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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 the extraction of semantic relations in design with natural language processing

Vito Giordano (1,2), Marco Consoloni (1,2), Filippo Chiarello (1,2), Gualtiero Fantoni (1,2)

Type:
Papers
DS 129: Proceedings of the DESIGN2024 18th International Design Conference
Year:
2024
Editor:
Mario Štorga, Stanko Škec, Tomislav Martinec, Dorian Marjanović, Neven Pavković, Marija Majda Škec
Author:
Vito Giordano (1,2), Marco Consoloni (1,2), Filippo Chiarello (1,2), Gualtiero Fantoni (1,2)
Series:
DESIGN
Institution:
1: University of Pisa, Italy; 2: Business Engineering for Data Science Lab (B4DS), Italy
Section:
Artificial Intelligence and Data-Driven Design
Page(s):
2059-2068
DOI number:
10.1017/pds.2024.208
ISSN:
2732-527X (Online)
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.
Keywords:
large language model (LLM), artificial intelligence (AI), design cognition, natural language processing (NLP)
18th International Design Conference (DESIGN 2024)
Conferences

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