A comparison study of human and machine-generated creativity

L Chen, L Sun, J Han - Journal of Computing and …, 2023 - asmedigitalcollection.asme.org
Creativity is a fundamental feature of human intelligence. However, achieving creativity is
often considered a challenging task, particularly in design. In recent years, using …

WikiLink: An encyclopedia-based semantic network for design creativity

H Zuo, Q Jing, T Song, L Sun, P Childs, L Chen - Journal of intelligence, 2022 - mdpi.com
Data-driven design is a process to reuse data sources and provide valuable information to
provoke creative ideas in the stages of design. However, existing semantic networks for …

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 …

Exploring Methods to Optimize Gesture Elicitation Studies: A Systematic Literature Review

Y Cheng, Z Wu, R Xiao - IEEE Access, 2024 - ieeexplore.ieee.org
Gesture elicitation is a fundamental method for constructing gesture-based interactive
systems. Existing research has shown that this method allows users' knowledge to serve as …

Strengthening Creative Problem‐Solving within Upper‐Elementary Science Education

RH Willemsen, IC de Vink… - The Journal of …, 2024 - Wiley Online Library
This intervention study examined the effectiveness of instructional support tailored toward
two techniques (ie, random associations and constraint identification) to strengthen …

Understanding creativity process through electroencephalography measurement on creativity-related cognitive factors

Y Yin, P Wang, PRN Childs - Frontiers in Neuroscience, 2022 - frontiersin.org
Introduction Neurotechnology approaches, such as electroencephalography (EEG), can aid
understanding of the cognitive processes behind creativity. Methods To identify and …

Impacts of Cognitive Factors on Creativity Quality in Design: Identification from Performances in Recall, Association and Combination

Y Yin, H Zuo, P Childs - Journal of Intelligence, 2023 - mdpi.com
The reason why people have different creativity quality levels may depend on their different
performances relating to other cognitive factors that are important for creativity. This study …

Influence of analytic processing on divergent and convergent thinking tasks: the role of rational and experiential thinking styles

J Hongdizi, YX Cui, X Zhou, HK Zhai - Journal of Intelligence, 2023 - mdpi.com
Scientific interest in the relationship between analytic processing and creativity has
increased in recent years. However, there is conflicting evidence on whether analytic …

An EEG study on artistic and engineering mindsets in students in creative processes

Y Yin, J Han, PRN Childs - Scientific Reports, 2024 - nature.com
This study aims to take higher-education students as examples to understand and compare
artistic and engineering mindsets in creative processes using EEG. Fifteen Master of Fine …

Combinediff: a GenAI creative support tool for image combination exploration

Z Wang, Z Tan, Y Ma - Journal of Engineering Design, 2024 - Taylor & Francis
Recent advancements in generative AI models showcase significant potential in the creative
industry. This study explores the application of state-of-the-art (SOTA) visual foundation …