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ISSN: 3050-7413

Designing Interactive Pneumatic Interfaces for Enhanced Movie Responses

Movies, as a comprehensive art form, have traditionally focused on visual and auditory elements, with most advancements aimed at enhancing resolution and sound quality. However, innovative technologies...

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Research on Human-Machine Collaborative Innovation Methods in Design Education Inspired by the Learning Mechanism of Generative Adversarial Networks

This study explores dual innovations in human-computer collaborative design education methods and learning mechanisms, based on Generative Adversarial Network (GAN) technology and its underlying learning...

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Painting++: Human-Computer Collaborative Painting in VR with Multisensory Interaction

Extensive human-computer collaborative painting systems have been explored to assist people in ideating and creating the content of paintings. Recently, the popularity of VR has opened up the novel...

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Examining the Impact of Large Language Models on Design: Functions, Strengths, Limitations, and Roles

Large Language Models (LLMs) are advancing design activities with human-like generative capabilities and context awareness, holding more significant potential compared to the previous discriminative...

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Context-aware human motion generation: a comprehensive survey

•Comprehensive Literature Review: This paper offers an extensive and systematic review of existing research on context-aware human motion generation, covering key components such as motion representation...

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Inaugural Editorial

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Intuitive interaction flow: A dual-loop human‒machine collaboration task allocation model and an experimental study

This study investigates the issue of task allocation in human‒machine collaboration (HMC). By integrating philosophical insights and cognitive science, it clearly defines two typical modes of human...

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Adaptive shopping malls: Probabilistic spatial layouts with graph neural networks

We propose an adaptive method for optimizing shopping mall layouts via graph neural networks (GNNs). Traditional architectural datasets, often presented as floor plans rather than graphs, explore the...

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Creative combinational design through generative AI in different dimensional representations: An exploration

Although generative AI models are increasingly integrated into creative work, there is limited evidence on how dimensional representations of generative AI—text, image, and 3D—impact the creative process....

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Bridging cultural gaps in product design: A cross-cultural supervisor approach using large language model

Cross-cultural design in the globalized marketplace faces the challenges of linguistic, geographical, and cultural complexity, which limits designers’ ability to create good cross-cultural product designs....

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