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ArtVis: Dynamic Network Perspectives on Digital Art History

ArtVis: Dynamic Network Perspectives on Digital Art History

Silvia Miksch (ORCID: 0000-0003-4427-5703)
  • Grant DOI 10.55776/P35767
  • Funding program Principal Investigator Projects
  • Status ongoing
  • Start August 1, 2022
  • End September 30, 2027
  • Funding amount € 410,779

Disciplines

Computer Sciences (80%); Arts (20%)

Keywords

    Visual Analytics, Dynamic Network, Time, Space, Digital Art History, Exhibitions

Abstract

In order to better understand the history of art a major challenge of Digital Art History (DAH) is to understand how the components of the art system (persons, objects, places, institutions, and events) interacted with each other and how these interactions vary over time. The aim of our project is to model such complex relations through the use of Network Visualization (NetVis). Networks have a wide range of application in many domains, including social sciences, software engineering, and economics. NetVis has proven to be a successful tool to model data and phenomena for tasks in these domains, yet most modern solutions do not account for the complex aspects of the data and their dynamic. Real-world data is rarely static and for most application domains and problems it is essential to model and visualize the evolution and change of attributes and characteristics in the network, its actors, their relationships, and movement over time.

Research institution(s)
  • Universität Wien - 30%
  • Technische Universität Wien - 70%
Project participants
  • Raphael Rosenberg, Universität Wien , associated research partner
International project participants
  • Stefan Jänicke, University of Southern Denmark at Odense - Denmark
  • Fabian Beck, Otto-Friedrich Universität Bamberg - Germany

Research Output

  • 82 Citations
  • 13 Publications
Publications
  • 2025
    Title NODKANT: Exploring Constructive Network Physicalization
    DOI 10.1111/cgf.70140
    Type Journal Article
    Author Pahr D
    Journal Computer Graphics Forum
    Link Publication
  • 2025
    Title Wiggle! Wiggle! Wiggle! Visualizing uncertainty in node attributes in straight-line node-link diagrams using animated wiggliness
    DOI 10.1016/j.cag.2025.104290
    Type Journal Article
    Author Ehlers H
    Journal Computers & Graphics
    Pages 104290
    Link Publication
  • 2023
    Title Are We There Yet? A Roadmap of Network Visualization from Surveys to Task Taxonomies
    DOI 10.1111/cgf.14794
    Type Journal Article
    Author Filipov V
    Journal Computer Graphics Forum
    Link Publication
  • 2023
    Title TimeLighting: Guidance-Enhanced Exploration of 2D Projections of Temporal Graphs
    DOI 10.1007/978-3-031-49272-3_16
    Type Book Chapter
    Author Filipov V
    Publisher Springer Nature
    Pages 231-245
    Link Publication
  • 2023
    Title TimeLighting: Guided Exploration of 2D Temporal Network Projections
    DOI 10.48550/arxiv.2308.12628
    Type Preprint
    Author Filipov V
  • 2023
    Title $n$ Walks in the Fictional Woods
    DOI 10.48550/arxiv.2308.06266
    Type Preprint
    Author Schetinger V
  • 2023
    Title Doom or Deliciousness: Challenges and Opportunities for Visualization in the Age of Generative Models
    DOI 10.1111/cgf.14841
    Type Journal Article
    Author Schetinger V
    Journal Computer Graphics Forum
    Pages 423-435
    Link Publication
  • 2023
    Title On Time and Space: An Experimental Study on Graph Structural and Temporal Encodings
    DOI 10.1007/978-3-031-22203-0_20
    Type Book Chapter
    Author Filipov V
    Publisher Springer Nature
    Pages 271-288
  • 2023
    Title Visual Analytics for Understanding Draco's Knowledge Base
    DOI 10.1109/tvcg.2023.3326912
    Type Journal Article
    Author Schmidt J
    Journal IEEE Transactions on Visualization and Computer Graphics
    Pages 392-402
  • 2024
    Title On Network Structural and Temporal Encodings: A Space and Time Odyssey
    DOI 10.1109/tvcg.2023.3310019
    Type Journal Article
    Author Filipov V
    Journal IEEE Transactions on Visualization and Computer Graphics
    Pages 5847-5860
    Link Publication
  • 2024
    Title TimeLighting: Guided Exploration of 2D Temporal Network Projections
    DOI 10.1109/tvcg.2024.3514858
    Type Journal Article
    Author Filipov V
    Journal IEEE Transactions on Visualization and Computer Graphics
    Pages 1932-1944
    Link Publication
  • 2022
    Title I Learn to Diffuse, or Data Alchemy 101: a Mnemonic Manifesto
    DOI 10.48550/arxiv.2208.03998
    Type Preprint
    Author Schetinger V
  • 2022
    Title On Time and Space: An Experimental Study on Graph Structural and Temporal Encodings
    DOI 10.48550/arxiv.2208.13716
    Type Preprint
    Author Filipov V

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