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Auflistung nach Schlagwort "Labor Market research"

1 - 2 von 2
  • Konferenzbeitrag
    Educational pathways in a German labor market knowledge graph
    (INFORMATIK 2024, 2024) Kostadinovska, Katerina; Dörpinghaus, Jens
    Educational pathways play a pivotal role in fostering lifelong learning and skilled workforces. We build upon a German labor market knowledge graph that was developed from the German Labor Market Ontology (GLMO). The GLMO provides entities for qualifications, such as occupations and training programs, as well as tools and skills. To conduct research on educational pathways, we employ several graph algorithms, such as shortest paths, and present the results. It is possible to demonstrate the advantages of digital methods in sociological research, thereby advancing the boundaries of computational social sciences in labor market research.
  • Konferenzbeitrag
    Extending the German Labor Market Ontology with Online Data
    (INFORMATIK 2024, 2024) Martić, Diana; Fischer, Andreas; Dörpinghaus, Jens
    The overall aim of this paper is to increase the comprehensiveness of the German Labour Market Ontology (GLMO). The GLMO provides entities for qualifications, such as occupations and training programs, as well as tools and skills. However, like most knowledge graphs, the GLMO provides only partially complete relationships between entities. This, for instance, affects the mappings of related tools, skills, and qualifications. To enrich the GLMO, publicly available data from the platforms of the Federal Employment Agency are extracted and combined with the GLMO. This integration process has led to the creation of additional entity classes for occupational metadata, including activity fields or activity areas. Moreover, additional links between skills and occupations, and between related qualifications have been established.