this reason, the multilingual …

Enhancing industry 4.0 standards interoperability via knowledge graphs with natural language processing

N Melluso, I Grangel-González, G Fantoni - Computers in Industry, 2022 - Elsevier
Abstract Industry 4.0 (I4. 0) has brought several challenges related to the need to acquire
and integrate large amounts of data from multiple sources in order to integrate these …

[HTML][HTML] The impact of ChatGPT on human skills: A quantitative study on twitter data

V Giordano, I Spada, F Chiarello, G Fantoni - … Forecasting and Social …, 2024 - Elsevier
Abstract The novel generative Artificial Intelligence (AI) developed by OpenAI, ie, ChatGPT,
rised a great interest in both scientific and business contexts. This new wave of …

Rethinking skill extraction in the job market domain using large language models

KC Nguyen, M Zhang, S Montariol… - arXiv preprint arXiv …, 2024 - arxiv.org
Skill Extraction involves identifying skills and qualifications mentioned in documents such as
job postings and resumes. The task is commonly tackled by training supervised models …

A context-aware approach for extracting hard and soft skills

I Wings, R Nanda, KJ Adebayo - Procedia Computer Science, 2021 - Elsevier
The continuous growth in the online recruitment industry has made the candidate screening
process costly, labour intensive, and time-consuming. Automating the screening process …

Challenges of automated identification of access to education and training in Germany

J Dörpinghaus, D Samray, R Helmrich - Information, 2023 - mdpi.com
The German labor market relies heavily on vocational training, retraining, and continuing
education. In order to match training seekers with training offers and to make the available …

Web Mining of Online Resources for German Labor Market Research and Education: Finding the Ground Truth?

A Fischer, J Dörpinghaus - Knowledge, 2024 - mdpi.com
The labor market is highly dependent on vocational and academic education, training,
retraining, and further education in order to master challenges such as advancing …