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Towards the extraction of semantic relations in design with natural language processing.

Authors :
Giordano, Vito
Consoloni, Marco
Chiarello, Filippo
Fantoni, Gualtiero
Source :
Proceedings of the Design Society; May2024, Vol. 4, p2059-2068, 10p
Publication Year :
2024

Abstract

Natural Language Processing (NLP) has been extensively applied in design, particularly for analyzing technical documents like patents and scientific papers to identify entities such as functions, technical feature, and problems. However, there has been less focus on understanding semantic relations within literature, and a comprehensive definition of what constitutes a relation is still lacking. In this paper, we define relation in the context of design and the fundamental concepts linked to it. Subsequently, we introduce a framework for employing NLP to extract relations relevant to design. [ABSTRACT FROM AUTHOR]

Details

Language :
English
Volume :
4
Database :
Complementary Index
Journal :
Proceedings of the Design Society
Publication Type :
Conference
Accession number :
177379680
Full Text :
https://doi.org/10.1017/pds.2024.208