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Automatic knowledge graph creation from engineering standards using the example of formulas.

Authors :
Luttmer, Janosch
Kandel, Mostafa
Ehring, Dominik
Nagarajah, Arun
Source :
Proceedings of the Design Society; May2024, Vol. 4, p423-432, 10p
Publication Year :
2024

Abstract

Engineering standards are an important source of knowledge in product development. Despite the increasing digitalisation, the provision and usage of standards is characterised by lots of manual steps. This research paper aims at applying automatic knowledge graph creation in the domain of engineering standards to enable machine-actionable standards. For this, a formula knowledge graph ontology as well as suitable information extraction techniques are developed. The concept is validated using the example of DIN ISO 281, showing the overall capability of automatic knowledge graph creation. [ABSTRACT FROM AUTHOR]

Details

Language :
English
Volume :
4
Database :
Complementary Index
Journal :
Proceedings of the Design Society
Publication Type :
Conference
Accession number :
177379532
Full Text :
https://doi.org/10.1017/pds.2024.45