Towards a German labor market ontology: Challenges and applications

Author:

Dörpinghaus Jens12,Binnewitt Johanna13,Winnige Stefan1,Hein Kristine1,Krüger Kai1

Affiliation:

1. Federal Institute for Vocational Education and Training (BIBB), Germany

2. University of Koblenz, Germany

3. University of Cologne, Germany

Abstract

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 classification of European Skills, Competences, Qualifications and Occupations (ESCO) is a good example of the central role of ontologies in this area. However, ESCO cannot provide all the details of local labor market needs and does not provide links to other hierarchies of competences. For example, other taxonomies of occupations and skills are widely used in German-speaking countries, but they are not in a state where they are easily accessible for interoperability and reasoning. In this paper, we present a first version of a German Labor Market Ontology (GLMO) that uses ESCO as a top-level ontology for the target domain. This makes it highly interoperable and comparable to existing ontologies by providing details for the regional structures in German-speaking countries. In addition, we present a detailed evaluation of the provided data and applications, as well as an extensive discussion of future work.

Publisher

IOS Press

Subject

Linguistics and Language,Language and Linguistics,General Computer Science

Reference59 articles.

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3. Blobel, B. & Yang, B. (2018). The role of axiomatically-rich ontologies in transforming medical data to knowledge. In PHealth 2018: Proceedings of the 15th International Conference on Wearable Micro and Nano Technologies for Personalized Health 12–14 June 2018, Gjøvik, Norway (Vol. 249, p. 38). IOS Press.

4. Bojanowski, A. (2008). Tätigkeit” und” Kompetenz” im Diskurs über benachteiligte Jugendliche-ein heuristisches Tableau. In der Tat kompetent (pp. 183–194). Bielefeld: Bertelsmann.

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