Opportunities and challenges of ChatGPT for design knowledge management
Abstract Recent advancements in Natural Language Processing have opened up new
possibilities for the development of large language models like ChatGPT, which can …
possibilities for the development of large language models like ChatGPT, which can …
[HTML][HTML] ChatGPT and finetuned BERT: A comparative study for developing intelligent design support systems
Abstract Large Language Models (LLMs), like ChatGPT, have sparked considerable interest
among researchers across diverse disciplines owing to their remarkable text processing and …
among researchers across diverse disciplines owing to their remarkable text processing and …
ChatGPT for design, manufacturing, and education
The manufacturing industry involves innumerable complex tasks that require significant
knowledge and experience to execute. With the rapid development of artificial intelligence …
knowledge and experience to execute. With the rapid development of artificial intelligence …
How Can Large Language Models Help Humans in Design and Manufacturing?
The advancement of Large Language Models (LLMs), including GPT-4, provides exciting
new opportunities for generative design. We investigate the application of this tool across …
new opportunities for generative design. We investigate the application of this tool across …
Conceptual design generation using large language models
Abstract Concept generation is a creative step in the conceptual design phase, where
designers often turn to brainstorming, mindmapping, or crowdsourcing design ideas to …
designers often turn to brainstorming, mindmapping, or crowdsourcing design ideas to …
Conversational ai-powered design: Chatgpt as designer, user, and product
AB Kocaballi - arXiv preprint arXiv:2302.07406, 2023 - arxiv.org
The recent advancements in Large Language Models (LLMs), particularly conversational
LLMs like ChatGPT, have prompted changes in a range of fields, including design. This …
LLMs like ChatGPT, have prompted changes in a range of fields, including design. This …
Natural language processing in-and-for design research
L Siddharth, L Blessing, J Luo - Design Science, 2022 - cambridge.org
We review the scholarly contributions that utilise natural language processing (NLP)
techniques to support the design process. Using a heuristic approach, we gathered 223 …
techniques to support the design process. Using a heuristic approach, we gathered 223 …
Concept formation as knowledge accumulation: A computational linguistics study
A Dong - AI EDAM, 2006 - cambridge.org
Language plays at least two roles in design. First, language serves as representations of
ideas and concepts through linguistic behaviors that represent the structure of thought …
ideas and concepts through linguistic behaviors that represent the structure of thought …
A cognitive analysis-based key concepts derivation approach for product design
In the development of a new product, concept generation is a crucial stage, as it determines
much of the cost of the product lifetime. The process of generating concepts that meet …
much of the cost of the product lifetime. The process of generating concepts that meet …
Generative transformers for design concept generation
Generating novel and useful concepts is essential during the early design stage to explore a
large variety of design opportunities, which usually requires advanced design thinking ability …
large variety of design opportunities, which usually requires advanced design thinking ability …