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Novice and Expert Sensemaking of Crowdsourced Design Feedback

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1016/j.destud.2004.06.002openalex-snapshot
Expertise in design: an overview
inferredcites →https://doi.org/10.1016/s0142-694x(98)00031-3openalex-snapshot
A comparison of freshman and senior engineering design processes
inferredcites →https://doi.org/10.1037/e500432012-001openalex-snapshot
FOCUS: A Model of Sensemaking
inferredcites →https://doi.org/10.1037/h0026256openalex-snapshot
Weighted kappa: Nominal scale agreement provision for scaled disagreement or partial credit.
inferredcites →https://doi.org/10.1109/mis.2006.100openalex-snapshot
Making Sense of Sensemaking 2: A Macrocognitive Model
inferredcites →https://doi.org/10.1145/1357054.1357127openalex-snapshot
Crowdsourcing user studies with Mechanical Turk
inferredcites →https://doi.org/10.1145/169059.169209openalex-snapshot
The cost structure of sensemaking
inferredcites →https://doi.org/10.1145/1753326.1753578openalex-snapshot
What do you know?
inferredcites →https://doi.org/10.1145/1837885.1837906openalex-snapshot
Quality management on Amazon Mechanical Turk
inferredcites →https://doi.org/10.1145/2145204.2145252openalex-snapshot
What do you think?
inferredcites →https://doi.org/10.1145/2531602.2531604openalex-snapshot
Voyant
inferredcites →https://doi.org/10.1145/2675133.2675140openalex-snapshot
A Classroom Study of Using Crowd Feedback in the Iterative Design Process
inferredcites →https://doi.org/10.1145/2675133.2675283openalex-snapshot
Structuring, Aggregating, and Evaluating Crowdsourced Design Critique
inferredcites →https://doi.org/10.1145/2757226.2757249openalex-snapshot
Critiki
inferredcites →https://doi.org/10.1145/2818048.2819953openalex-snapshot
Almost an Expert
inferredcites →https://doi.org/10.1145/2858036.2858195openalex-snapshot
Framing Feedback
inferredcites →https://doi.org/10.1145/2901790.2901820openalex-snapshot
Social Network, Web Forum, or Task Market?
inferredcites →https://doi.org/10.1145/2998181.2998319openalex-snapshot
Fruitful Feedback
inferredcites →https://doi.org/10.1145/3025453.3025791openalex-snapshot
Online Feedback Exchange
inferredcites →https://doi.org/10.1145/3025453.3025883openalex-snapshot
Critique Style Guide
inferredcites →https://doi.org/10.1145/62266.62273openalex-snapshot
Why CSCW applications fail: problems in the design and evaluationof organizational interfaces
inferredcites →https://doi.org/10.1177/1050651907311923openalex-snapshot
Critiquing Critiques
inferredcites →https://doi.org/10.1287/orsc.1050.0133openalex-snapshot
Organizing and the Process of Sensemaking
inferredcites →https://doi.org/10.1609/hcomp.v3i1.13229openalex-snapshot
Using Anonymity and Communal Efforts to Improve Quality of Crowdsourced Feedback
inferredcites →https://doi.org/10.2307/1511391openalex-snapshot
The Science of Design: Creating the Artificial
inferredcites →https://doi.org/10.2307/41166415openalex-snapshot
Innovation as a Learning Process: Embedding Design Thinking
inferredcites →https://doi.org/10.4324/9780203810088-13openalex-snapshot
A Data–Frame Theory of Sensemaking

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/s11042-023-17844-yopenalex-snapshot
LanT: finding experts for digital calligraphy character restoration
inferred← citeshttps://doi.org/10.1017/dsj.2025.10029openalex-snapshot
“Who” designs better? A competition among human, artificial intelligence and human–AI collaboration
inferred← citeshttps://doi.org/10.1080/10447318.2026.2638554openalex-snapshot
Standardizing the Evaluation of Usability Test Results: Criteria Development and Human-AI Collaborative Performance
inferred← citeshttps://doi.org/10.1145/3290605.3300368openalex-snapshot
How Guiding Questions Facilitate Feedback Exchange in Project-Based Learning
inferred← citeshttps://doi.org/10.1145/3313831.3376380openalex-snapshot
Decipher: An Interactive Visualization Tool for Interpreting Unstructured Design Feedback from Multiple Providers
inferred← citeshttps://doi.org/10.1145/3323994.3371017openalex-snapshot
Understanding and Designing Sociotechnical Systems to Support the Impression Management Practices of Online Freelance Workers
inferred← citeshttps://doi.org/10.1145/3325480.3326556openalex-snapshot
Supporting Creative Workers with Crowdsourced Feedback
inferred← citeshttps://doi.org/10.1145/3357236.3395480openalex-snapshot
Designing Interactive Scaffolds to Encourage Reflection on Peer Feedback
inferred← citeshttps://doi.org/10.1145/3394978openalex-snapshot
CrowdUI: Supporting Web Design with the Crowd
inferred← citeshttps://doi.org/10.1145/3411764.3445507openalex-snapshot
Ask Me or Tell Me? Enhancing the Effectiveness of Crowdsourced Design Feedback
inferred← citeshttps://doi.org/10.1145/3449096openalex-snapshot
CrowdFolio
inferred← citeshttps://doi.org/10.1145/3479569openalex-snapshot
Discovering and Validating AI Errors With Crowdsourced Failure Reports
inferred← citeshttps://doi.org/10.1145/3491102.3501946openalex-snapshot
Where Should We Put It? Layout and Placement Strategies of Documents in Augmented Reality for Collaborative Sensemaking
inferred← citeshttps://doi.org/10.1145/3502718.3524746openalex-snapshot
Improving TA Feedback on In-Class Coding Assignments for Introductory Computer Science
inferred← citeshttps://doi.org/10.1145/3533406.3533410openalex-snapshot
Design Opportunities for Freelancing Platforms: Online Freelancers’ Views on a Worker-Centred Design Fiction
inferred← citeshttps://doi.org/10.1145/3542921openalex-snapshot
What Did My AI Learn? How Data Scientists Make Sense of Model Behavior
inferred← citeshttps://doi.org/10.1145/3571817openalex-snapshot
Visualizing Topics and Opinions Helps Students Interpret Large Collections of Peer Feedback for Creative Projects
inferred← citeshttps://doi.org/10.1145/3610220openalex-snapshot
User Perspectives on Branching in Computer-Aided Design
inferred← citeshttps://doi.org/10.1145/3635636.3656183openalex-snapshot
When to Give Feedback: Exploring Tradeoffs in the Timing of Design Feedback
inferred← citeshttps://doi.org/10.1145/3641000openalex-snapshot
Collective Privacy Sensemaking on Social Media about Period and Fertility Tracking post Roe v. Wade
inferred← citeshttps://doi.org/10.1145/3706598.3714316openalex-snapshot
Friction: Deciphering Writing Feedback into Writing Revisions through LLM-Assisted Reflection
inferred← citeshttps://doi.org/10.1145/3719160.3737636openalex-snapshot
Feedstack: Layering Structured Representations Over Unstructured Feedback to Scaffold Human–AI Conversation
inferred← citeshttps://doi.org/10.1145/3746058.3758343openalex-snapshot
Evaluating Usability Challenges in VR Games for Older Adults: A Comparison With and Without AI Assistance
inferred← citeshttps://doi.org/10.1145/3746059.3747703openalex-snapshot
Synthia: Visually Interpreting and Synthesizing Feedback for Writing Revision
inferred← citeshttps://doi.org/10.1145/3757620openalex-snapshot
Learning AI Auditing: A Case Study of Teenagers Auditing a Generative AI Model
inferred← citeshttps://doi.org/10.1145/3772363.3799188openalex-snapshot
Empowering Users through Feedback-adaptive Personal Informatics Tools to Support Wellbeing and Self-Compassion
inferred← citeshttps://doi.org/10.18034/ei.v8i1.491openalex-snapshot
Crowdsourced Software Testing: A Timely Opportunity
inferred← citeshttps://doi.org/10.3390/land12020394openalex-snapshot
Simulating Urban Element Design with Pedestrian Attention: Visual Saliency as Aid for More Visible Wayfinding Design
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