Visual Analysis of Multilayer Networks
  1. English
  2. PDF
  3. Available on iOS & Android
eBook - PDF

About this book

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. In this Synthesis Lecture, we provide an overview and structured analysis of contemporary multilayer network visualization. This is not only for researchers in visualization, but also for those who aim to visualize multilayer networks in the domain of complex systems, as well as those solving problems within application domains. We have explored the visualization literature to survey visualization techniques suitable for multilayer network visualization, as well as tools, tasks, and analytic techniques from within application domains. We also identify the research opportunities and examine outstanding challenges for multilayer network visualization along with potential solutions and future research directions for addressing them.

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Yes, you can access Visual Analysis of Multilayer Networks by Fintan McGee,Benjamin Renoust,Daniel Archambault,Mohammad Ghoniem,Andreas Kerren,Bruno Pinaud in PDF and/or ePUB format, as well as other popular books in Mathematics & Computer Science General. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover
  2. Copyright Page
  3. Title Page
  4. Contents
  5. Preface
  6. Figure Credits
  7. 1 Introduction and Overview
  8. 2 Multilayer Networks Across Domains
  9. 3 The Layer as an Entity
  10. 4 Task Taxonomy for Multilayer Networks
  11. 5 Visualization of Nodes and Relationships Across Layers
  12. 6 Interacting with and Analyzing Multilayer Networks
  13. 7 Attribute Visualization and Multilayer Networks
  14. 8 Evaluation of Multilayer Network Visualization Systems and Techniques
  15. 9 Conclusions
  16. Bibliography
  17. Authors’ Biographies
  18. List of Figures