Back

Dr. Wolfgang Aigner

  • Head of Research Institute
    Institute of Creative\Media/Technologies
  • Lecturer
  • Department of Media and Digital Technologies
Location: Matthias Corvinus-Straße 15
M: +43 (676) 847 228 611

Study programmes

  • Digital Media Technologies (MA)
  • Smart Engineering (BA)
  • Media Technology (BA)
  • Interactive Technologies (MA)
  • Digital Design (MA)
  • Digital Media Production (MA)

Departments

  • Media and Digital Technologies

Research topics: Information Visualization (InfoVis) • Visual Analytics • Human-Computer Interaction (HCI) • User-Centered Design

Wolfgang is an expert in Information Visualization (InfoVis) and Visual Analytics (VA), particularly in the context of time-oriented data. He performs research on concepts, methods, and software prototypes that support humans in dealing with large and complex information structures, to make them more comprehensible, facilitate exploration, and enable knowledge discovery. Wolfgang has authored and co-authored more than 125 peer-reviewed articles and is an author of the book “Visualization of Time-Oriented Data” (Springer, 2011) that is devoted to a systematic view of this topic.
Full list of publications

Selected Projects

VALiD - Visual Analytics in Data-Driven Journalism

Visual Analytics in Data-Driven Journalism: As data journalists face increasingly complex and heterogeneous data, the research project works on suitable Visual Analytics methods and their integration ...

VisOnFire. Understanding and visualizing workflows

Visual Analysis of Large and Heterogeneous Scientific Workflows for Analytical Provenance. - A new visual forensic tool realizes the visualisation of data analysis workflows and helps to increase the ...

MEETeuX

Multi-Device Ecologies Towards Elaborate User Experience discusses issues of relevance regarding interaction design and user experience design and aims at an integrated use of media technology devices...

Projects

Online Resources

Software: Prototypes & Libraries

  • Netflower - Interactive web application for visual exploration of flows in dynamic networks
  • TaCo - Interactive web application for visualizing changes in tables over time
  • PubViz - JavaScript library for interactive visualization of publication data
  • EvalBench - Software library for visualization evaluation
  • TimeBench - Data model and software library for visual analytics of time-oriented data

Selected publications

Tominski, C., Aigner, W., Miksch, S., & Schumann, H. (2017). Images of Time: Visual Representation of Time-Oriented Data. In A. Black, P. Luna, O. Lund, & S. Walker (Eds.), Information Design: Research and Practice (pp. 23–42). Gower/Routledge.
Rind, A., Aigner, W., Wagner, M., Miksch, S., & Lammarsch, T. (2016). Task Cube: A Three-Dimensional Conceptual Space of User Tasks in Visualization Design and Evaluation. Information Visualization, 15(4), 288–300. https://doi.org/10.1177/1473871615621602
Stitz, H., Gratzl, S., Aigner, W., & Streit, M. (2015). ThermalPlot: Visualizing Multi-Attribute Time-Series Data Using a Thermal Metaphor. IEEE Transactions on Visualization and Computer Graphics, 22, 2594–2607. https://doi.org/10.1109/TVCG.2015.2513389
Aigner, W., Miksch, S., Schumann, H., & Tominski, C. (2015). Visualization Techniques for Time-Oriented Data. In M. O. Ward, G. Grinstein, & D. Keim (Eds.), Interactive Data Visualization: Foundations, Techniques, and Applications (2nd ed., pp. 253–284). Boca Raton, Florida, USA: A K Peters/CRC Press.
Miksch, S., & Aigner, W. (2014). A Matter of Time: Applying a Data-Users-Tasks Design Triangle to Visual Analytics of Time-Oriented Data. Computers & Graphics, 38, 286–290. https://doi.org/10.1016/j.cag.2013.11.002
Rind, A., Lammarsch, T., Aigner, W., Alsallakh, B., & Miksch, S. (2013). TimeBench: A Data Model and Software Library for Visual Analytics of Time-Oriented Data. IEEE Transactions on Visualization and Computer Graphics, 19(12), 2247–2256. https://doi.org/10.1109/TVCG.2013.206
Rind, A., Wang, T. D., Aigner, W., Miksch, S., Wongsuphasawat, K., Plaisant, C., & Shneiderman, B. (2013). Interactive Information Visualization to Explore and Query Electronic Health Records. Foundations and Trends in Human–Computer Interaction, 5(3), 207–298. https://doi.org/10.1561/1100000039
Aigner, W., Hoffmann, S., & Rind, A. (2013). EvalBench: A Software Library for Visualization Evaluation. Computer Graphics Forum, 32(3), 41–50. https://doi.org/10.1111/cgf.12091
Alsallakh, B., Aigner, W., Miksch, S., & Gröller, E. (2012). Reinventing the Contingency Wheel: Scalable Visual Analytics of Large Categorical Data. IEEE Transactions on Visualization and Computer Graphics (Proceedings of IEEE VAST 2012), 18(12), 2849–2858. https://doi.org/10.1109/TVCG.2012.254
Aigner, W., Miksch, S., Schumann, H., & Tominski, C. (2011). Visualization of Time-Oriented Data. London, UK: Springer Verlag. https://doi.org/10.1007/978-0-85729-079-3

Videos

Demo Video of visualization research shown at European Researchers' Night 2015 in Vienna.
Video summarizing the creative media summer school workshop "Telling Stories with Data", that took place June 25-29, 2018 @ St. Poelten University of Applied Sciences, Austria.
Music credits:
Our Big Adventure (Scott Holmes) under CC BY-NC-ND 3.0 http://freemusicarchive.org/music/Scott_Holmes/Happy_Music/2018061861655623
Injecting Life into Visualizations for Biomedical Research
Marc Streit (Johannes Kepler University), Wolfgang Aigner (St. Pölten University of Applied Sciences), Dominic Girardi (RISC Software GmbH)
DBMI Open Insights Seminar at Harvard University
10 Jahre Wissensbilanz & unidata

Selected supervised theses