Viewing Visual Analytics as Model Building

Andrienko, Natalia; Lammarsch, Tim; Andrienko, Gennady; Fuchs, Georg; Keim, Daniel A.; Miksch, Silvia; Rind, Andrea

Viewing Visual Analytics as Model Building

Dateien

Andrienko_2-f1vlwvbcf2fe3.pdfGröße: 515.68 KBDownloads: 211

Datum

2018

Autor:innen

Andrienko, Natalia

Lammarsch, Tim

Andrienko, Gennady

Fuchs, Georg

Keim, Daniel A.

Miksch, Silvia

Rind, Andrea

Open Access-Veröffentlichung

Open Access Green

Sammlungen

Informatik und Informationswissenschaft

Publikationstyp

Zeitschriftenartikel

Publikationsstatus

Published

Erschienen in

Computer Graphics Forum. 2018, 37(6), pp. 275-299. ISSN 0167-7055. eISSN 1467-8659. Available under: doi: 10.1111/cgf.13324

Zusammenfassung

To complement the currently existing definitions and conceptual frameworks of visual analytics, which focus mainly on activities performed by analysts and types of techniques they use, we attempt to define the expected results of these activities. We argue that the main goal of doing visual analytics is to build a mental and/or formal model of a certain piece of reality reflected in data. The purpose of the model may be to understand, to forecast or to control this piece of reality. Based on this model-building perspective, we propose a detailed conceptual framework in which the visual analytics process is considered as a goal-oriented workflow producing a model as a result. We demonstrate how this framework can be used for performing an analytical survey of the visual analytics research field and identifying the directions and areas where further research is needed.

Fachgebiet (DDC)

004 Informatik

Schlagwörter

visual analytics; visualization

Zitieren

ISO 690

ANDRIENKO, Natalia, Tim LAMMARSCH, Gennady ANDRIENKO, Georg FUCHS, Daniel A. KEIM, Silvia MIKSCH, Andrea RIND, 2018. Viewing Visual Analytics as Model Building. In: Computer Graphics Forum. 2018, 37(6), pp. 275-299. ISSN 0167-7055. eISSN 1467-8659. Available under: doi: 10.1111/cgf.13324

BibTex

@article{Andrienko2018-09Viewi-41242,
  year={2018},
  doi={10.1111/cgf.13324},
  title={Viewing Visual Analytics as Model Building},
  number={6},
  volume={37},
  issn={0167-7055},
  journal={Computer Graphics Forum},
  pages={275--299},
  author={Andrienko, Natalia and Lammarsch, Tim and Andrienko, Gennady and Fuchs, Georg and Keim, Daniel A. and Miksch, Silvia and Rind, Andrea}
}

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/123456789/41242">
    <dc:creator>Andrienko, Gennady</dc:creator>
    <dc:contributor>Rind, Andrea</dc:contributor>
    <dc:contributor>Fuchs, Georg</dc:contributor>
    <dcterms:available rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2018-02-06T10:32:59Z</dcterms:available>
    <dc:date rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2018-02-06T10:32:59Z</dc:date>
    <dc:rights>terms-of-use</dc:rights>
    <dc:language>eng</dc:language>
    <dc:contributor>Andrienko, Gennady</dc:contributor>
    <dc:creator>Fuchs, Georg</dc:creator>
    <dc:creator>Andrienko, Natalia</dc:creator>
    <dc:contributor>Miksch, Silvia</dc:contributor>
    <dcterms:issued>2018-09</dcterms:issued>
    <dcterms:rights rdf:resource="https://rightsstatements.org/page/InC/1.0/"/>
    <dc:creator>Rind, Andrea</dc:creator>
    <dc:creator>Miksch, Silvia</dc:creator>
    <void:sparqlEndpoint rdf:resource="http://localhost/fuseki/dspace/sparql"/>
    <dcterms:hasPart rdf:resource="https://kops.uni-konstanz.de/bitstream/123456789/41242/1/Andrienko_2-f1vlwvbcf2fe3.pdf"/>
    <dcterms:isPartOf rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/36"/>
    <dcterms:title>Viewing Visual Analytics as Model Building</dcterms:title>
    <foaf:homepage rdf:resource="http://localhost:8080/"/>
    <dcterms:abstract xml:lang="eng">To complement the currently existing definitions and conceptual frameworks of visual analytics, which focus mainly on activities performed by analysts and types of techniques they use, we attempt to define the expected results of these activities. We argue that the main goal of doing visual analytics is to build a mental and/or formal model of a certain piece of reality reflected in data. The purpose of the model may be to understand, to forecast or to control this piece of reality. Based on this model-building perspective, we propose a detailed conceptual framework in which the visual analytics process is considered as a goal-oriented workflow producing a model as a result. We demonstrate how this framework can be used for performing an analytical survey of the visual analytics research field and identifying the directions and areas where further research is needed.</dcterms:abstract>
    <dc:contributor>Lammarsch, Tim</dc:contributor>
    <dc:contributor>Keim, Daniel A.</dc:contributor>
    <bibo:uri rdf:resource="https://kops.uni-konstanz.de/handle/123456789/41242"/>
    <dc:creator>Keim, Daniel A.</dc:creator>
    <dc:creator>Lammarsch, Tim</dc:creator>
    <dspace:hasBitstream rdf:resource="https://kops.uni-konstanz.de/bitstream/123456789/41242/1/Andrienko_2-f1vlwvbcf2fe3.pdf"/>
    <dspace:isPartOfCollection rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/36"/>
    <dc:contributor>Andrienko, Natalia</dc:contributor>
  </rdf:Description>
</rdf:RDF>

Universitätsbibliographie

Ja

Begutachtet

Ja