On selective, mutable and dialogic XAI: A review of what users say about different types of interactive explanations

A Bertrand, T Viard, R Belloum, JR Eagan… - Proceedings of the …, 2023 - dl.acm.org
Explainability (XAI) has matured in recent years to provide more human-centered
explanations of AI-based decision systems. While static explanations remain predominant …

Encoding Variables, Evaluation Criteria, and Evaluation Methods for Data Physicalisations: A Review

C Ranasinghe, A Degbelo - Multimodal Technologies and Interaction, 2023 - mdpi.com
Data physicalisations, or physical visualisations, represent data physically, using variable
properties of physical media. As an emerging area, Data physicalisation research needs …

Proxsituated visualization: An extended model of situated visualization using proxies for physical referents

KA Satriadi, A Cunningham, RT Smith… - Proceedings of the …, 2023 - dl.acm.org
Existing situated visualization models assume the user is able to directly interact with the
objects and spaces to which the data refers (known as physical referents). We review a …

A design vocabulary for data physicalization

E Hornecker, T Hogan, U Hinrichs… - ACM Transactions on …, 2023 - dl.acm.org
Although physical artifacts that represent data have been used for centuries, the research
field—known as data physicalization—has only recently gained traction. Compared to data …

Data, data, everywhere: Uncovering everyday data experiences for people with intellectual and developmental disabilities

K Wu, MH Tran, E Petersen, V Koushik… - Proceedings of the 2023 …, 2023 - dl.acm.org
Data is everywhere but may not be accessible to everyone. Conventional data visualization
tools and guidelines often do not actively consider the specific needs and abilities of people …

BubbleTex: Designing Heterogenous Wettable Areas for Carbonation Bubble Patterns on Surfaces

H Sareen, Y Fu, N Boulahcen, Y Kakehi - … of the 2023 CHI Conference on …, 2023 - dl.acm.org
Materials are a key part of our daily experiences. Recently, researchers have been devising
new ways to utilize materials directly from our physical world for the design of objects and …

Engaging Passers-by with Rhythm: Applying Feedforward Learning to a Xylophonic Media Architecture Facade

BVD Nguyen, J Han, M Houben, Y Bayoumi… - Proceedings of the …, 2023 - dl.acm.org
Media architecture exploits interactive technology to encourage passers-by to engage with
an architectural environment. Whereas most media architecture installations focus on visual …

Robot-Assisted Decision-Making: Unveiling the Role of Uncertainty Visualisation and Embodiment

S Schömbs, S Pareek, J Goncalves… - Proceedings of the CHI …, 2024 - dl.acm.org
Robots are embodied agents that act under several sources of uncertainty. When assisting
humans in a collaborative task, robots need to communicate their uncertainty to help inform …

Designing LLM chains by adapting techniques from crowdsourcing workflows

M Grunde-McLaughlin, MS Lam, R Krishna… - arXiv preprint arXiv …, 2023 - arxiv.org
LLM chains enable complex tasks by decomposing work into a sequence of sub-tasks.
Crowdsourcing workflows similarly decompose complex tasks into smaller tasks for human …

Physicalization from theory to practice: Exploring physicalization design across domains

K Sauvé, H Brombacher… - Extended Abstracts of …, 2023 - dl.acm.org
Currently, physicalization research is dominated by technology-centric explorations with
limited insights into the broader domain implications. The goal of this workshop is to bring …