Touch? speech? or touch and speech? investigating multimodal interaction for visual network exploration and analysis

A Saktheeswaran, A Srinivasan… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Interaction plays a vital role during visual network exploration as users need to engage with
both elements in the view (eg, nodes, links) and interface controls (eg, sliders, dropdown …

Orko: Facilitating multimodal interaction for visual exploration and analysis of networks

A Srinivasan, J Stasko - IEEE transactions on visualization and …, 2017 - ieeexplore.ieee.org
Data visualization systems have predominantly been developed for WIMP-based direct
manipulation interfaces. Only recently have other forms of interaction begun to appear, such …

Is embodied interaction beneficial? A study on navigating network visualizations

HH Huang, H Pfister, Y Yang - Information Visualization, 2023 - journals.sagepub.com
Network visualizations are commonly used to analyze relationships in various contexts, such
as social, biological, and geographical interactions. To efficiently explore a network …

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 …

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 …

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 …

A study of mental maps in immersive network visualization

J Kotlarek, OH Kwon, KL Ma, P Eades… - 2020 IEEE pacific …, 2020 - ieeexplore.ieee.org
The visualization of a network influences the quality of the mental map that the viewer
develops to understand the network. In this study, we investigate the effects of a 3D …

Evaluating multivariate network visualization techniques using a validated design and crowdsourcing approach

C Nobre, D Wootton, L Harrison, A Lex - … of the 2020 CHI conference on …, 2020 - dl.acm.org
Visualizing multivariate networks is challenging because of the trade-offs necessary for
effectively encoding network topology and encoding the attributes associated with nodes …

Multimodal interaction for data visualization

B Lee, A Srinivasan, J Stasko, M Tory… - Proceedings of the 2018 …, 2018 - dl.acm.org
Multimodal interaction offers many potential benefits for data visualization. It can help people
stay in the flow of their visual analysis and presentation, with the strengths of one interaction …

Understanding barriers to network exploration with visualization: A report from the trenches

M AlKadi, V Serrano, J Scott-Brown… - … on Visualization and …, 2022 - ieeexplore.ieee.org
This article reports on an in-depth study that investigates barriers to network exploration with
visualizations. Network visualization tools are becoming increasingly popular, but little is …