HypoVis: Modeling Hypotheses with Visual Analytics Methods

Aim

HypoVisThe primary goal of Visual Analytics is the close intertwinedness of human reasoning and automated methods. Our goal in HypoVis is the design and development of a Visual Analytics process that uses the inherent structure contained in time-oriented data as a way to improve the integration of human reasoning. This structure can, for example, be seen in the calendar aspect of time being composed of smaller granularities, like years and seasons. Our focus is the generation of models from hypotheses, consisting of bringing the hypotheses into an automated system, and validating it.

More Information:

Project Details

Team
Project Partners
Duration
-
Funding

FWF Austrian Science Fund (P22883)

Contact

Lead

a.o. Univ.-Prof. Silvia Miksch, MSc, PhD
Favoritenstrasse 9 - 11 / 188
+43 (1) 58801 188 24

Research

Tim Lammarsch, MSc, PhD
Floragasse 7/Top 702
+43 (1) 58801–188 212
 

 

 

Status
finished

Publications

Alexander Rind, Paolo Federico, Theresia Gschwandtner, Wolfgang Aigner, Jakob Doppler, Markus Wagner, "Visual Analytics of Electronic Health Records with a Focus on Time", New Perspectives in Medical Records: Meeting the Needs of Patients and Practitioners, pp. 65-77, 2017.
Alexander Rind, Wolfgang Aigner, Markus Wagner, Silvia Miksch, Tim Lammarsch, "Task Cube: A Three-Dimensional Conceptual Space of User Tasks in Visualization Design and Evaluation", Information Visualization, vol. 15, pp. 288-300, 2016. paper
Markus Bögl, Wolfgang Aigner, Peter Filzmoser, Theresia Gschwandtner, Tim Lammarsch, Silvia Miksch, Alexander Rind, "Visually and Statistically Guided Imputation of Missing Values in Univariate Seasonal Time Series", Poster Proceedings of the IEEE Visualization Conference 2015, 2015. paper Preview Video
Silvia Miksch, Wolfgang Aigner, "A Matter of Time: Applying a Data-Users-Tasks Design Triangle to Visual Analytics of Time-Oriented Data", Computers & Graphics, Special Section on Visual Analytics, vol. 38, pp. 286-290, 2014. paper
Tim Lammarsch, Wolfgang Aigner, Alessio Bertone, Silvia Miksch, Alexander Rind, "Mind the Time: Unleashing Temporal Aspects in Pattern Discovery", Computers & Graphics, vol. 38, pp. 38-50, 2014. paper
Tim Lammarsch, Wolfgang Aigner, Silvia Miksch, Alexander Rind, "Showing Important Facts to a Critical Audience by Means Beyond Desktop Computing", Death of the Desktop - Workshop co-located with IEEE VIS 2014, 2014. paper
Wolfgang Aigner, Stephan Hoffmann, Alexander Rind, "EvalBench: A Software Library for Visualization Evaluation", Computer Graphics Forum, vol. 32, pp. 41-50, 2013. paper Talk @EuroVis 2013
Alexander Rind, Taowei Wang, Wolfgang Aigner, Silvia Miksch, Krist Wongsuphasawat, Catherine Plaisant, Ben Shneiderman, "Interactive Information Visualization to Explore and Query Electronic Health Records", Foundations and Trends in Human-Computer Interaction, vol. 5, pp. 207-298, 2013. paper
Tim Lammarsch, Wolfgang Aigner, Alessio Bertone, Markus Bögl, Theresia Gschwandtner, Silvia Miksch, Alexander Rind, "Interactive Visual Transformation for Symbolic Representation of Time-oriented Data", Proceedings of the International Conference on Human Factors in Computing & Informatics (SouthCHI 2013), vol. 7947, pp. 400-419, 2013. paper
Tim Lammarsch, Wolfgang Aigner, Alessio Bertone, Silvia Miksch, Alexander Rind, "Mind the Time: Unleashing the Temporal Aspects in Pattern Discovery", Fourth International Eurovis Workshop on Visual Analytics held in Europe (EuroVA 2013), pp. 31-35, 2013. paper
Alexander Rind, Tim Lammarsch, Wolfgang Aigner, Bilal Alsallakh, Silvia Miksch, "TimeBench: A Data Model and Software Library for Visual Analytics of Time-Oriented Data", IEEE Transactions on Visualization and Computer Graphics, Special Issue "VIS 2013", vol. 19, pp. 2247-2256, 2013. paper Project page Introduction and Basic Features
Markus Bögl, Wolfgang Aigner, Peter Filzmoser, Tim Lammarsch, Silvia Miksch, Alexander Rind, "Visual Analytics for Model Selection in Time Series Analysis", IEEE Transactions on Visualization and Computer Graphics, Special Issue "VIS 2013", vol. 19, pp. 2237 - 2246, 2013. paper Video Introduction with audio narration
Bilal Alsallakh, Peter Bodesinsky, Silvia Miksch, Dorna Nasseri, "Visualizing Arrays in the Eclipse Java IDE", 16th European Conference on Software Maintenance and Reengineering, pp. 541-544, 2012. paper http://youtu.be/7gTv9yUtFBc
Alexander Rind, Barbara Neubauer, Wolfgang Aigner, Silvia Miksch, "Static and Dynamic Visual Mappings to Explore Bivariate Data Across Time", EuroVA 2012 Poster Proceedings, pp. 3, 2012. paper
Andreas Seyfang, Katharina Kaiser, Theresia Gschwandtner, Silvia Miksch, "Visualizing Complex Process Hierarchies During the Modeling Process", First International Workshop on Theory and Applications of Process Visualization (TAProViz'12), 2012. paper
Tim Lammarsch, Wolfgang Aigner, Alessio Bertone, Silvia Miksch, Alexander Rind, "Towards a Concept how the Structure of Time Can Support the Visual Analytics Process", Proceedings of the Second International Workshop on Visual Analytics held in Europe (EuroVA 2011), pp. 9--12, 2011. paper
Margit Pohl, Silvia Wiltner, Alexander Rind, Wolfgang Aigner, Silvia Miksch, Thomas Turic, Felix Drexler, "Patient Development at a Glance: An Evaluation of a Medical Data Visualization", Proceedings of 13th IFIP TC 13 International Conference on Human-Computer Interaction (INTERACT 2011), Part IV, pp. 292–299, 2011. paper
, "International Workshop on Visual Analytics (EuroVA 2011)", , 2011.
, "IEEE Conference on Visual Analytics Science and Technology (VAST 2011)", , 2011. paper
Paolo Federico, Wolfgang Aigner, Silvia Miksch, Florian Windhager, Lukas Zenk, "A Case Study on Visual Analytics of Dynamic Networks", The Third International UKVAC Workshop on Visual Analytics (VAW 2011), 2011. paper
Margit Pohl, Silvia Wiltner, "How to Investigate Interaction with Information Visualisation – an Overview of Methodologies", Proceedings of the INTERACT Workshop on Building Bridges – HCI and Visualization, 2011. paper