HoloGraphs: An Interactive Physicalization for Dynamic Graphs

TL;DR

HoloGraphs introduces a tangible, interactive 3D physicalization method for visualizing and exploring dynamic networks, enhancing understanding especially for users with low visualization literacy.

Contribution

This work presents a novel physicalization approach for dynamic graphs using transparent media and tangible interactions, bridging digital and physical network exploration.

Findings

Effective physical representation of dynamic networks.

Enhanced user engagement and understanding.

Successful case study with character interaction network.

Abstract

We present HoloGraphs, a novel approach for physically representing, explaining, exploring, and interacting with dynamic networks. HoloGraphs addresses the challenges of visualizing and understanding evolving network structures by providing an engaging method of interacting and exploring dynamic network structures using physicalization techniques. In contrast to traditional digital interfaces, our approach leverages tangible artifacts made from transparent materials to provide an intuitive way for people with low visualization literacy to explore network data. The process involves printing network embeddings on transparent media and assembling them to create a 3D representation of dynamic networks, maintaining spatial perception and allowing the examination of each timeslice individually. Interactivity is envisioned using optional Focus+Context layers and overlays for node trajectories and labels. Focus layers highlight nodes of interest, context layers provide an overview of the network structure, and global overlays show node trajectories over time. In this paper, we outline the design principles and implementation of HoloGraphs and present how elementary digital interactions can be mapped to physical interactions to manipulate the elements of a network and temporal dimension in an engaging matter. We demonstrate the capabilities of our concept in a case study. Using a dynamic network of character interactions from a popular book series, we showcase how it represents and supports understanding complex concepts such as dynamic networks.