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Data-driven design-by-analogy: state-of-the-art and future directions
Abstract Design-by-analogy (DbA) is a design methodology wherein new solutions,
opportunities, or designs are generated in a target domain based on inspiration drawn from …
opportunities, or designs are generated in a target domain based on inspiration drawn from …
Creating design resources to scaffold the ideation of AI concepts
Advances in artificial intelligence have enabled unprecedented technical capabilities, yet
making these advances useful in the real world remains challenging. We engaged in a …
making these advances useful in the real world remains challenging. We engaged in a …
How experienced designers of enterprise applications engage AI as a design material
HCI research has explored AI as a design material, suggesting that designers can envision
AI's design opportunities to improve UX. Recent research claimed that enterprise …
AI's design opportunities to improve UX. Recent research claimed that enterprise …
The impact of generative ai on the future of visual content marketing
S Mayahi, M Vidrih - arxiv preprint arxiv:2211.12660, 2022 - arxiv.org
In today's world of marketing, it is necessary to have visually appealing content. Visual
material has become an essential area of focus for every company as a result of the …
material has become an essential area of focus for every company as a result of the …
Human-centered AI design in reality: a study of developer companies' practices: a study of developer companies' practices
Human-Centered AI (HCAI) advocates the development of AI applications that are
trustworthy, usable, and based on human needs. While the conceptual foundations of HCAI …
trustworthy, usable, and based on human needs. While the conceptual foundations of HCAI …
When and how to use AI in the design process? Implications for human-AI design collaboration
As the potential for human-AI design collaboration increases, understanding the role of
artificial intelligence (AI) in the design process becomes more important. How does AI …
artificial intelligence (AI) in the design process becomes more important. How does AI …
Generative AI-enhanced human-AI collaborative conceptual design: A systematic literature review
Abstract Generative Artificial Intelligence (GenAI) has gained increasing attention,
enhancing design productivity by elevating creativity within the conceptual design process …
enhancing design productivity by elevating creativity within the conceptual design process …
Mix & match machine learning: an ideation toolkit to design machine learning-enabled solutions
Machine learning (ML) provides designers with a wide range of opportunities to innovate
products and services. However, the design discipline struggles to integrate ML knowledge …
products and services. However, the design discipline struggles to integrate ML knowledge …
Unlocking Creator-AI Synergy: Challenges, Requirements, and Design Opportunities in AI-Powered Short-Form Video Production
J Kim, H Kim - Proceedings of the 2024 CHI Conference on Human …, 2024 - dl.acm.org
The emergence of AI-Powered Short-Form Video Generators (ASVG) has showcased the
potential to streamline production time and foster creative ideas. Despite their widespread …
potential to streamline production time and foster creative ideas. Despite their widespread …
Cognitive strategy prompts: Creativity triggers for human centered ai opportunity detection
J Schleith, M Norkute, M Mikhail, D Tsar - Proceedings of the 14th …, 2022 - dl.acm.org
Creative problem solving and innovation powered by Artificial Intelligence (AI) requires
detection of user needs that can be reframed into data science problems. We propose a …
detection of user needs that can be reframed into data science problems. We propose a …