Visualization of Biological Knowledge Based on Multimodal Biological Data

dc.contributor.authorRohn, Hendrik
dc.contributor.authorSchreiber, Falk
dc.date.accessioned2017-04-19T08:34:58Z
dc.date.available2017-04-19T08:34:58Z
dc.date.issued2013-12-27eng
dc.description.abstractThis chapter deals with how to discover biological knowledge from multimodal biological data using visualization. First, it describes multimodal biological data and how to structure a data model. Next, it provides an overview of other approaches for knowledge discovery from multimodal biological data. The chapter explains how the data are integrated, mapped, and visualized based on a visualization pipeline concept. It presents a number of implemented integration views which enable the extraction of knowledge from multimodal biological data. Although there are a large number of advanced approaches able to handle and visualize single measurement types, for most combinations of data types there are only few, if any at all, available that accomplish this task. Based on the reference model of a visualization pipeline the chapter explains how the multimodal biological data can be transformed into views from multiple directions onto combined data of different data domains.eng
dc.description.versionpublishedeng
dc.identifier.doi10.1002/9781118617151.ch48eng
dc.identifier.urihttps://kops.uni-konstanz.de/handle/123456789/38521
dc.language.isoengeng
dc.subjectbiological knowledge; multimodal biological data; visualization functioneng
dc.subject.ddc004eng
dc.titleVisualization of Biological Knowledge Based on Multimodal Biological Dataeng
dc.typeINCOLLECTIONeng
dspace.entity.typePublication
kops.citation.bibtex
@incollection{Rohn2013-12-27Visua-38521,
  year={2013},
  doi={10.1002/9781118617151.ch48},
  title={Visualization of Biological Knowledge Based on Multimodal Biological Data},
  number={23},
  isbn={978-1-118-13273-9},
  publisher={Wiley},
  address={Hoboken, NJ},
  series={Wiley series on bioinformatics},
  booktitle={Biological Knowledge Discovery Handbook},
  pages={1109--1126},
  editor={Elloumi, Mourad and Zomaya, Albert Y.},
  author={Rohn, Hendrik and Schreiber, Falk}
}
kops.citation.iso690ROHN, Hendrik, Falk SCHREIBER, 2013. Visualization of Biological Knowledge Based on Multimodal Biological Data. In: ELLOUMI, Mourad, ed., Albert Y. ZOMAYA, ed.. Biological Knowledge Discovery Handbook. Hoboken, NJ: Wiley, 2013, pp. 1109-1126. Wiley series on bioinformatics. 23. ISBN 978-1-118-13273-9. Available under: doi: 10.1002/9781118617151.ch48deu
kops.citation.iso690ROHN, Hendrik, Falk SCHREIBER, 2013. Visualization of Biological Knowledge Based on Multimodal Biological Data. In: ELLOUMI, Mourad, ed., Albert Y. ZOMAYA, ed.. Biological Knowledge Discovery Handbook. Hoboken, NJ: Wiley, 2013, pp. 1109-1126. Wiley series on bioinformatics. 23. ISBN 978-1-118-13273-9. Available under: doi: 10.1002/9781118617151.ch48eng
kops.citation.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/123456789/38521">
    <dcterms:title>Visualization of Biological Knowledge Based on Multimodal Biological Data</dcterms:title>
    <dc:language>eng</dc:language>
    <dcterms:abstract xml:lang="eng">This chapter deals with how to discover biological knowledge from multimodal biological data using visualization. First, it describes multimodal biological data and how to structure a data model. Next, it provides an overview of other approaches for knowledge discovery from multimodal biological data. The chapter explains how the data are integrated, mapped, and visualized based on a visualization pipeline concept. It presents a number of implemented integration views which enable the extraction of knowledge from multimodal biological data. Although there are a large number of advanced approaches able to handle and visualize single measurement types, for most combinations of data types there are only few, if any at all, available that accomplish this task. Based on the reference model of a visualization pipeline the chapter explains how the multimodal biological data can be transformed into views from multiple directions onto combined data of different data domains.</dcterms:abstract>
    <void:sparqlEndpoint rdf:resource="http://localhost/fuseki/dspace/sparql"/>
    <dcterms:available rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2017-04-19T08:34:58Z</dcterms:available>
    <dc:contributor>Schreiber, Falk</dc:contributor>
    <foaf:homepage rdf:resource="http://localhost:8080/"/>
    <dspace:isPartOfCollection rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/36"/>
    <dc:contributor>Rohn, Hendrik</dc:contributor>
    <bibo:uri rdf:resource="https://kops.uni-konstanz.de/handle/123456789/38521"/>
    <dc:creator>Schreiber, Falk</dc:creator>
    <dc:date rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2017-04-19T08:34:58Z</dc:date>
    <dcterms:isPartOf rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/36"/>
    <dcterms:issued>2013-12-27</dcterms:issued>
    <dc:creator>Rohn, Hendrik</dc:creator>
  </rdf:Description>
</rdf:RDF>
kops.flag.knbibliographyfalse
kops.sourcefieldELLOUMI, Mourad, ed., Albert Y. ZOMAYA, ed.. <i>Biological Knowledge Discovery Handbook</i>. Hoboken, NJ: Wiley, 2013, pp. 1109-1126. Wiley series on bioinformatics. 23. ISBN 978-1-118-13273-9. Available under: doi: 10.1002/9781118617151.ch48deu
kops.sourcefield.plainELLOUMI, Mourad, ed., Albert Y. ZOMAYA, ed.. Biological Knowledge Discovery Handbook. Hoboken, NJ: Wiley, 2013, pp. 1109-1126. Wiley series on bioinformatics. 23. ISBN 978-1-118-13273-9. Available under: doi: 10.1002/9781118617151.ch48deu
kops.sourcefield.plainELLOUMI, Mourad, ed., Albert Y. ZOMAYA, ed.. Biological Knowledge Discovery Handbook. Hoboken, NJ: Wiley, 2013, pp. 1109-1126. Wiley series on bioinformatics. 23. ISBN 978-1-118-13273-9. Available under: doi: 10.1002/9781118617151.ch48eng
relation.isAuthorOfPublication4a62a6c5-bf37-4efa-a633-4229ff88ed2e
relation.isAuthorOfPublication.latestForDiscovery4a62a6c5-bf37-4efa-a633-4229ff88ed2e
source.bibliographicInfo.fromPage1109eng
source.bibliographicInfo.seriesNumber23eng
source.bibliographicInfo.toPage1126eng
source.contributor.editorElloumi, Mourad
source.contributor.editorZomaya, Albert Y.
source.identifier.isbn978-1-118-13273-9eng
source.publisherWileyeng
source.publisher.locationHoboken, NJeng
source.relation.ispartofseriesWiley series on bioinformaticseng
source.titleBiological Knowledge Discovery Handbookeng

Dateien