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Towards a Benchmark Dataset for the Digital Humanities

Ernst, Felix 1; Blumenröhr, Nicolas ORCID iD icon 1
1 Scientific Computing Center (SCC), Karlsruher Institut für Technologie (KIT)

Abstract:

Applications of ontology matching such as ontology engineering, information sharing or query answering are of growing importance in the field of Digital Humanities (DH). To gain knowledge about suitable ontology matching tools for DH research, a successful evaluation of these is crucial. Unfortunately, there exist no reference alignment datasets that address DH-specific requirements such as support of multiple (historic) languages, domain-specific terms and an easily applicable data format. Therefore, we propose the creation of a dataset as base for a future DH OAEI track which uses knowledge bases and expert surveys as reference alignment sources. Using surveys leads to a graduated scale of term similarity and association, which makes advanced evaluation metrics possible.


Verlagsausgabe §
DOI: 10.5445/IR/1000167171
Veröffentlicht am 23.01.2024
Cover der Publikation
Zugehörige Institution(en) am KIT Scientific Computing Center (SCC)
Publikationstyp Proceedingsbeitrag
Publikationsdatum 14.12.2023
Sprache Englisch
Identifikator ISSN: 1613-0073
KITopen-ID: 1000167171
HGF-Programm 46.21.02 (POF IV, LK 01) Cross-Domain ATMLs and Research Groups
Erschienen in OM 2023 Ontology Matching : Proceedings of the 18th International Workshop on Ontology Matching, co-located with the 22nd International Semantic Web Conference (ISWC 2023), Athens, Greece, November 7, 2023. Ed.: P. Shvaiko
Veranstaltung 18th/22nd International Workshop on Ontology Matchin, co-located with the International Semantic Web Conference (OM/ISWC 2023), Athen, Griechenland, 07.11.2023
Verlag CEUR-WS
Seiten 200-202
Serie CEUR Workshop Proceedings ; 3591
Externe Relationen Abstract/Volltext
Schlagwörter Ontology Matching, Reference Dataset, Digital Humanities, Multilingual, FAIR Digital Objects
Nachgewiesen in Scopus
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