CompositingVis: Exploring Interactions for Creating Composite Visualizations in Immersive Environments

TL;DR

This paper introduces embodied interaction techniques for creating composite visualizations directly within immersive virtual environments, enabling users to intuitively manipulate and understand multiple data views.

Contribution

It develops a design space of embodied interactions for composite visualization creation in VR and demonstrates their usability through case studies and user evaluation.

Findings

Embodied interactions enhance user engagement and understanding.

Users can flexibly manipulate multiple visualization views.

Interaction techniques are usable and improve comprehension.

Abstract

Composite visualization represents a widely embraced design that combines multiple visual representations to create an integrated view. However, the traditional approach of creating composite visualizations in immersive environments typically occurs asynchronously outside of the immersive space and is carried out by experienced experts. In this work, we aim to empower users to participate in the creation of composite visualization within immersive environments through embodied interactions. This could provide a flexible and fluid experience with immersive visualization and has the potential to facilitate understanding of the relationship between visualization views. We begin with developing a design space of embodied interactions to create various types of composite visualizations with the consideration of data relationships. Drawing inspiration from people's natural experience of manipulating physical objects, we design interactions based on the combination of 3D manipulations in immersive environments. Building upon the design space, we present a series of case studies showcasing the interaction to create different kinds of composite visualizations in virtual reality. Subsequently, we conduct a user study to evaluate the usability of the derived interaction techniques and user experience of creating composite visualizations through embodied interactions. We find that empowering users to participate in composite visualizations through embodied interactions enables them to flexibly leverage different visualization views for understanding and communicating the relationships between different views, which underscores the potential of several future application scenarios.