AbstractThe ideation process has a significant impact on the initial concept generation and final product creativity of the design. Visual stimuli play an important role in the process of innovative product design. With the increase in computing capability, generative design methods are widely implemented. In this paper, features of design targets and combinational objects in 2 combinational design tasks are fused using adversarial neural generative networks to form the generated stimuli. It is also used with combinational object pictures to investigate the impact on creativity in design ideation. The study invited designers to use and subjectively self-evaluate the two stimuli in a design task. Through analysis of participant data (n=20), ...
Progress in AI has brought new approaches for designing products via co-creative human-computer inte...
Idea generation is significant in design, but coming up with creative ideas is often challenging. Th...
The power of “big data” and artificial intelligence has advanced not only computer science but also ...
AbstractVisual stimuli can be useful in supporting design ideation process. However, researchers sti...
Creativity is crucial in design. In recent years, growing computational methods are applied to impro...
Creativity is a crucial element of design. The aim of this study is to investigate the driving force...
AbstractCombinational creativity is a significant element of design in supporting designers to gener...
Creativity is a significant element of design. However, it can be challenging to produce creative id...
Design idea generation is a significant part of a designer’s work and most frequently associated wit...
Ideation is a source of innovation and creativity, and is commonly used in early stages of engineeri...
Generative machine learning models provide opportunities to support design work in various parts of ...
Innovation does not come about by random chance but is intentionally cultivated by the efforts of a ...
The essential components of creativity - persons, processes and products - were investigated inside ...
Creativity is important in the design and manufacture of successful products, yet neither creativity...
In idea sketches, there are a number of ambiguous shapes. Designers will associate and transform som...
Progress in AI has brought new approaches for designing products via co-creative human-computer inte...
Idea generation is significant in design, but coming up with creative ideas is often challenging. Th...
The power of “big data” and artificial intelligence has advanced not only computer science but also ...
AbstractVisual stimuli can be useful in supporting design ideation process. However, researchers sti...
Creativity is crucial in design. In recent years, growing computational methods are applied to impro...
Creativity is a crucial element of design. The aim of this study is to investigate the driving force...
AbstractCombinational creativity is a significant element of design in supporting designers to gener...
Creativity is a significant element of design. However, it can be challenging to produce creative id...
Design idea generation is a significant part of a designer’s work and most frequently associated wit...
Ideation is a source of innovation and creativity, and is commonly used in early stages of engineeri...
Generative machine learning models provide opportunities to support design work in various parts of ...
Innovation does not come about by random chance but is intentionally cultivated by the efforts of a ...
The essential components of creativity - persons, processes and products - were investigated inside ...
Creativity is important in the design and manufacture of successful products, yet neither creativity...
In idea sketches, there are a number of ambiguous shapes. Designers will associate and transform som...
Progress in AI has brought new approaches for designing products via co-creative human-computer inte...
Idea generation is significant in design, but coming up with creative ideas is often challenging. Th...
The power of “big data” and artificial intelligence has advanced not only computer science but also ...