https://www.dagstuhl.de/19061

03. – 08. Februar 2019, Dagstuhl Seminar 19061

Visual Analytics of Multilayer Networks Across Disciplines

Organisatoren

Nathalie Henry Riche (Microsoft Research – Redmond, US)
Mikko Kivelä (Aalto University, FI)
Fintan McGee (Luxembourg Inst. of Science & Technology, LU)
Guy Melançon (University of Bordeaux, FR)
Tatiana von Landesberger (TU Darmstadt, DE)

Auskunft zu diesem Dagstuhl Seminar erteilen

Simone Schilke zu administrativen Fragen

Andreas Dolzmann zu wissenschaftlichen Fragen

Dokumente

Programm des Dagstuhl Seminars (Hochladen)

(Zum Einloggen bitte Seminarnummer und Zugangscode verwenden)

Motivation

Networks, used to understand systems, are frequently modelled, analysed and visualised as a single complete network. However, real-world systems are often more accurately modelled as a set of interacting networks, or layers. These so-called Multilayer Networks are studied by researchers both in network visualization and in complex systems — the domain from which the concept of Multilayer Networks has recently emerged. Moreover, researchers in various application domains study these systems, e.g. biology, digital humanities, sociology, business and financial analytics, geography, and journalism. This Dagstuhl Seminar will bring participants from these various areas together.

Visual analytics focuses on the design of visual representations of data that properly supports analytical tasks so that it reveals insight present in the data used to conduct the analysis. The challenge is to draw the right image based on sound statistics computed on the data that provide useful answers to domain centred questions. Multilayer Networks provide new challenges, in terms of visualization, analytics, interaction, and modelling. New tasks and domain problems are exposed across the application domains, which are not addressed by existing visual analytics approaches.

Layers can model many different concepts across application domains, and often terms such as heterogeneous, multi-faceted, multi-modal, or multi-relational networks, amongst others, are used to describe networks which can be modelled as multilayer networks. The core topics of the seminar will include the concept of layer, the novel visualization research avenues that will need to be exploited, and the required analytics techniques to extract salient properties and patterns in multilayer data. We will also examine the requirements and challenges in the application domains, as these drive each of the other topics.

The purpose of this seminar is to create an interdisciplinary community of researchers and practitioners of different disciplines to discuss challenges and outline research directions for visual analytics of multilayer networks. The seminar aims to provide:

  • real-world use cases (datasets and tasks) and open problems in a wide range of disciplines to inform and inspire visual analytics researchers and practitioners.
  • cutting-edge interactive visual exploration and analytics tools to inform and outline promising solutions to application domain researchers.
  • discussion leading to novel visual analytics techniques and novel applications of existing ones to push the state-of-the-art forward both in visual analytics and application domains.

License
  Creative Commons BY 3.0 DE
  Nathalie Henry Riche, Mikko Kivelä, Fintan McGee, Guy Melançon, and Tatiana von Landesberger

Classification

  • Data Structures / Algorithms / Complexity
  • Society / Human-computer Interaction

Keywords

  • Multilayer Network Visualization
  • Complex Systems
  • Graph Visualization
  • Visual Analytics
  • Social Network Analysis
  • Biological Networks
  • Geographic Networks

Buchausstellung

Bücher der Teilnehmer 

Buchausstellung im Erdgeschoss der Bibliothek

(nur in der Veranstaltungswoche).

Dokumentation

In der Reihe Dagstuhl Reports werden alle Dagstuhl-Seminare und Dagstuhl-Perspektiven-Workshops dokumentiert. Die Organisatoren stellen zusammen mit dem Collector des Seminars einen Bericht zusammen, der die Beiträge der Autoren zusammenfasst und um eine Zusammenfassung ergänzt.

 

Download Übersichtsflyer (PDF).

Publikationen

Es besteht weiterhin die Möglichkeit, eine umfassende Kollektion begutachteter Arbeiten in der Reihe Dagstuhl Follow-Ups zu publizieren.

Dagstuhl's Impact

Bitte informieren Sie uns, wenn eine Veröffentlichung ausgehend von
Ihrem Seminar entsteht. Derartige Veröffentlichungen werden von uns in der Rubrik Dagstuhl's Impact separat aufgelistet  und im Erdgeschoss der Bibliothek präsentiert.