KOPS - The Institutional Repository of the University of Konstanz

v-plots : Designing Hybrid Charts for the Comparative Analysis of Data Distributions

Aufgrund von Vorbereitungen auf eine neue Version von KOPS, können kommenden Montag und Dienstag keine Publikationen eingereicht werden. (Due to preparations for a new version of KOPS, no publications can be submitted next Monday and Tuesday.)

v-plots : Designing Hybrid Charts for the Comparative Analysis of Data Distributions

Cite This

Files in this item

Checksum: MD5:9fa3fe10969068462000e2d61cd62c50

BLUMENSCHEIN, Michael, Luka J. DEBBELER, Nadine C. LAGES, Britta RENNER, Daniel A. KEIM, Mennatallah EL-ASSADY, 2020. v-plots : Designing Hybrid Charts for the Comparative Analysis of Data Distributions. In: Computer Graphics Forum. Wiley. 39(3), pp. 565-577. ISSN 0167-7055. eISSN 1467-8659. Available under: doi: 10.1111/cgf.14002

@article{Blumenschein2020vplot-49225, title={v-plots : Designing Hybrid Charts for the Comparative Analysis of Data Distributions}, year={2020}, doi={10.1111/cgf.14002}, number={3}, volume={39}, issn={0167-7055}, journal={Computer Graphics Forum}, pages={565--577}, author={Blumenschein, Michael and Debbeler, Luka J. and Lages, Nadine C. and Renner, Britta and Keim, Daniel A. and El-Assady, Mennatallah} }

<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/rdf/resource/123456789/49225"> <dc:contributor>El-Assady, Mennatallah</dc:contributor> <dc:language>eng</dc:language> <dspace:isPartOfCollection rdf:resource="https://kops.uni-konstanz.de/rdf/resource/123456789/43"/> <foaf:homepage rdf:resource="http://localhost:8080/jspui"/> <dc:date rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2020-04-17T09:04:07Z</dc:date> <dc:contributor>Renner, Britta</dc:contributor> <dc:creator>Blumenschein, Michael</dc:creator> <dc:contributor>Keim, Daniel A.</dc:contributor> <dc:creator>Keim, Daniel A.</dc:creator> <dc:creator>El-Assady, Mennatallah</dc:creator> <void:sparqlEndpoint rdf:resource="http://localhost/fuseki/dspace/sparql"/> <dcterms:rights rdf:resource="https://rightsstatements.org/page/InC/1.0/"/> <dc:contributor>Lages, Nadine C.</dc:contributor> <dspace:isPartOfCollection rdf:resource="https://kops.uni-konstanz.de/rdf/resource/123456789/36"/> <dcterms:isPartOf rdf:resource="https://kops.uni-konstanz.de/rdf/resource/123456789/36"/> <bibo:uri rdf:resource="https://kops.uni-konstanz.de/handle/123456789/49225"/> <dcterms:abstract xml:lang="eng">Comparing data distributions is a core focus in descriptive statistics, and part of most data analysis processes across disci-plines. In particular, comparing distributions entails numerous tasks, ranging from identifying global distribution properties,comparing aggregated statistics (e.g., mean values), to the local inspection of single cases. While various specialized visualiza-tions have been proposed (e.g., box plots, histograms, or violin plots), they are not usually designed to support more than a fewtasks, unless they are combined. In this paper, we present the v-plot designer; a technique for authoring custom hybrid charts,combining mirrored bar charts, difference encodings, and violin-style plots. v-plots are customizable and enable the simulta-neous comparison of data distributions on global, local, and aggregation levels. Our system design is grounded in an expertsurvey that compares and evaluates 20 common visualization techniques to derive guidelines for the task-driven selection ofappropriate visualizations. This knowledge externalization step allowed us to develop a guiding wizard that can tailor v-plotsto individual tasks and particular distribution properties. Finally, we confirm the usefulness of our system design and the user-guiding process by measuring the fitness for purpose and applicability in a second study with four domain and statistic expert</dcterms:abstract> <dcterms:hasPart rdf:resource="https://kops.uni-konstanz.de/bitstream/123456789/49225/1/Blumenschein_2-12nth4hnrom719.pdf"/> <dcterms:title>v-plots : Designing Hybrid Charts for the Comparative Analysis of Data Distributions</dcterms:title> <dc:creator>Debbeler, Luka J.</dc:creator> <dc:contributor>Blumenschein, Michael</dc:contributor> <dcterms:issued>2020</dcterms:issued> <dspace:hasBitstream rdf:resource="https://kops.uni-konstanz.de/bitstream/123456789/49225/1/Blumenschein_2-12nth4hnrom719.pdf"/> <dc:rights>terms-of-use</dc:rights> <dcterms:available rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2020-04-17T09:04:07Z</dcterms:available> <dc:creator>Renner, Britta</dc:creator> <dcterms:isPartOf rdf:resource="https://kops.uni-konstanz.de/rdf/resource/123456789/43"/> <dc:creator>Lages, Nadine C.</dc:creator> <dc:contributor>Debbeler, Luka J.</dc:contributor> </rdf:Description> </rdf:RDF>

Downloads since Apr 17, 2020 (Information about access statistics)

Blumenschein_2-12nth4hnrom719.pdf 293

This item appears in the following Collection(s)

Search KOPS


Browse

My Account