Uncertainty visualization : Fundamentals and recent developments
Uncertainty visualization : Fundamentals and recent developments
Date
2022
Authors
Hägele, David
Schulz, Christoph
Beschle, Cedric
Barth, Andrea
Weiskopf, Daniel
Editors
Journal ISSN
Electronic ISSN
ISBN
Bibliographical data
Publisher
Series
URI (citable link)
DOI (citable link)
International patent number
Link to the license
EU project number
Project
Open Access publication
Title in another language
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.
Summary in another language
Subject (DDC)
004 Computer Science
Keywords
Conference
Review
undefined / . - undefined, undefined. - (undefined; undefined)
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-2022-0033BibTex
@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} }
RDF
<rdf:RDF xmlns:dcterms="http://purl.org/dc/terms/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#" xmlns:bibo="http://purl.org/ontology/bibo/" xmlns:dspace="http://digital-repositories.org/ontologies/dspace/0.1.0#" xmlns:foaf="http://xmlns.com/foaf/0.1/" xmlns:void="http://rdfs.org/ns/void#" xmlns:xsd="http://www.w3.org/2001/XMLSchema#" > <rdf:Description rdf:about="https://kops.uni-konstanz.de/server/rdf/resource/123456789/58489"> <dcterms:isPartOf rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/45"/> <dc:creator>Butt, Miriam</dc:creator> <dc:creator>Beschle, Cedric</dc:creator> <dc:contributor>Butt, Miriam</dc:contributor> <dcterms:available rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2022-09-05T09:07:44Z</dcterms:available> <dc:creator>Booth, Hannah</dc:creator> <dc:contributor>Booth, Hannah</dc:contributor> <void:sparqlEndpoint rdf:resource="http://localhost/fuseki/dspace/sparql"/> <dc:creator>Schulz, Christoph</dc:creator> <dc:contributor>Beschle, Cedric</dc:contributor> <dc:creator>Deussen, Oliver</dc:creator> <dc:language>eng</dc:language> <dcterms:isPartOf rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/36"/> <dspace:isPartOfCollection rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/36"/> <dspace:isPartOfCollection rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/45"/> <dc:contributor>Schulz, Christoph</dc:contributor> <dcterms:title>Uncertainty visualization : Fundamentals and recent developments</dcterms:title> <dc:contributor>Deussen, Oliver</dc:contributor> <foaf:homepage rdf:resource="http://localhost:8080/"/> <dc:creator>Hägele, David</dc:creator> <bibo:uri rdf:resource="https://kops.uni-konstanz.de/handle/123456789/58489"/> <dc:rights>terms-of-use</dc:rights> <dcterms:rights rdf:resource="https://rightsstatements.org/page/InC/1.0/"/> <dc:contributor>Hägele, David</dc:contributor> <dcterms:issued>2022-08-31</dcterms:issued> <dc:contributor>Barth, Andrea</dc:contributor> <dcterms:abstract xml:lang="eng">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.</dcterms:abstract> <dc:contributor>Weiskopf, Daniel</dc:contributor> <dspace:hasBitstream rdf:resource="https://kops.uni-konstanz.de/bitstream/123456789/58489/1/Haegele_2-19xk5vw4ylvc95.pdf"/> <dc:creator>Weiskopf, Daniel</dc:creator> <dc:creator>Barth, Andrea</dc:creator> <dcterms:hasPart rdf:resource="https://kops.uni-konstanz.de/bitstream/123456789/58489/1/Haegele_2-19xk5vw4ylvc95.pdf"/> <dc:date rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2022-09-05T09:07:44Z</dc:date> </rdf:Description> </rdf:RDF>
Internal note
xmlui.Submission.submit.DescribeStep.inputForms.label.kops_note_fromSubmitter
Examination date of dissertation
Method of financing
Comment on publication
Alliance license
Corresponding Authors der Uni Konstanz vorhanden
International Co-Authors
Bibliography of Konstanz
Yes
Refereed
Yes