A taxonomy and survey of dynamic graph visualization

F Beck, M Burch, S Diehl… - Computer graphics …, 2017 - Wiley Online Library
Dynamic graph visualization focuses on the challenge of representing the evolution of
relationships between entities in readable, scalable and effective diagrams. This work …

Are we there yet? a roadmap of network visualization from surveys to task taxonomies

V Filipov, A Arleo, S Miksch - Computer Graphics Forum, 2023 - Wiley Online Library
Networks are abstract and ubiquitous data structures, defined as a set of data points and
relationships between them. Network visualization provides meaningful representations of …

Reducing snapshots to points: A visual analytics approach to dynamic network exploration

S van den Elzen, D Holten, J Blaas… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
We propose a visual analytics approach for the exploration and analysis of dynamic
networks. We consider snapshots of the network as points in high-dimensional space and …

Small MultiPiles: Piling time to explore temporal patterns in dynamic networks

B Bach, N Henry‐Riche, T Dwyer… - Computer Graphics …, 2015 - Wiley Online Library
We introduce MultiPiles, a visualization to explore time‐series of dense, weighted networks.
MultiPiles is based on the physical analogy of piling adjacency matrices, each one …

On network structural and temporal encodings: a space and time odyssey

V Filipov, A Arleo, M Bögl… - IEEE transactions on …, 2023 - ieeexplore.ieee.org
The dynamic network visualization design space consists of two major dimensions: network
structural and temporal representation. As more techniques are developed and published, a …

A systematic literature review of modern software visualization

N Chotisarn, L Merino, X Zheng, S Lonapalawong… - Journal of …, 2020 - Springer
We report on the state-of-the-art of software visualization. To ensure reproducibility, we
adopted the Systematic Literature Review methodology. That is, we analyzed 1440 entries …

Githru: visual analytics for understanding software development history through git metadata analysis

Y Kim, J Kim, H Jeon, YH Kim, H Song… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Git metadata contains rich information for developers to understand the overall context of a
large software development project. Thus it can help new developers, managers, and testers …

HyperStorylines: Interactively untangling dynamic hypergraphs

V Peña-Araya, T Xue, E Pietriga… - Information …, 2022 - journals.sagepub.com
We present the design and evaluation of HyperStorylines, a technique that generalizes
Storylines to visualize the evolution of relationships involving multiple types of entities such …

Using animation to alleviate overdraw in multiclass scatterplot matrices

H Chen, S Engle, A Joshi, ED Ragan… - Proceedings of the …, 2018 - dl.acm.org
The scatterplot matrix (SPLOM) is a commonly used technique for visualizing multiclass
multivariate data. However, multiclass SPLOMs have issues with overdraw (overlapping …

The state of the art in visualizing dynamic multivariate networks

B Kale, M Sun, ME Papka - Computer Graphics Forum, 2023 - Wiley Online Library
Most real‐world networks are both dynamic and multivariate in nature, meaning that the
network is associated with various attributes and both the network structure and attributes …