Tootfinder

Via @… I found this interesting constituency dashboard:
https://open-innovations.github.io/constituency-dashboards/
It's in…

ConGaIT: A Clinician-Centered Dashboard for Contestable AI in Parkinson's Disease Care
Phuc Truong Loc Nguyen, Thanh Hung Do
https://arxiv.org/abs/2507.22300 https://…

ConGaIT: A Clinician-Centered Dashboard for Contestable AI in Parkinson's Disease Care
AI-assisted gait analysis holds promise for improving Parkinson's Disease (PD) care, but current clinical dashboards lack transparency and offer no meaningful way for clinicians to interrogate or contest AI decisions. We present Con-GaIT (Contestable Gait Interpretation & Tracking), a clinician-centered system that advances Contestable AI through a tightly integrated interface designed for interpretability, oversight, and procedural recourse. Grounded in HCI principles, ConGaIT enables structur…

Behavioral Study of Dashboard Mechanisms
Paula Kayongo, Jessica Hullman, Jason Hartline
https://arxiv.org/abs/2507.20985 https://arxiv.org/pdf/2507.20985…

Behavioral Study of Dashboard Mechanisms
Visualization dashboards are increasingly used in strategic settings like auctions to enhance decision-making and reduce strategic confusion. This paper presents behavioral experiments evaluating how different dashboard designs affect bid optimization in reverse first-price auctions. Additionally, we assess how dashboard designs impact the auction designer's ability to accurately infer bidders' preferences within the dashboard mechanism framework. We compare visualizations of the bid allocation…

Emotionally Aware Moderation: The Potential of Emotion Monitoring in Shaping Healthier Social Media Conversations
Xiaotian Su, Naim Zierau, Soomin Kim, April Yi Wang, Thiemo Wambsganss
https://arxiv.org/abs/2507.21089

Emotionally Aware Moderation: The Potential of Emotion Monitoring in Shaping Healthier Social Media Conversations
Social media platforms increasingly employ proactive moderation techniques, such as detecting and curbing toxic and uncivil comments, to prevent the spread of harmful content. Despite these efforts, such approaches are often criticized for creating a climate of censorship and failing to address the underlying causes of uncivil behavior. Our work makes both theoretical and practical contributions by proposing and evaluating two types of emotion monitoring dashboards to users' emotional awareness…

Development and Real-World Application of Commercial Motor Vehicle Safety Enforcement Dashboards
Dhairya Parekh, Mark L. Franz Ph. D, Sara Zahedian Ph. D, Narjes Shayesteh
https://arxiv.org/abs/2507.06351

Development and Real-World Application of Commercial Motor Vehicle Safety Enforcement Dashboards
Commercial Motor Vehicle (CMV) safety is crucial in traffic management and public safety. CMVs account for numerous traffic incidents, so monitoring CMV safety and safety inspections is essential for ensuring safe and efficient highway movement. This paper presents the development and real-world application of CMV dashboards designed under the guidance of CMV safety enforcement professionals from the Maryland State Police (MSP), the Maryland Department of Transportation - State Highway Administ…

"Eventually, I stopped responding to my body. I was responding instead to a dashboard." — @…
This is a great point and very much translates to so many other parts of life/work where people stop listening to their "body" (or to their org/product/offering), outsourcing/numbing/dumbing down their decision making based on dashboards of col…

Why I Gave Up My Smartwatch
Somewhere between the first time I tapped my wrist to skip a song and the three hundredth time I anxiously checked my resting heart rate, I started to hate my Apple Watch. The promise of the smartwatch was elegance, convenience, optimization. What I got was constant data drip, subtle panic,

Low-code to fight climate change: the Climaborough project
Aaron Conrardy, Armen Sulejmani, Cindy Guerlain, Daniele Pagani, David Hick, Matteo Satta, Jordi Cabot
https://arxiv.org/abs/2506.14623

Low-code to fight climate change: the Climaborough project
The EU-funded Climaborough project supports European cities to achieve carbon neutrality by 2030. Eleven cities in nine countries will deploy in real conditions products and services fostering climate transition in their local environment. The Climaborough City Platform is being developed to monitor the cities' overall progress towards their climate goals by aggregating historic and real-time data and displaying the results in user-friendly dashboards that will be used by non-technical experts …

Limits at a Distance: Design Directions to Address Psychological Distance in Policy Decisions Affecting Planetary Boundaries
Eshta Bhardwaj, Han Qiao, Christoph Becker
https://arxiv.org/abs/2507.18913 …

Limits at a Distance: Design Directions to Address Psychological Distance in Policy Decisions Affecting Planetary Boundaries
Policy decisions relevant to the environment rely on tools like dashboards, risk models, and prediction models to provide information and data visualizations that enable decision-makers to make trade-offs. The conventional paradigm of data visualization practices for policy and decision-making is to convey data in a supposedly neutral, objective manner for rational decision-makers. Feminist critique advocates for nuanced and reflexive approaches that take into account situated decision-makers a…

A project we kicked off in March, have worked on pretty much non-stop and have done loads of interesting new work on, all started to come together today.
Learnt loads; fully containerised dev & prod environment, brand new #rails 8 app, Avo dashboards, headless CMS, AstroJS website, new analytics platform, “novel” Google Docs to CMS ETL process, 3-stage production/staging/trunk AWS acco…

Resistance Technologies: Moving Beyond Alternative Designs
Iness Ben Guirat, Jan Tobias M\"uhlberg
https://arxiv.org/abs/2508.05223 https://arxiv.org/…

Resistance Technologies: Moving Beyond Alternative Designs
The discourse about sustainable technology has emerged from the acknowledgment of the environmental collapse we are facing. In this paper, we argue that addressing this crisis requires more than the development of sustainable alternatives to current online services or the optimization of resources using various dashboards and AI. Rather, the focus must shift toward designing technologies that protect us from the consequences of the environmental damages. Among these consequences, wars, genocide…

R\'ECITKIT: A Spatial Toolkit for Designing and Evaluating Human-Centered Immersive Data Narratives
Vidya Setlur, Samuel Ridet
https://arxiv.org/abs/2508.18670 https://

RÉCITKIT: A Spatial Toolkit for Designing and Evaluating Human-Centered Immersive Data Narratives
Spatial computing presents new opportunities for immersive data storytelling, yet there is limited guidance on how to build such experiences or adapt traditional narrative visualizations to this medium. We introduce a toolkit, RÉCITKIT for supporting spatial data narratives in head-mounted display (HMD) environments. The toolkit allows developers to create interactive dashboards, tag data attributes as spatial assets to 3D models and immersive scenes, generate text and audio narratives, enabli…

Toward Supporting Narrative-Driven Data Exploration: Barriers and Design Opportunities
Oliver Huang, Carolina Nobre
https://arxiv.org/abs/2508.04920 https://

Toward Supporting Narrative-Driven Data Exploration: Barriers and Design Opportunities
Analysts increasingly explore data through evolving, narrative-driven inquiries, moving beyond static dashboards and predefined metrics as their questions deepen and shift. As these explorations progress, insights often become dispersed across views, making it challenging to maintain context or clarify how conclusions arise. Through a formative study with 48 participants, we identify key barriers that hinder narrative-driven exploration, including difficulty maintaining context across views, tr…