Wizualization: A "Hard Magic" Visualization System for Immersive and Ubiquitous Analytics
Andrea Batch, Peter W. S. Butcher, Panagiotis D. Ritsos, Niklas Elmqvist
Abstract
What if magic could be used as an effective metaphor to perform data visualization and analysis using speech and gestures while mobile and on-the-go? In this paper, we introduce WIZUALIZATION, a visual analytics system for eXtended Reality (XR) that enables an analyst to author and interact with visualizations using such a magic system through gestures, speech commands, and touch interaction. Wizualization is a rendering system for current XR headsets that comprises several components: a cross-device (or ARCANE FOCUSES) infrastructure for signalling and view control (WEAVE), a code notebook (SPELLBOOK), and a grammar of graphics for XR (OPTOMANCY). The system offers users three modes of input: gestures, spoken commands, and materials. We demonstrate Wizualization and its components using a motivating scenario on collaborative data analysis of pandemic data across time and space.
Ask about this paper
Ask your agent about it.
Lune has read the top-tier papers around this one, so every answer names the papers it rests on.
Your agent calls
Lunesearch_papers
Free to start. No credit card required.
Terminal
Install the CLIlune papers get 4d0df249-53ef-4294-9907-0607a633c9c6Cited by top-tier papers4
- CompositingVis: Exploring Interactions for Creating Composite Visualizations in Immersive EnvironmentsQian Zhu, Tao Lu, Shunan Guo, Xiaojuan Ma et al.IEEE VIS 2024 · 11 citations
- Datamancer: Bimanual Gesture Interaction in Multi-Display Ubiquitous Analytics EnvironmentsBiswaksen Patnaik, Marcel Borowski, Huaishu Peng, Clemens Nylandsted Klokmose et al.CHI 2025 · 2 citations
- Embodied Natural Language Interaction (NLI): Speech Input Patterns in Immersive AnalyticsHyemi Song, Matthew Johnson, Kirsten Whitley, Eric Krokos et al.IEEE VIS 2025 · 2 citations
- Challenges in Synchronous & Remote Collaboration Around VisualizationMatthew Brehmer, Maxime Cordeil, Christophe Hurter, Takayuki Itoh et al.CHI 2026 · 1 citation
Related papers
- Explainable XR: Understanding User Behaviors of XR Environments Using LLM-Assisted Analytics FrameworkYoonsang Kim, Zainab Aamir, Mithilesh Kumar Singh, Saeed Boorboor et al.IEEE VR 2025 · 27 citations
- MARVIS: Combining Mobile Devices and Augmented Reality for Visual Data AnalysisRicardo Langner, Marc Satkowski, Wolfgang Büschel, Raimund DachseltCHI 2021 · 108 citations
- : Visualization of AI-Assisted Task Guidance in ARSonia Castelo, João Rulff, Erin McGowan, Bea Steers et al.IEEE VIS 2023 · 33 citations
- STREAM: Exploring the Combination of Spatially-Aware Tablets with Augmented Reality Head-Mounted Displays for Immersive AnalyticsSebastian Hubenschmid, Johannes Zagermann, Simon Butscher, Harald ReitererCHI 2021 · 89 citations
- DataHop: Spatial Data Exploration in Virtual RealityDevamardeep Hayatpur, Haijun Xia, Daniel WigdorUIST 2020 · 61 citations
