[HTML][HTML] Exploring the limits of complexity: A survey of empirical studies on graph visualisation

V Yoghourdjian, D Archambault, S Diehl, T Dwyer… - Visual Informatics, 2018 - Elsevier
For decades, researchers in information visualisation and graph drawing have focused on
developing techniques for the layout and display of very large and complex networks …

Scalability of network visualisation from a cognitive load perspective

V Yoghourdjian, Y Yang, T Dwyer… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Node-link diagrams are widely used to visualise networks. However, even the best network
layout algorithms ultimately result in 'hairball'visualisations when the graph reaches a …

Evaluating navigation techniques for 3d graph visualizations in virtual reality

A Drogemuller, A Cunningham, J Walsh… - … symposium on big …, 2018 - ieeexplore.ieee.org
Research into how virtual reality (VR) can be a beneficial technology for new and emerging
large, complex data visualizations for data scientists is ongoing. In this paper, we evaluate …

Examining virtual reality navigation techniques for 3D network visualisations

A Drogemuller, A Cunningham, J Walsh… - Journal of Computer …, 2020 - Elsevier
Research into how virtual reality (VR) can be a beneficial technology for new and emerging
large, complex data visualisations for data scientists is ongoing. In this paper, we evaluate …

Evaluating multi-user selection for exploring graph topology on wall-displays

A Prouzeau, A Bezerianos… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Wall-displays allow multiple users to simultaneously view and analyze large amounts of
information, such as the increasingly complex graphs present in domains like biology or …

[PDF][PDF] Designing computational evaluations for graph layout algorithms: the state of the art

S Di Bartolomeo, T Crnovrsanin, D Saffo, C Dunne - Companion, 2023 - files.osf.io
Computational evaluations and benchmarks are widely used for validating graph and
network layout algorithms (aka graph drawing). These evaluations can provide the reader …

Shape-based quality metrics for large graph visualization

P Eades, SH Hong, A Nguyen, K Klein - Journal of Graph Algorithms and …, 2017 - jgaa.info
The scalability of graph layout algorithms has gradually improved for many years. However,
only recently a discussion has started to investigate the usefulness of established quality …

Dynamic network plaid: A tool for the analysis of dynamic networks

A Lee, D Archambault, M Nacenta - … of the 2019 CHI Conference on …, 2019 - dl.acm.org
Network data that changes over time can be very useful for studying a wide range of
important phenomena, from how social network connections change to epidemiology …

Evaluating Graph Layout Algorithms: A Systematic Review of Methods and Best Practices

S Di Bartolomeo, T Crnovrsanin, D Saffo… - Computer Graphics …, 2024 - Wiley Online Library
Evaluations—encompassing computational evaluations, benchmarks and user studies—are
essential tools for validating the performance and applicability of graph and network layout …

Shape-based quality metrics for large graph visualization

P Eades, SH Hong, K Klein, A Nguyen - International Symposium on …, 2015 - Springer
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