Lisa Ehrlinger, Johannes Schrott, Wolfram Wöß,
"DSD: The Data Source Description Vocabulary"
, in Gabriele Kotsis, A Min Tjoa, Ismail Khalil, Bernhard Moser, Atif Mashkoor, Johannes Sametinger, Maqbool Khan: Database and Expert Systems Applications - DEXA 2023 Workshops, Serie Communications in Computer and Information Science, Vol. 1872, Springer, Cham, Seite(n) 3-10, 2023, ISBN: 978-3-031-39688-5
Original Titel:
DSD: The Data Source Description Vocabulary
Sprache des Titels:
Englisch
Original Buchtitel:
Database and Expert Systems Applications - DEXA 2023 Workshops
Original Kurzfassung:
Training machine learning models, especially in producing enterprises with numerous information systems having different data structures, requires efficient data access. Hence, standardized descriptions of data sources and their data structures are a fundamental requirement. We therefore introduce version 4.0 of the Data Source Description Vocabulary (DSD), which represents a data source in a standardized form using an ontology. We present several real-world applications where the DSD vocabulary has been applied in recent years to demonstrate its relevance. An evaluation against the FAIR principles highlights the scientific quality and potential for reuse of the DSD vocabulary.
Sprache der Kurzfassung:
Englisch
Veröffentlicher:
Springer
Verlagsanschrift:
Cham
Serie:
Communications in Computer and Information Science