Ambient Analytics: Calm Technology for Immersive Visualization and Sensemaking

IEEE Computer Graphics and Applications 2026 Open access

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Authors: Sebastian Hubenschmid, Arvind Srinivasan, Niklas Elmqvist, Dieter Schmalstieg, Michael Sedlmair
DOI: 10.1109/mcg.2026.3667291
Cited by: 0

Abstract

Augmented reality has great potential for embedding data visualizations in the world around the user. While this can enhance users' understanding of their surroundings, it also bears the risk of overwhelming their senses with a barrage of information. In contrast, calm technologies aim to place information in the user's attentional periphery, minimizing cognitive load instead of demanding focused engagement. In this article, we explore how visualizations can be harmoniously integrated into our everyday life through augmented reality, progressing from visual analytics to ambient analytics.

Fields of Study & Subjects

Data Visualization and Analytics Augmented Reality Applications Interactive and Immersive Displays

Publication details

Journal / source
IEEE Computer Graphics and Applications
Volume
46
Issue
3
Pages
110–117
Publication date
1 May 2026
Language
EN