HoloGraphs: An Interactive Physicalization for Dynamic Graphs

Daniel Pahr, Henry Ehlers, Velitchko Filipov

2025

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.

Paper Citation

in Harvard Style

Pahr D., Ehlers H. and Filipov V. (2025). HoloGraphs: An Interactive Physicalization for Dynamic Graphs. In Proceedings of the 20th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 1: IVAPP; ISBN 978-989-758-728-3, SciTePress, pages 859-866. DOI: 10.5220/0013116000003912

in Bibtex Style

@conference{ivapp25,
author={Daniel Pahr and Henry Ehlers and Velitchko Filipov},
title={HoloGraphs: An Interactive Physicalization for Dynamic Graphs},
booktitle={Proceedings of the 20th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 1: IVAPP},
year={2025},
pages={859-866},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013116000003912},
isbn={978-989-758-728-3},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 20th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 1: IVAPP
TI - HoloGraphs: An Interactive Physicalization for Dynamic Graphs
SN - 978-989-758-728-3
AU - Pahr D.
AU - Ehlers H.
AU - Filipov V.
PY - 2025
SP - 859
EP - 866
DO - 10.5220/0013116000003912
PB - SciTePress