Estimating Industry 4.0 impact on job profiles and skills using text mining

S Fareri, G Fantoni, F Chiarello, E Coli, A Binda - Computers in industry, 2020 - Elsevier
Industry 4.0 is introducing rapid and epochal changes and challenges. Among these, the
issue of skills and job profiles is assuming a critical role. In fact, the literature highlights not …

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 …

A problem-solving ontology for human-centered cyber physical production systems

F Ansari, M Khobreh, U Seidenberg, W Sihn - CIRP Journal of …, 2018 - Elsevier
Cyber physical social systems (CPSS) tend to integrate computation with physical processes
as well as human and social characteristics. The fusion of cyber, physical, and socio spaces …

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 …

[HTML][HTML] An AI-based open recommender system for personalized labor market driven education

M Tavakoli, A Faraji, J Vrolijk, M Molavi, ST Mol… - Advanced Engineering …, 2022 - Elsevier
Attaining those skills that match labor market demand is getting increasingly complicated,
not in the last place in engineering education, as prerequisite knowledge, skills, and abilities …

A knowledge-based approach for representing jobholder profile toward optimal human–machine collaboration in cyber physical production systems

F Ansari, P Hold, M Khobreh - CIRP Journal of manufacturing science and …, 2020 - Elsevier
Increasing number of AI-enhanced approaches provide helpful “know-how” for reproducing
and imitating skills and finally substituting human jobs with algorithms and intelligent …

Knowledge management 4.0: theoretical and practical considerations in cyber physical production systems

F Ansari - IFAC-PapersOnLine, 2019 - Elsevier
Abstract Knowledge Management in the era of Industry 4.0 (KM 4.0) in both human-and
technology-oriented perspectives is a strategic and operational function comprising …

Immersive and interactive cyber-physical system (I2CPS) and virtual reality interface for human involved robotic manufacturing

H Yun, MBG Jun - Journal of Manufacturing Systems, 2022 - Elsevier
Smart manufacturing promotes the demand of new interfaces for communication with
autonomies such as big data analysis, digital twin, and self-decisive control. Collaboration …

A recommender system for open educational videos based on skill requirements

M Tavakoli, S Hakimov, R Ewerth… - 2020 IEEE 20th …, 2020 - ieeexplore.ieee.org
In this paper, we suggest a novel method to help learners find relevant open educational
videos to master skills demanded on the labour market. We have built a prototype, which 1) …

Development of a benchmark corpus to support entity recognition in job descriptions

TAF Green, D Maynard, C Lin - Proceedings of the Thirteenth …, 2022 - eprints.whiterose.ac.uk
We present the development of a benchmark suite consisting of an annotation schema,
training corpus and baseline model for Entity Recognition (ER) in job descriptions …