34th Design for X Symposium (DFX 2023)
DfX offers young scientists from the field of product development a platform for presenting new ideas and approaches to their research. (Abstract Submissions by 26 May 2023)
Knowledge Base Repository
In addition to research papers, the Design Society is developing several valuable resources for those interested in the study of design. These include a repository of PhD theses, a library of case studies and transcripts of design activities, and an archive of our newsletters. Please note that these resources are accessible exclusively to Design Society members.
Towards a Framework for Identifying Relevant Information in regard to Specific Context on the Use Case of Standards and Directives
Max Layer (1), Sebastian Neubert (1), Brij Boda (1), Ralph Stelzer (2)
Type:
Year:
2023
Editor:
Dieter Krause, Kristin Paetzold-Byhain, Sandro Wartzack
Author:
Series:
DfX
Institution:
1: Siemens Energy Global GmbH & Co.KG; 2: Virtual Product Development, Technical University Dresden
Page(s):
235-244
DOI number:
Abstract:
In a complex landscape of engineering requirements and knowledge represented by standards and directives, navigating and interpreting context-specific information remains a substantial challenge. A novel approach to address this issue is presented, introducing an information extraction framework for identifying product and context-specific, relevant information within unstructured text. The methodology employs Natural Language Processing techniques in a pipeline to parse text from various resources. Different stages for introducing context are proposed based on a trade-off between speed, accuracy, and storage capacity. An initial test focuses on the identification of inspection requirements of piping, while illustrating other potential applications such as an external reference cluster.
Keywords:
