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Visual Analysis of Multilayer Networks

Fintan McGee
Livre relié | Anglais | Synthesis Lectures on Visualization
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Description

This is an overview and structured analysis of contemporary multilayer network visualization. It surveys techniques as well as tools, tasks, and analytics from within application domains. It also identifies research opportunities and examines outstanding challenges along with potential solutions and future research directions for addressing them.

Visual Analysis of Multilayer Networks is not only for visualization researchers, but for those who need to visualize multilayer networks in the domain of complex systems, as well as anyone solving problems within application domains.

The emergence of multilayer networks as a concept from the field of complex systems provides many new opportunities for the visualization of network complexity, and has also raised many new exciting challenges. The multilayer network model recognizes that the complexity of relationships between entities in real-world systems is better embraced as several interdependent subsystems (or layers) rather than a simple graph approach. Despite only recently being formalized and defined, this model can be applied to problems in the domains of life sciences, sociology, digital humanities, and more. Within the domain of network visualization there already are many existing systems, which visualize data sets having many characteristics of multilayer networks, and many techniques, which are applicable to their visualization.

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Contenu

Nombre de pages :
150
Langue:
Anglais
Collection :

Caractéristiques

EAN:
9781636391458
Date de parution :
10-06-21
Format:
Livre relié
Format numérique:
Genaaid
Dimensions :
191 mm x 235 mm
Poids :
480 g

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