Opportunities and challenges of ChatGPT for design knowledge management

X Hu, Y Tian, K Nagato, M Nakao, A Liu - Procedia CIRP, 2023 - Elsevier
Abstract Recent advancements in Natural Language Processing have opened up new
possibilities for the development of large language models like ChatGPT, which can …

Data-driven design-by-analogy: state-of-the-art and future directions

S Jiang, J Hu, KL Wood, J Luo - Journal of …, 2022 - asmedigitalcollection.asme.org
Abstract Design-by-analogy (DbA) is a design methodology wherein new solutions,
opportunities, or designs are generated in a target domain based on inspiration drawn from …

Review of artificial intelligence applications in engineering design perspective

N Yüksel, HR Börklü, HK Sezer, OE Canyurt - Engineering Applications of …, 2023 - Elsevier
Having passed the primitive phases and starting to revolutionize many different fields in
some way, artificial intelligence is on its way to becoming a disruptive technology. It is also …

The effect of AI-based inspiration on human design ideation

J Kim, ML Maher - International Journal of Design Creativity and …, 2023 - Taylor & Francis
Computational co-creative systems in design allow users to collaborate with an AI partner on
open-ended creative tasks in the design process. Co-creative systems can enhance design …

The creativity diamond—A framework to aid creativity

P Childs, J Han, L Chen, P Jiang, P Wang, D Park… - Journal of …, 2022 - mdpi.com
There are many facets to creativity, and the topic has a profound impact on society.
Substantial and sustained study on creativity has been undertaken, and much is now known …

Idea generation with technology semantic network

S Sarica, B Song, J Luo, KL Wood - AI EDAM, 2021 - cambridge.org
There are growing efforts to mine public and common-sense semantic network databases
for engineering design ideation stimuli. However, there is still a lack of design ideation aids …

Design representation as semantic networks

S Sarica, J Han, J Luo - Computers in Industry, 2023 - Elsevier
Abstract Design representation is a common task in the design process to facilitate learning,
analysis, redesign, communication, and other design activities. Traditional representation …

Semantic networks for engineering design: state of the art and future directions

J Han, S Sarica, F Shi, J Luo - Journal of …, 2022 - asmedigitalcollection.asme.org
In the past two decades, there has been increasing use of semantic networks in engineering
design for supporting various activities, such as knowledge extraction, prior art search, idea …

A novel function-structure concept network construction and analysis method for a smart product design system

Q Liu, K Wang, Y Li, C Chen, W Li - Advanced Engineering Informatics, 2022 - Elsevier
The rapid growth of data and the requirement of designers to track massive data to obtain
design stimuli have posed challenges to conceptual design, thereby promoting the …

The impact of generative ai on the future of visual content marketing

S Mayahi, M Vidrih - arxiv preprint arxiv:2211.12660, 2022 - arxiv.org
In today's world of marketing, it is necessary to have visually appealing content. Visual
material has become an essential area of focus for every company as a result of the …