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Prototyping with Uncertainties: Data, Algorithms, and Research through Design
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1002/(issn)2334-5837openalex-snapshot
INCOSE International Symposium
inferredcites →https://doi.org/10.1002/(sici)1097-4571(199305)44:4<204::aid-asi3>3.0.co;2-4openalex-snapshot
Shannon revisited: Information in terms of uncertainty
inferredcites →https://doi.org/10.1002/j.2334-5837.2005.tb00685.xopenalex-snapshot
3.4.1 A Framework for Understanding Uncertainty and its Mitigation and Exploitation in Complex Systems
inferredcites →https://doi.org/10.1007/978-3-030-72116-9_4openalex-snapshot
Artificial Intelligence in Music and Performance: A Subjective Art-Research Inquiry
inferredcites →https://doi.org/10.1007/s00146-021-01162-8openalex-snapshot
Excavating AI: the politics of images in machine learning training sets
inferredcites →https://doi.org/10.1007/s00146-023-01794-yopenalex-snapshot
Grasping AI: experiential exercises for designers
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Aleatoric and epistemic uncertainty in machine learning: an introduction to concepts and methods
inferredcites →https://doi.org/10.1016/j.sheji.2020.02.001openalex-snapshot
Certain Uncertainties and the Design of Design Education
inferredcites →https://doi.org/10.1016/j.sheji.2020.12.001openalex-snapshot
Characterizing Interaction Design by Its Ideals: A Discipline in Transition
inferredcites →https://doi.org/10.1016/s0951-8320(96)00077-4openalex-snapshot
Aleatory and epistemic uncertainty in probability elicitation with an example from hazardous waste management
inferredcites →https://doi.org/10.1068/d378topenalex-snapshot
Codes of Life: Identification Codes and the Machine-Readable World
inferredcites →https://doi.org/10.1080/07370020903586696openalex-snapshot
Concept-Driven Interaction Design Research
inferredcites →https://doi.org/10.1080/07370024.2023.2283536openalex-snapshot
The everyday enactment of interfaces: a study of crises and conflicts in the more-than-human home
inferredcites →https://doi.org/10.1080/10464883.1971.11102482openalex-snapshot
Some Principles for the Design of an Educational System for Design
inferredcites →https://doi.org/10.1080/15710882.2014.888183openalex-snapshot
Probes, toolkits and prototypes: three approaches to making in codesigning
inferredcites →https://doi.org/10.1108/eum0000000007145openalex-snapshot
Models in information behaviour research
inferredcites →https://doi.org/10.1109/mprv.2018.03367737openalex-snapshot
Things Making Things: Designing the Internet of Reinvented Things
inferredcites →https://doi.org/10.1109/tkde.2012.179openalex-snapshot
Dealing with Uncertainty: A Survey of Theories and Practices
inferredcites →https://doi.org/10.1126/science.280.5361.208openalex-snapshot
From the World of Science to the World of Research?
inferredcites →https://doi.org/10.1145/1240624.1240704openalex-snapshot
Research through design as a method for interaction design research in HCI
inferredcites →https://doi.org/10.1145/223904openalex-snapshot
Proceedings of the SIGCHI conference on Human factors in computing systems - CHI '95
inferredcites →https://doi.org/10.1145/2317956.2317967openalex-snapshot
Dynamics of research through design
inferredcites →https://doi.org/10.1145/2598510.2602961openalex-snapshot
Materializing infrastructures for participatory hacking
inferredcites →https://doi.org/10.1145/2858036.2858447openalex-snapshot
From Research Prototype to Research Product
inferredcites →https://doi.org/10.1145/3024969.3024971openalex-snapshot
Designing and Making the Datacatchers
inferredcites →https://doi.org/10.1145/3025453.3025738openalex-snapshot
How Data Workers Cope with Uncertainty
inferredcites →https://doi.org/10.1145/3173574.3173775openalex-snapshot
Deployments of the table-non-table
inferredcites →https://doi.org/10.1145/3173574.3173871openalex-snapshot
Exploring the Value of Parent Tracked Baby Data in Interactions with Healthcare Professionals
inferredcites →https://doi.org/10.1145/3196709.3196730openalex-snapshot
Investigating How Experienced UX Designers Effectively Work with Machine Learning
inferredcites →https://doi.org/10.1145/3313831.3376560openalex-snapshot
Exploring The Future of Data-Driven Product Design
inferredcites →https://doi.org/10.1145/3322276.3322351openalex-snapshot
Designing and Prototyping from the Perspective of AI in the Wild
inferredcites →https://doi.org/10.1145/3411764.3445481openalex-snapshot
Machine Learning Uncertainty as a Design Material: A Post-Phenomenological Inquiry
inferredcites →https://doi.org/10.1145/3461778.3462163openalex-snapshot
Prototyping Machine Learning Through Diffractive Art Practice
inferredcites →https://doi.org/10.1145/3490099.3511117openalex-snapshot
Deep Learning Uncertainty in Machine Teaching
inferredcites →https://doi.org/10.1145/3491102.3502029openalex-snapshot
Diffraction-in-action: Designerly Explorations of Agential Realism Through Lived Data
inferredcites →https://doi.org/10.1145/3491102.3517644openalex-snapshot
Forgetting Practices in the Data Sciences
inferredcites →https://doi.org/10.1145/3613904.3641954openalex-snapshot
(Un)making AI Magic: A Design Taxonomy
inferredcites →https://doi.org/10.1145/3643834.3660677openalex-snapshot
Responding to Generative AI Technologies with Research-through-Design: The Ryelands AI Lab as an Exploratory Study
inferredcites →https://doi.org/10.1145/3643834.3661503openalex-snapshot
Participation in Data Donation: Co-Creative, Collaborative, and Contributory Engagements with Athletes and their Intimate Data
inferredcites →https://doi.org/10.1145/3656156openalex-snapshot
Designing Interactive Systems Conference
inferredcites →https://doi.org/10.1145/3664522openalex-snapshot
Unpacking Human-AI interactions: From Interaction Primitives to a Design Space
inferredcites →https://doi.org/10.1145/3685268openalex-snapshot
How Design Researchers Make Sense of Data Visualizations in Data-Driven Design: An Uncertainty-Aware Sensemaking Model
inferredcites →https://doi.org/10.1145/3685271openalex-snapshot
Addressing Uncertainty in Biodesign through Digital Twins: A Case of Biofabrication with Mycelium
inferredcites →https://doi.org/10.1145/3685272openalex-snapshot
Designing with Data: An Annotated Portfolio
inferredcites →https://doi.org/10.1145/3689040openalex-snapshot
The Choreographer-Performer Continuum: A Diffraction Tool to Illuminate Authorship in More Than Human Co-Performances
inferredcites →https://doi.org/10.1145/3689041openalex-snapshot
Uncertainties as Generative Resources in Research through Design: Three Dynamics for Moving in a Design Space
inferredcites →https://doi.org/10.1145/3689042openalex-snapshot
Reflexive Data Curation: Opportunities and Challenges for Embracing Uncertainty in Human–AI Collaboration
inferredcites →https://doi.org/10.1145/3689043openalex-snapshot
Shifting Ambiguity, Collapsing Indeterminacy: Designing with Data as Baradian Apparatus
inferredcites →https://doi.org/10.1145/642611.642653openalex-snapshot
Ambiguity as a resource for design
inferredcites →https://doi.org/10.1162/desi_a_00165openalex-snapshot
Design Things and Design Thinking: Contemporary Participatory Design Challenges
inferredcites →https://doi.org/10.1162/desi_a_00612openalex-snapshot
Technology and More-Than-Human Design
inferredcites →https://doi.org/10.1177/2053951714528481openalex-snapshot
Big Data, new epistemologies and paradigm shifts
inferredcites →https://doi.org/10.21606/drs.2022.667openalex-snapshot
Metaphors for designers working with AI
inferredcites →https://doi.org/10.21606/drs.2024.948openalex-snapshot
More-than-human Design and AI: Exploring the Space between Theory and Practice
inferredcites →https://doi.org/10.30682/diid8023copenalex-snapshot
Designing More-Than-Human AI: Experiments on Situated Conversations and Silences
inferredcites →https://doi.org/10.4324/9781315758466-16openalex-snapshot
The role of prototypes and frameworks for structuring explorations by research through design
inferredcites →https://doi.org/10.4324/9781315758466-25openalex-snapshot
Prototypes and prototyping in design research
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Coding Confidence: How Live Coding, Music Performance, and Risk-Taking Empower Young Girls
inferred← citeshttps://doi.org/10.1007/s00146-025-02661-8openalex-snapshot
Undoing Gracia: queering the self in the algorithmic borderlands
inferred← citeshttps://doi.org/10.1080/07294360.2025.2531509openalex-snapshot
Systemic and long-term perspectives to foster societal transformations. Service design education challenges
inferred← citeshttps://doi.org/10.1145/3715336.3735846openalex-snapshot
"If I were in Space": Understanding and Adapting to Social Isolation through Designing Collaborative Storytelling
inferred← citeshttps://doi.org/10.1145/3772318.3790267openalex-snapshot
Framing Water: Exploring Tensions between Social Norms and Environmental Sustainability through a Data Physicalization Game
inferred← citeshttps://doi.org/10.1145/3772318.3791795openalex-snapshot
Exploring and Probing the Algorithmic Gaze on Bodies and Well-being
inferred← citeshttps://doi.org/10.1145/3772363.3798621openalex-snapshot
Making Object-Data Interaction Tangible Through Designing Speculative Objects
inferred← citeshttps://doi.org/10.1145/3795926.3795964openalex-snapshot
Everyday Furniture as Tangible Interfaces: Implicit Living Room Interaction and Control
inferred← citeshttps://doi.org/10.1145/3796624.3796632openalex-snapshot
Participation and the Troubles with Intelligence
inferred← citeshttps://doi.org/10.1145/3800645.3812787openalex-snapshot
Exploring Bodily Phenomena through Code: A Research Through Design Inquiry of Sketching with LLMs
inferred← citeshttps://doi.org/10.1145/3800645.3812795openalex-snapshot
Speculating the Archive: Research through Design with Incomplete Histories
inferred← citeshttps://doi.org/10.1145/3821402.3830137openalex-snapshot
The Function of Magic and Magic as a Function: A Proposal for HCI
inferred← citeshttps://doi.org/10.3390/app16147006openalex-snapshot
A Generalized Prototyping Framework for Engineering Design and Advanced Manufacturing: From Ideation to Validation
inferred← citeshttps://doi.org/10.3390/bdcc9060149openalex-snapshot
Image First or Text First? Optimising the Sequencing of Modalities in Large Language Model Prompting and Reasoning Tasks
inferred← citeshttps://doi.org/10.5753/ihc_estendido.2025.15683openalex-snapshot
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