Machine Learning Uncertainty as a Design Material: A Post-Phenomenological Inquiry

11 January 2021

Papers citing "Machine Learning Uncertainty as a Design Material: A Post-Phenomenological Inquiry"

21 / 21 papers shown

Title
Reimagining Personal Data: Unlocking the Potential of AI-Generated Images in Personal Data Meaning-Making Soobin Park Hankyung Kim Youn-kyung Lim 65 0 0 26 Feb 2025
AI Mismatches: Identifying Potential Algorithmic Harms Before AI Development Devansh Saxena Ji-Youn Jung J. Forlizzi Kenneth Holstein J. Zimmerman 64 0 0 25 Feb 2025
The Power of Absence: Thinking with Archival Theory in Algorithmic Design Jihan Sherman Romi Morrison Lauren Klein Daniela Rosner AI4CE 19 6 0 08 May 2024
Responding to Generative AI Technologies with Research-through-Design: The Ryelands AI Lab as an Exploratory Study Jesse Josua Benjamin Joseph Lindley Elizabeth Edwards Elisa Rubegni Tim Korjakow David Grist Rhiannon Sharkey 27 11 0 07 May 2024
Algorithmic Ways of Seeing: Using Object Detection to Facilitate Art Exploration Louie Søs Meyer Johanne Engel Aaen Anitamalina Regitse Tranberg Peter Kun Matthias Anton Freiberger Sebastian Risi A. Løvlie 31 9 0 28 Mar 2024
(Un)making AI Magic: a Design Taxonomy M. Lupetti Dave Murray-Rust 30 12 0 22 Mar 2024
Machine Learning Processes as Sources of Ambiguity: Insights from AI Art Christian Sivertsen Guido Salimbeni A. Løvlie Steve Benford Jichen Zhu 30 14 0 14 Mar 2024
Sketching AI Concepts with Capabilities and Examples: AI Innovation in the Intensive Care Unit Nur Yildirim Susanna Zlotnikov Deniz Sayar Jeremy M. Kahn L. Bukowski ... Venkatesh Sivaraman Adam Perer Sarah Preum James McCann John Zimmerman 31 14 0 21 Feb 2024
Canvil: Designerly Adaptation for LLM-Powered User Experiences K. J. Kevin Feng Q. V. Liao Ziang Xiao Jennifer Wortman Vaughan Amy X. Zhang David W. McDonald 39 16 0 17 Jan 2024
Grasping AI: experiential exercises for designers Dave Murray-Rust M. Lupetti Iohanna Nicenboim W. V. D. Hoog 24 12 0 02 Oct 2023
How Do UX Practitioners Communicate AI as a Design Material? Artifacts, Conceptions, and Propositions K. J. Kevin Feng Maxwell James Coppock David W. McDonald 16 21 0 27 May 2023
Towards Co-Creative Generative Adversarial Networks for Fashion Designers Imke Grabe Jichen Zhu AI4CE GAN 15 0 0 19 Apr 2023
Hidden Layer Interaction: A Co-Creative Design Fiction for Generative Models Imke Grabe Jichen Zhu 15 1 0 01 Apr 2023
Addressing UX Practitioners' Challenges in Designing ML Applications: an Interactive Machine Learning Approach K. J. Kevin Feng David W. McDonald HAI 15 11 0 23 Feb 2023
Designerly Understanding: Information Needs for Model Transparency to Support Design Ideation for AI-Powered User Experience Q. V. Liao Hariharan Subramonyam Jennifer Wang Jennifer Wortman Vaughan HAI 22 58 0 21 Feb 2023
Rethinking "Risk" in Algorithmic Systems Through A Computational Narrative Analysis of Casenotes in Child-Welfare Devansh Saxena Erin Moon Aryan Chaurasia Yixin Guan Shion Guha 20 26 0 16 Feb 2023
Lessons from the Development of an Anomaly Detection Interface on the Mars Perseverance Rover using the ISHMAP Framework Austin P. Wright P. Nemere A. Galvin Duen Horng Chau Scott Davidoff 16 6 0 14 Feb 2023
Contestable Camera Cars: A Speculative Design Exploration of Public AI That Is Open and Responsive to Dispute Kars Alfrink I. Keller N. Doorn Gerd Kortuem 27 29 0 09 Feb 2023
Investigating How Practitioners Use Human-AI Guidelines: A Case Study on the People + AI Guidebook Nur Yildirim Mahima Pushkarna Nitesh Goyal Martin Wattenberg Fernanda Viégas 34 67 0 28 Jan 2023
The Entoptic Field Camera as Metaphor-Driven Research-through-Design with AI Technologies J. Benjamin Heidi R. Biggs Arne Berger Julija Rukanskait.e Michael Heidt Nick Merrill James Pierce Joseph Lindley 27 19 0 23 Jan 2023
Explanation Strategies as an Empirical-Analytical Lens for Socio-Technical Contextualization of Machine Learning Interpretability J. Benjamin C. Kinkeldey Claudia Muller-Birn Tim Korjakow Eva-Maria Herbst 65 8 0 24 Sep 2021