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A Survey on Cross‐Virtuality Analytics

Bernhard Fröhler, Christoph Anthes, Fabian Pointecker, Judith Friedl, Daniel Schwajda, Andreas Riegler, Shailesh Tripathi, Clemens Holzmann, Manuel Brunner, Herbert Jodlbauer, Hans-Christian Jetter, Christoph Heinzl

2022Computer Graphics Forum63 citationsDOIOpen Access PDF

Abstract

Abstract Cross‐virtuality analytics (XVA) is a novel field of research within immersive analytics and visual analytics. A broad range of heterogeneous devices across the reality–virtuality continuum, along with respective visual metaphors and analysis techniques, are currently becoming available. The goal of XVA is to enable visual analytics that use transitional and collaborative interfaces to seamlessly integrate different devices and support multiple users. In this work, we take a closer look at XVA and analyse the existing body of work for an overview of its current state. We classify the related literature regarding ways of establishing cross‐virtuality by interconnecting different stages in the reality–virtuality continuum, as well as techniques for transitioning and collaborating between the different stages. We provide insights into visualization and interaction techniques employed in current XVA systems. We report on ways of evaluating such systems, and analyse the domains where such systems are becoming available. Finally, we discuss open challenges in XVA, giving directions for future research.

Topics & Concepts

Virtuality (gaming)Visual analyticsAnalyticsComputer scienceVisualizationData scienceCultural analyticsHuman–computer interactionSemantic analyticsWorld Wide WebData miningArtificial intelligenceData WebWeb serviceVirtual Reality Applications and ImpactsVisual Attention and Saliency DetectionData Visualization and Analytics
A Survey on Cross‐Virtuality Analytics | Litcius