An artificial intelligence based data-driven approach for design ideation

L Chen, P Wang, H Dong, F Shi, J Han, Y Guo… - Journal of Visual …, 2019 - Elsevier
Ideation is a source of innovation and creativity, and is commonly used in early stages of
engineering design processes. This paper proposes an integrated approach for enhancing …

Drawing and ideation process in design education: A systematic literature review

DR Novica, E Wianto… - Cogent Arts & …, 2023 - Taylor & Francis
This paper reports a systematic literature review focusing on design student drawing
practices using PRISMA guidelines. The review aimed at investigating the role of drawing as …

A Task-Decomposed AI-Aided Approach for Generative Conceptual Design

B Wang, H Zuo, Z Cai, Y Yin… - International …, 2023 - asmedigitalcollection.asme.org
Generative algorithm-based conceptual design has been innovatively applied as an
emerging digital design paradigm for early-stage design ideation. With powerful large …

Development of an ai userbot for engineering design education using an intent and flow combined framework

YH Chien, CK Yao - Applied Sciences, 2020 - mdpi.com
As the inclusion of users in the design process receives greater attention, designers need to
not only understand users, but also further cooperate with them. Therefore, engineering …

Conceptual product design in digital and traditional sketching environments: a comparative exploratory study

JD Camba, M Kimbrough… - Journal of Design …, 2018 - inderscienceonline.com
In the field of product design, conceptual sketching involves not only the rapid creation of
ideas, but also the delivery of high-quality drawings with specific aesthetic attributes and a …

Integrating AIGC into product design ideation teaching: An empirical study on self-efficacy and learning outcomes

KL Huang, YC Liu, MQ Dong, CC Lu - Learning and Instruction, 2024 - Elsevier
Background The emergence of artificial intelligence-generated content (AIGC) in the realm
of education, notably in product design, signifies a watershed moment, heralding significant …

Towards Controllable Generative Design: A Conceptual Design Generation Approach Leveraging the FBS Ontology and Large Language Models

L Chen, H Zuo, Z Cai, Y Yin… - Journal of …, 2024 - asmedigitalcollection.asme.org
Recent research in the field of design engineering is primarily focusing on using AI
technologies such as Large Language Models (LLMs) to assist early-stage design. The …

Thoughts and tools for crafting colors: Implications from designers' behavior

EJ Kim, HJ Suk - Proceedings of the 2017 Conference on Designing …, 2017 - dl.acm.org
Despite the substantial changes made in the platforms to create graphic works, it is hard to
clarify the improvement of authoring tools to manipulate design components such as colors …

Exploring the effect of a visual constraint on students' design cognition

M Ashrafganjouei, JS Gero - AI EDAM, 2021 - cambridge.org
This paper presents the results of a study that explores the effect of a visual constraint on
design behaviors of architecture students. To examine this effect, 24 second-year …

Liuqing Chen

H Zuo, Z Cai, Y Yin, Y Zhang… - Journal of …, 2024 - asmedigitalcollection.asme.org
Recent research in the field of design engineering is primarily focusing on using AI
technologies such as Large Language Models (LLMs) to assist early-stage design. The …