Variable binned scatter plots

Zitieren

Dateien zu dieser Ressource

Prüfsumme: MD5:dc1c5536d0184e49d54ceee289ad0269

HAO, Ming C., Umeshwar DAYAL, Ratnesh K. SHARMA, Daniel KEIM, Halldór JANETZKO, 2010. Variable binned scatter plots. In: Information Visualization. 9(3), pp. 194-203. ISSN 1473-8716. eISSN 1473-8724. Available under: doi: 10.1057/ivs.2010.4

@article{Hao2010Varia-15605, title={Variable binned scatter plots}, year={2010}, doi={10.1057/ivs.2010.4}, number={3}, volume={9}, issn={1473-8716}, journal={Information Visualization}, pages={194--203}, author={Hao, Ming C. and Dayal, Umeshwar and Sharma, Ratnesh K. and Keim, Daniel and Janetzko, Halldór} }

<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/123456789/15605"> <dcterms:abstract xml:lang="eng">The scatter plot is a well-known method of visualizing pairs of two continuous variables. Scatter plots are intuitive and easy-to-use, but often have a high degree of overlap which may occlude a significant portion of the data. To analyze a dense non-uniform data set, a recursive drill-down is required for detailed analysis. In this article, we propose variable binned scatter plots to allow the visualization of large amounts of data without overlapping. The basic idea is to use a non-uniform (variable) binning of the x and y dimensions and to plot all data points that are located within each bin into the corresponding squares. In the visualization, each data point is then represented by a small cell (pixel). Users are able to interact with individual data points for record level information. To analyze an interesting area of the scatter plot, the variable binned scatter plots with a refined scale for the subarea can be generated recursively as needed. Furthermore, we map a third attribute to color to obtain a visual clustering. We have applied variable binned scatter plots to solve real-world problems in the areas of credit card fraud and data center energy consumption to visualize their data distributions and cause-effect relationships among multiple attributes. A comparison of our methods with two recent scatter plot variants is included.</dcterms:abstract> <dspace:isPartOfCollection rdf:resource="https://kops.uni-konstanz.de/rdf/resource/123456789/36"/> <dc:contributor>Janetzko, Halldór</dc:contributor> <dc:creator>Hao, Ming C.</dc:creator> <dc:contributor>Dayal, Umeshwar</dc:contributor> <dcterms:isPartOf rdf:resource="https://kops.uni-konstanz.de/rdf/resource/123456789/36"/> <dc:creator>Dayal, Umeshwar</dc:creator> <dc:language>eng</dc:language> <foaf:homepage rdf:resource="http://localhost:8080/jspui"/> <bibo:uri rdf:resource="http://kops.uni-konstanz.de/handle/123456789/15605"/> <dcterms:bibliographicCitation>Information Visualization ; 9 (2010), 3. - S. 194-203</dcterms:bibliographicCitation> <dc:contributor>Hao, Ming C.</dc:contributor> <dc:contributor>Sharma, Ratnesh K.</dc:contributor> <void:sparqlEndpoint rdf:resource="http://localhost/fuseki/dspace/sparql"/> <dc:creator>Keim, Daniel</dc:creator> <dc:creator>Sharma, Ratnesh K.</dc:creator> <dcterms:hasPart rdf:resource="https://kops.uni-konstanz.de/bitstream/123456789/15605/2/Hao_156053.pdf"/> <dcterms:title>Variable binned scatter plots</dcterms:title> <dcterms:rights rdf:resource="http://nbn-resolving.org/urn:nbn:de:bsz:352-20140905103605204-4002607-1"/> <dcterms:issued>2010</dcterms:issued> <dc:contributor>Keim, Daniel</dc:contributor> <dspace:hasBitstream rdf:resource="https://kops.uni-konstanz.de/bitstream/123456789/15605/2/Hao_156053.pdf"/> <dc:rights>deposit-license</dc:rights> <dcterms:available rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2011-12-15T11:10:34Z</dcterms:available> <dc:creator>Janetzko, Halldór</dc:creator> <dc:date rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2011-12-15T11:10:34Z</dc:date> </rdf:Description> </rdf:RDF>

Dateiabrufe seit 01.10.2014 (Informationen über die Zugriffsstatistik)

Hao_156053.pdf 343

Das Dokument erscheint in:

KOPS Suche


Stöbern

Mein Benutzerkonto