Uncertainty visualization : Fundamentals and recent developments

Hägele, David; Schulz, Christoph; Beschle, Cedric; Booth, Hannah; Butt, Miriam; Barth, Andrea; Deussen, Oliver; Weiskopf, Daniel

Uncertainty visualization : Fundamentals and recent developments

Files

Haegele_2-19xk5vw4ylvc95.pdf(1.5 MB)

Date

2022

Authors

Hägele, David

Schulz, Christoph

Beschle, Cedric

Booth, Hannah

Butt, Miriam

Barth, Andrea

Deussen, Oliver

Weiskopf, Daniel

Publication type

Journal article

Publication status

Published

Published in

it - Information Technology ; 64 (2022), 4-5. - pp. 121-132. - De Gruyter Oldenbourg. - ISSN 1611-2776. - eISSN 2196-7032

Abstract

This paper provides a brief overview of uncertainty visualization along with some fundamental considerations on uncertainty propagation and modeling. Starting from the visualization pipeline, we discuss how the different stages along this pipeline can be affected by uncertainty and how they can deal with this and propagate uncertainty information to subsequent processing steps. We illustrate recent advances in the field with a number of examples from a wide range of applications: uncertainty visualization of hierarchical data, multivariate time series, stochastic partial differential equations, and data from linguistic annotation.

Subject (DDC)

004 Computer Science

Cite This

ISO 690

HÄGELE, David, Christoph SCHULZ, Cedric BESCHLE, Hannah BOOTH, Miriam BUTT, Andrea BARTH, Oliver DEUSSEN, Daniel WEISKOPF, 2022. Uncertainty visualization : Fundamentals and recent developments. In: it - Information Technology. De Gruyter Oldenbourg. 64(4-5), pp. 121-132. ISSN 1611-2776. eISSN 2196-7032. Available under: doi: 10.1515/itit-2022-0033

BibTex

@article{Hagele2022-08-31Uncer-58489,
  year={2022},
  doi={10.1515/itit-2022-0033},
  title={Uncertainty visualization : Fundamentals and recent developments},
  number={4-5},
  volume={64},
  issn={1611-2776},
  journal={it - Information Technology},
  pages={121--132},
  author={Hägele, David and Schulz, Christoph and Beschle, Cedric and Booth, Hannah and Butt, Miriam and Barth, Andrea and Deussen, Oliver and Weiskopf, Daniel}
}

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Bibliography of Konstanz

Yes

Refereed

Yes