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Comparing a legacy tools taxonomy with digital tools from Computer Science Ontology

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2024

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Gesellschaft für Informatik e.V.

Zusammenfassung

In 2018, BIBB introduced a legacy tools taxonomy for labor market research which is enhanced utilizing the Computer Science Ontology (CSO) and dual-language translation to incorporate additional information. The main research question is if it is feasible to enrich or rebuild an existing taxonomy on the basis of CSO. This poster presents a novel approach to enrich the CSO with data from DBpedia, creating a dual-language ontology enriched with tools and entities. This includes an ML-based approach to identify tools and compares the results with the legacy work tools taxonomy to identify the gaps.

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Tiemann, Michael; Dörpinghaus, Jens; Hariharapura Shivashankar, Venkatesh; Dorau, Ralf (2024): Comparing a legacy tools taxonomy with digital tools from Computer Science Ontology. INFORMATIK 2024. DOI: 10.18420/inf2024_179. Bonn: Gesellschaft für Informatik e.V.. PISSN: 1617-5468. ISBN: 978-3-88579-746-3. pp. 2059-2061. Digitalization and AI for and in Education and Educational Research (DAI-EaR'24). Wiesbaden. 24.-26. September 2024

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