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- research-articleSeptember 2024
Sound design ideation: a structured and systematic analysis
AM '24: Proceedings of the 19th International Audio Mostly Conference: Explorations in Sonic CulturesPages 492–501https://doi.org/10.1145/3678299.3678350Recent research identified sixteen dimensions along which sound designers make decisions when ideating and sketching sounds. These 16 dimensions can be grouped into “Overarching strategies”, “Design Strategies” and “Approaches to sound”. In this paper, ...
- research-articleJuly 2024
Ten Permissions for Facilitating (Live) Design Activities
DIS '24 Companion: Companion Publication of the 2024 ACM Designing Interactive Systems ConferencePages 92–95https://doi.org/10.1145/3656156.3663710Workshop ideation activities are often described with little attention to the role of the facilitator – a role often portrayed as following a recipe, and not getting in the way of the process. Our experience tells a different story. In this provocation, ...
- research-articleJuly 2024
Text-to-Image AI as a Catalyst for Semantic Convergence in Creative Collaborations
- Pei-Ying Lin,
- Kristina Andersen,
- Ralf Schmidt,
- Sanne Schoenmakers,
- Hèrm Hofmeyer,
- Pieter Pauwels,
- Wijnand Ijsselsteijn
DIS '24: Proceedings of the 2024 ACM Designing Interactive Systems ConferencePages 2753–2767https://doi.org/10.1145/3643834.3661543Design ideation requires both creative and divergent thinking as well as collaboration and exchange to bring forth new insights and design possibilities. In this paper, we investigate such a collaboration with the use of emerging generative AI tools, ...
- research-articleJune 2024
Idea-Centric Search: Four Patterns of Information Seeking During Creative Ideation
C&C '24: Proceedings of the 16th Conference on Creativity & CognitionPages 280–291https://doi.org/10.1145/3635636.3656193As search evolves and Generative AI enables users to express more complex information needs and goals, it is an opportune moment to investigate how the search for information influences creativity. Little is known about how creators — especially novices ...
- extended-abstractMay 2024
Supporting Interdisciplinary Research with Cards-based Workshops - A Case Study on Participatory Planning for Mountain Pastoralism
CHI EA '24: Extended Abstracts of the CHI Conference on Human Factors in Computing SystemsArticle No.: 531, Pages 1–8https://doi.org/10.1145/3613905.3637107Profound transformations are currently impacting the intricate relationships between human pastoral activities and Alpine mountain ecosystems. In this context, we were invited as human-computer interaction practitioners to join an interdisciplinary team,...
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DeepTreeSketch: Neural Graph Prediction for Faithful 3D Tree Modeling from Sketches
CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing SystemsArticle No.: 471, Pages 1–19https://doi.org/10.1145/3613904.3642125We present DeepTreeSketch, a novel AI-assisted sketching system that enables users to create realistic 3D tree models from 2D freehand sketches. Our system leverages a tree graph prediction network, TGP-Net, to learn the underlying structural patterns ...
Sketching AI Concepts with Capabilities and Examples: AI Innovation in the Intensive Care Unit
- Nur Yildirim,
- Susanna Zlotnikov,
- Deniz Sayar,
- Jeremy M. Kahn,
- Leigh A Bukowski,
- Sher Shah Amin,
- Kathryn A. Riman,
- Billie S. Davis,
- John S. Minturn,
- Andrew J. King,
- Dan Ricketts,
- Lu Tang,
- Venkatesh Sivaraman,
- Adam Perer,
- Sarah M. Preum,
- James McCann,
- John Zimmerman
CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing SystemsArticle No.: 451, Pages 1–18https://doi.org/10.1145/3613904.3641896Advances in artificial intelligence (AI) have enabled unprecedented capabilities, yet innovation teams struggle when envisioning AI concepts. Data science teams think of innovations users do not want, while domain experts think of innovations that ...
- research-articleApril 2024
"That comes with a huge career cost:" Understanding Collaborative Ideation Experiences of Disabled Professionals
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 8, Issue CSCW1Article No.: 179, Pages 1–28https://doi.org/10.1145/3641018Collaborative ideation plays a vital role in driving creativity and innovation across various professional and educational contexts. This study investigates the experiences of disabled individuals within the collaborative ideation process, specifically ...
- research-articleJanuary 2024
Can AI Help in Ideation? A Theory-Based Model for Idea Screening in Crowdsourcing Contests
Authors test previously published theory-based models in a sample of idea-screening contests and find that efficient, automated screening is possible using easy-to-collect data.
Crowdsourcing generates up to thousands of ideas per contest. The selection of best ideas is costly because of the limited number, objectivity, and attention of experts. Using a data set of 21 crowdsourcing contests that include 4,191 ideas, we test how ...
- research-articleOctober 2023
The Sound of the Future Home Workshop: Ideating Sonic Prototypes for Sustainable Energy Consumption
AM '23: Proceedings of the 18th International Audio Mostly ConferencePages 101–108https://doi.org/10.1145/3616195.3616213This paper describes an ideation workshop aiming to explore the intersection of sonic interactions and energy use. As part of a larger research project exploring the role that sound can play in efficient energy behaviours, the workshop encouraged users ...
- research-articleJuly 2023
3DALL-E: Integrating Text-to-Image AI in 3D Design Workflows
DIS '23: Proceedings of the 2023 ACM Designing Interactive Systems ConferencePages 1955–1977https://doi.org/10.1145/3563657.3596098Text-to-image AI are capable of generating novel images for inspiration, but their applications for 3D design workflows and how designers can build 3D models using AI-provided inspiration have not yet been explored. To investigate this, we integrated ...
- research-articleJuly 2023
GANCollage: A GAN-Driven Digital Mood Board to Facilitate Ideation in Creativity Support
DIS '23: Proceedings of the 2023 ACM Designing Interactive Systems ConferencePages 136–146https://doi.org/10.1145/3563657.3596072During past decades, Artificial Intelligence (AI) has been consistently used in Creativity Support Tools (CSTs). Recently, with the development of generative AI models, particularly Generative Adversarial Nets (GAN) in Computer Vision, it became ...
- research-articleJuly 2023Honorable Mention
Creating Design Resources to Scaffold the Ideation of AI Concepts
- Nur Yildirim,
- Changhoon Oh,
- Deniz Sayar,
- Kayla Brand,
- Supritha Challa,
- Violet Turri,
- Nina Crosby Walton,
- Anna Elise Wong,
- Jodi Forlizzi,
- James McCann,
- John Zimmerman
DIS '23: Proceedings of the 2023 ACM Designing Interactive Systems ConferencePages 2326–2346https://doi.org/10.1145/3563657.3596058Advances in artificial intelligence have enabled unprecedented technical capabilities, yet making these advances useful in the real world remains challenging. We engaged in a Research through Design process to improve the ideation of AI products and ...
- research-articleJuly 2023
Design Ideation with AI - Sketching, Thinking and Talking with Generative Machine Learning Models
DIS '23: Proceedings of the 2023 ACM Designing Interactive Systems ConferencePages 1930–1940https://doi.org/10.1145/3563657.3596014Generative machine learning models provide opportunities to support design work in various parts of the design process. This study investigates how generative machine learning and large language models may play a part in creative design processes of ...
- research-articleJuly 2023
Designing with AI: An Exploration of Co-Ideation with Image Generators
DIS '23: Proceedings of the 2023 ACM Designing Interactive Systems ConferencePages 1941–1954https://doi.org/10.1145/3563657.3596001This pictorial showcases the integration of AI into the design process through the use of image generators. Following a Research Through Design (RTD) approach, we recruited 6 designers to create design proposals with AI. They were invited to collect case ...
- Work in ProgressApril 2023
Investigating Semantically-enhanced Exploration of GAN Latent Space via a Digital Mood Board
CHI EA '23: Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing SystemsArticle No.: 188, Pages 1–5https://doi.org/10.1145/3544549.3585740During past decades, Artificial Intelligence (AI) has been consistently used in Creativity Support Tools (CSTs). Recently, with the development of generative AI models, particularly Generative Adversarial Nets (GAN) in Computer Vision, it became ...
- research-articleMarch 2023
Creative AI for HRI Design Explorations
HRI '23: Companion of the 2023 ACM/IEEE International Conference on Human-Robot InteractionPages 40–50https://doi.org/10.1145/3568294.3580035Design fixation, a phenomenon describing designers' adherence to pre-existing ideas or concepts that constrain design outcomes, is particularly prevalent in human-robot interaction (HRI), for example, due to collectively held and stabilised imaginations ...
- research-articleFebruary 2023
Self-supervised Multi-view Disentanglement for Expansion of Visual Collections
WSDM '23: Proceedings of the Sixteenth ACM International Conference on Web Search and Data MiningPages 841–849https://doi.org/10.1145/3539597.3570425Image search engines enable the retrieval of images relevant to a query image. In this work, we consider the setting where a query for similar images is derived from a collection of images. For visual search, the similarity measurements may be made along ...
- research-articleOctober 2022
Opal: Multimodal Image Generation for News Illustration
UIST '22: Proceedings of the 35th Annual ACM Symposium on User Interface Software and TechnologyArticle No.: 73, Pages 1–17https://doi.org/10.1145/3526113.3545621Advances in multimodal AI have presented people with powerful ways to create images from text. Recent work has shown that text-to-image generations are able to represent a broad range of subjects and artistic styles. However, finding the right visual ...
- research-articleNovember 2021
Location-Based Games for Cultural Heritage: Applying the Design Thinking Process
- Panayiotis Koutsabasis,
- Konstantinos Partheniadis,
- Anna Gardeli,
- Panagiotis Vogiatzidakis,
- Vassiliki Nikolakopoulou,
- Pavlos Chatzigrigoriou,
- Spyros Vosinakis
CHI Greece 2021: CHI Greece 2021: 1st International Conference of the ACM Greek SIGCHI ChapterArticle No.: 9, Pages 1–8https://doi.org/10.1145/3489410.3489419Location-based games can engage visitors of a cultural site in learning and sensitization activities about local heritage. This paper reflects on the design thinking approach followed to develop a mobile learning game about the cultural heritage (CH) of ...