Interactive analysis of object group changes over time

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BREMM, Sebastian, Gennady ANDRIENKO, Natalia ANDRIENKO, Tobias SCHRECK, Tatiana von LANDESBERGER, 2011. Interactive analysis of object group changes over time. EuroVA 2011. Bergen, Norway, May 31, 2011. In: EuroVA 2011 : international workshop on visual analytics. Available under: doi: 10.2312/PE/EuroVAST/EuroVA11/041-044

@inproceedings{Bremm2011Inter-15227, title={Interactive analysis of object group changes over time}, year={2011}, doi={10.2312/PE/EuroVAST/EuroVA11/041-044}, booktitle={EuroVA 2011 : international workshop on visual analytics}, author={Bremm, Sebastian and Andrienko, Gennady and Andrienko, Natalia and Schreck, Tobias and Landesberger, Tatiana von} }

<rdf:RDF xmlns:dcterms="" xmlns:dc="" xmlns:rdf="" xmlns:bibo="" xmlns:dspace="" xmlns:foaf="" xmlns:void="" xmlns:xsd="" > <rdf:Description rdf:about=""> <dc:contributor>Andrienko, Natalia</dc:contributor> <dcterms:issued>2011</dcterms:issued> <dcterms:isPartOf rdf:resource=""/> <dc:language>eng</dc:language> <void:sparqlEndpoint rdf:resource="http://localhost/fuseki/dspace/sparql"/> <dcterms:rights rdf:resource=""/> <foaf:homepage rdf:resource="http://localhost:8080/jspui"/> <dc:creator>Andrienko, Natalia</dc:creator> <dcterms:hasPart rdf:resource=""/> <dspace:isPartOfCollection rdf:resource=""/> <bibo:uri rdf:resource=""/> <dc:creator>Landesberger, Tatiana von</dc:creator> <dc:creator>Andrienko, Gennady</dc:creator> <dc:contributor>Schreck, Tobias</dc:contributor> <dc:creator>Schreck, Tobias</dc:creator> <dcterms:abstract xml:lang="eng">The analysis of time-dependent data is an important task in various application domains. Often, the analyzed data objects belong to groups. The group memberships may stem from natural arrangements (e.g., animal herds), or may be constructed during analysis (e.g., by clustering). Group membership may change over time. Therefore, one important analytical aspect is to examine these changes (e.g., which herds change members and when). In this paper, we present a technique for visual analysis of group changes over time. We combine their visualization and automatic analysis. Interactive functions allow for tracking the data changes over time on group, set and individual level. We also consider added and removed objects (e.g., newly born or died animals). For large time series, automatic data analysis selects interesting time points and group changes for detailed examination. We apply our approach on the VAST 2008 challenge data set revealing new insights.</dcterms:abstract> <dc:creator>Bremm, Sebastian</dc:creator> <dcterms:title>Interactive analysis of object group changes over time</dcterms:title> <dc:contributor>Andrienko, Gennady</dc:contributor> <dcterms:bibliographicCitation>First publ. at: EuroVA 2011 : international workshop on visual analytics : Bergen, Norway, May 31, 2011</dcterms:bibliographicCitation> <dcterms:available rdf:datatype="">2011-11-04T13:00:26Z</dcterms:available> <dc:contributor>Landesberger, Tatiana von</dc:contributor> <dspace:hasBitstream rdf:resource=""/> <dc:date rdf:datatype="">2011-11-04T13:00:26Z</dc:date> <dc:contributor>Bremm, Sebastian</dc:contributor> <dc:rights>terms-of-use</dc:rights> </rdf:Description> </rdf:RDF>

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