Safire is a two-dimensional conceptual model that defines visualization similarity via comparison criteria and representation modalities to support retrieval system design and analysis.
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A qualitative study of South Korean parents shows that trauma and healing after learning a child is LGBTQ+ leads to identity reconstruction as supportive parents and more critical, protective informating practices.
The authors conduct a systematic literature review and real-world analysis to define Crowdsourced Context Systems and map a six-aspect design space with normative implications.
A literature review concludes that pursuing consensus in data annotation creates biased AI by dismissing subjective disagreements and enforcing geographic hegemony, and proposes mapping diversity instead.
A 14-day study with 22 participants finds that co-authorship of one-minute prompts may balance relevance and low effort across three lifestyle domains.
Visualization retrieval systems can transform static collections of visualizations into dynamic, inquiry-based environments that support design exploration, data consumption, and resource management for data literacy education.
citing papers explorer
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Journeys of Parents with LGBTQ+ Children: How Trauma and Healing Reshape Identity and (Mis)Informating Practices
A qualitative study of South Korean parents shows that trauma and healing after learning a child is LGBTQ+ leads to identity reconstruction as supportive parents and more critical, protective informating practices.
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The Consensus Trap: Dissecting Subjectivity and the "Ground Truth" Illusion in Data Annotation
A literature review concludes that pursuing consensus in data annotation creates biased AI by dismissing subjective disagreements and enforcing geographic hegemony, and proposes mapping diversity instead.
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Designing for the Moment: How One-Minute Interventions Fit or Falter Across Domains
A 14-day study with 22 participants finds that co-authorship of one-minute prompts may balance relevance and low effort across three lifestyle domains.