Linking vocational archive data using an occupations and educations centric ontology
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Abstract
"In this paper, an approach is presented for semantically enriching and linking historical vocational education and training (VET) documents using an ontology-centric method grounded in occupations and educational programs. The present study draws on a digitized corpus of archival documents from various political regimes in Germany — including the German Empire, the German Democratic Republic (GDR), and the Federal Republic Germany (FRG) — in order to explore strategies for annotating job titles and aligning them with standardized taxonomies such as KldB and ISCO. The proposed methodology integrates phrase matching, classification models, and ontology-based linking via the German Labor Market Ontology (GLMO), thereby enabling cross-referencing of documents by occupation and educational structure. The proposed workflow is designed to support longitudinal studies and promote interoperability across fragmented archival collections. This offers a scalable solution for labor market and education research." (Authors' abstract, BIBB-Doku)
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Proceedings of the Joint Workshop on Humanities-Centred Artificial Intelligence and Formal & Cognitive Reasoning (CHAI+FCR 2025), September 16, 2026, co-located with 48th German Conference on Artificial Intelligence (KI 2025), September 16–19, 2025. Potsdam, Germany / Sylvia Melzer [Hrsg.] ; Hagen Peukert [Hrsg.] ; Stefan Thiemann [Hrsg.] ; Magnus Bender [Hrsg.] ; Özgür L. Özçep [Hrsg.] ; Nele Russwinkel [Hrsg.] ; Kai Sauerwald [Hrsg.] ; Diedrich Wolter [Hrsg.]
Aktuell und lesenswert 1_2026 Beiträge in Sammelbänden und Zeitschriften
Aktuell und lesenswert 1_2026 Beiträge in ZS und SB ab 16 März
Aktuell und lesenswert 1_2026 Beiträge in Sammelbänden und Zeitschriften
Aktuell und lesenswert 1_2026 Beiträge in ZS und SB ab 16 März
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