helpResearch questionCollaborative Visualization and Multi-User Analysis
How can personal data visualization tools balance data humanism (emphasizing subjectivity) and collaborative sensemaking (requiring structure)?Direction: Visualization, Analytics, and Data Understanding
Collaborative Visualization and Multi-User Analysis
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helpResearch questionCollaborative Visualization and Multi-User Analysis
What design principles can support slow-paced data visualization that combines personalization and collaboration?helpResearch questionCollaborative Visualization and Multi-User Analysis
In collaborative data visualization, how can users discover hidden behavior patterns and self-awareness?lightbulbPractical problemCollaborative Visualization and Multi-User Analysis
Users struggle to combine subjective reflection and collaborative analysis in personal data visualization.helpResearch questionCollaborative Visualization and Multi-User Analysis
How can data probes (interactive data visualization tools) act as boundary objects to facilitate collaboration among stakeholders in policymaking?helpResearch questionCollaborative Visualization and Multi-User Analysis
Can data probes help decision-makers understand how ride-hailing platform algorithms affect workers' income and working conditions?helpResearch questionCollaborative Visualization and Multi-User Analysis
How can data probes empower worker organizations to take collective action to influence related policies?lightbulbPractical problemCollaborative Visualization and Multi-User Analysis
Ride-hailing workers suffer rights violations due to algorithmic opacity, and policymaking lacks timeliness.helpResearch questionCollaborative Visualization and Multi-User Analysis
In CSCW, what role do data and technology play in promoting or hindering environmental and climate justice?CSCW '23Environmental and Climate Justice in Computing
helpResearch questionCollaborative Visualization and Multi-User Analysis
How do traditional sustainability frameworks overlook issues arising from environmental and social differences (e.g., race, class)?CSCW '23Environmental and Climate Justice in Computing
helpResearch questionCollaborative Visualization and Multi-User Analysis
Is visualization alone sufficient to promote environmental and climate justice, or what more radical interventions are needed?CSCW '23Environmental and Climate Justice in Computing
lightbulbPractical problemCollaborative Visualization and Multi-User Analysis
Marginalized communities bear disproportionate environmental burdens, and technology may exacerbate inequality.CSCW '23Environmental and Climate Justice in Computing
helpResearch questionCollaborative Visualization and Multi-User Analysis
How can a physically actuated data platform with dynamically changing bar chart shapes support multi-user collaborative interaction for co-located users?helpResearch questionCollaborative Visualization and Multi-User Analysis
What behavioral characteristics do shape-changing interfaces exhibit in supporting multi-user collaborative interaction, and how should design be optimized?helpResearch questionCollaborative Visualization and Multi-User Analysis
Which factors affect collaboration and communication when multiple users use dynamic physicalization tools in co-located settings?lightbulbPractical problemCollaborative Visualization and Multi-User Analysis
2D data visualizations struggle to intuitively present multidimensional complex data, and public collaboration efficiency is low.helpResearch questionCollaborative Visualization and Multi-User Analysis
In visualization design research, how can socio-technical tensions and power dynamics in collaborative processes be effectively addressed?helpResearch questionCollaborative Visualization and Multi-User Analysis
Over the long term, how can visualization design research better attend to maintenance responsibilities and exit ethics in collaborative relationships?helpResearch questionCollaborative Visualization and Multi-User Analysis
How can the matters of care framework re-evaluate the value of collaborative visualization research?lightbulbPractical problemCollaborative Visualization and Multi-User Analysis
Designers and domain experts face unfair distribution of long-term maintenance responsibilities in collaboration.Related papers
CHI 2025
Reciportrait: a Data Humanism Approach for Collaborative Sensemaking of Personal Data
Di Yan, Chenge Tang, Senthil Chandrasegaran
CHI 2024
Data Probes as Boundary Objects for Technology Policy Design: Demystifying Technology for Policymakers and Aligning Stakeholder Objectives in Rideshare Gig Work
Angie Zhang, Rocita Rana, Alexander Boltz
CHI 2023
Exploring Co-located Interactions with a Shape-Changing Bar Chart
Miriam Sturdee, Hayat Kara, Jason Alexander
CHI 2023
Troubling Collaboration: Matters of Care for Visualization Design Study
Derya Akbaba, Devin Lange, Michael Correll
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