Publication

A Study of the Exploratory Creativity Performance Between Machine and Human Designers
Exploratory creativity (E-creativity) is used to represent the creative performance behind the exploration process when establishing …
PDF Cite Paper Link
WikiLink: An Encyclopedia-Based Semantic Network for Design Creativity
Data-driven design is a process to reuse data sources and provide valuable information to provoke creative ideas in the stages of …
Cite Paper Link
The Creativity Diamond—A Framework to Aid Creativity
There are many facets to creativity, and the topic has a profound impact on society. Substantial and sustained study on creativity has …
Cite Paper Link
Neurocognition-inspired design with machine learning
Generating designs via machine learning has been an on-going challenge in computer-aided design. Recently, deep learning methods have …
Cite DOI
Human-in-the-Loop Design with Machine Learning
Deep learning methods have been applied to randomly generate images, such as in fashion, furniture design. To date, consideration of …
Cite DOI
An artificial intelligence based data-driven approach for design ideation
Ideation is a source of innovation and creativity, and is commonly used in early stages of engineering design processes. This paper …
Cite DOI
A computational tool for creative idea generation based on analogical reasoning and ontology
Analogy is a core cognition process used to produce inferences as well as new ideas using previous knowledge and experience. Ontology …
Cite
A computational approach for combinational creativity in design
Creativity is essential for innovative design. As an important topic in computational creativity research, how to model and generate …
Cite DOI
The conceptual distances between ideas in combinational creativity
Combinational creativity plays a significant role in design for supporting designers in producing creative ideas at early phases of …
Cite DOI
The Combinator – a computer-based tool for creative idea generation based on a simulation approach
Idea generation is significant in design, but coming up with creative ideas is often challenging. This paper presents a computer-based …
Cite DOI