Estimating Industry 4.0 impact on job profiles and skills using text mining
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 …
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
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 …
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
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 …
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 …
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
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 …
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
Increasing number of AI-enhanced approaches provide helpful “know-how” for reproducing
and imitating skills and finally substituting human jobs with algorithms and intelligent …
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 …
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
Smart manufacturing promotes the demand of new interfaces for communication with
autonomies such as big data analysis, digital twin, and self-decisive control. Collaboration …
autonomies such as big data analysis, digital twin, and self-decisive control. Collaboration …
A recommender system for open educational videos based on skill requirements
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) …
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
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 …
training corpus and baseline model for Entity Recognition (ER) in job descriptions …