The state of the art in multilayer network visualization

F McGee, M Ghoniem, G Melançon… - Computer Graphics …, 2019 - Wiley Online Library
Modelling relationship between entities in real‐world systems with a simple graph is a
standard approach. However, reality is better embraced as several interdependent …

Networks from archives: Reconstructing networks of official correspondence in the early modern Portuguese empire

A Błoch, D Vasques Filho, M Bojanowski - Social Networks, 2022 - Elsevier
Historical archives provide invaluable insights into societies of the past, including social
networks. However, the required amount of traditional archival work makes historical …

Exploring dynamic multilayer graphs for digital humanities

S Bornhofen, M Düring - Applied Network Science, 2020 - Springer
The paper presents Intergraph, a graph-based visual analytics technical demonstrator for
the exploration and study of content in historical document collections. The designed …

Gravity++: A graph-based framework for constructing interactive visualization narratives

HO Obie, DTC Ho, I Avazpour, J Grundy… - Journal of Computer …, 2022 - Elsevier
Interactive visualizations play a key part in the exploration and analysis of data, and in the
creation of visual data stories. This paper describes a new graph-based framework for …

A methodology for multilayer networks analysis in the context of open and private data: biological application

M Malek, S Zorzan, M Ghoniem - Applied Network Science, 2020 - Springer
Recently, an increasing body of work investigates networks with multiple types of links.
Variants of such systems have been examined decades ago in disciplines such as sociology …

[PDF][PDF] Bridging the gap between visual analytics and digital humanities: Beyond the data-users-tasks design triangle

V Schetinger, K Raminger, V Filipov… - Proc. 4th Workshop …, 2019 - vis4dh.dbvis.de
This paper is an exercise in bridge building through re-thinking the common methodological
foundations of Visual Analytics (VA) from a Digital Humanities (DH) perspective. We …

[PDF][PDF] Layer definition and discovery in multilayer network datasets

F McGee, L Morin, M Stefas, S Zorzan… - Proc. Int. Workshop …, 2019 - multilayernetvis.org
The real world systems modelled by multilayer networks are frequently characterised by a
high level of complexity. Understanding the most suitable definition of layer that can help a …

M-QuBE 3: Querying Big Multilayer Graph by Evolutive Extraction and Exploration

A Laumond, G Melançon, B Pinaud… - … Symposium on Electronic …, 2019 - hal.science
Although node-link representations of graphs are widespread and even sometimes
preferred to other approaches, they suffer from obvious limitations when graphs become …

Exploration, navigation et visualisation des réseaux multi-couches à travers les sciences humaines et sociales

A Laumond - 2020 - theses.hal.science
De nos jours les réseaux deviennent des sujets d'étude de plus en plus répandus dans de
nombreux domaines: des réseaux sociaux en ligne jusqu'aux réseaux criminels en passant …