Interactive Webtool for Tempospatial Data and Visual Audio Analysis

Thumbnail Image
Files
Baeumle_2-ck0sscm48qy2.pdf(614.91 KB)
Date
2018
Authors
Editors
Contact
Journal ISSN
Electronic ISSN
ISBN
Bibliographical data
Publisher
Series
URI (citable link)
urn:nbn:de:bsz:352-2-ck0sscm48qy2
DOI (citable link)
ArXiv-ID
International patent number
Link to the license
In Copyright
EU project number
Project
Open Access publication
Collections
Informatik und Informationswissenschaft
Restricted until
Title in another language
Research Projects
Organizational Units
Journal Issue
Publication type
Contribution to a conference collection
Publication status
Published
Published in
IEEE Conference on Visual Analytics Science and Technology (VAST Challenge 2018 MC2 // Honorable Mention for Interactive Analytic Tool MC1)
Abstract
To solve VAST Mini Challenge 1, we build an interactive visualization tool that allows hypothesis testing and exploratory analysis of the data. The tool contains different visualizations for metadata and audio data analysis. To analyze the recorded bird calls, we trained a Gradient Boosting-classifier to distinguish different bird species. Our tool integrates these results and visualizes them in combination with additional data allowing the user to get context information and confirm the results.
Summary in another language
Subject (DDC)
004 Computer Science
Keywords
Conference
IEEE Conference on Visual Analytics Science and Technology (VAST Challenge 2018 MC2), Oct 21, 2018 - Oct 26, 2018, Berlin
Review
undefined / . - undefined, undefined. - (undefined; undefined)
Cite This
ISO 690BÄUMLE, Benedikt, Ina BOESECKE, Raphael BUCHMÜLLER, Yannick METZ, Juri F. BUCHMÜLLER, Eren CAKMAK, Wolfgang JENTNER, Daniel A. KEIM, 2018. Interactive Webtool for Tempospatial Data and Visual Audio Analysis. IEEE Conference on Visual Analytics Science and Technology (VAST Challenge 2018 MC2). Berlin, Oct 21, 2018 - Oct 26, 2018. In: IEEE Conference on Visual Analytics Science and Technology (VAST Challenge 2018 MC2 // Honorable Mention for Interactive Analytic Tool MC1)
BibTex
@inproceedings{Baumle2018Inter-45037,
  year={2018},
  title={Interactive Webtool for Tempospatial Data and Visual Audio Analysis},
  url={https://scibib.dbvis.de/publications/view/792},
  booktitle={IEEE Conference on Visual Analytics Science and Technology (VAST Challenge 2018 MC2 // Honorable Mention for Interactive Analytic Tool MC1)},
  author={Bäumle, Benedikt and Boesecke, Ina and Buchmüller, Raphael and Metz, Yannick and Buchmüller, Juri F. and Cakmak, Eren and Jentner, Wolfgang and Keim, Daniel A.}
}
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/123456789/45037">
    <dc:contributor>Metz, Yannick</dc:contributor>
    <dc:contributor>Cakmak, Eren</dc:contributor>
    <dcterms:rights rdf:resource="https://rightsstatements.org/page/InC/1.0/"/>
    <dc:contributor>Jentner, Wolfgang</dc:contributor>
    <void:sparqlEndpoint rdf:resource="http://localhost/fuseki/dspace/sparql"/>
    <dc:contributor>Bäumle, Benedikt</dc:contributor>
    <dc:language>eng</dc:language>
    <dc:creator>Jentner, Wolfgang</dc:creator>
    <dcterms:abstract xml:lang="eng">To solve VAST Mini Challenge 1, we build an interactive visualization tool that allows hypothesis testing and exploratory analysis of the data. The tool contains different visualizations for metadata and audio data analysis. To analyze the recorded bird calls, we trained a Gradient Boosting-classifier to distinguish different bird species. Our tool integrates these results and visualizes them in combination with additional data allowing the user to get context information and confirm the results.</dcterms:abstract>
    <dcterms:isPartOf rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/36"/>
    <dc:creator>Metz, Yannick</dc:creator>
    <dc:creator>Buchmüller, Juri F.</dc:creator>
    <dc:creator>Keim, Daniel A.</dc:creator>
    <dc:rights>terms-of-use</dc:rights>
    <dspace:hasBitstream rdf:resource="https://kops.uni-konstanz.de/bitstream/123456789/45037/1/Baeumle_2-ck0sscm48qy2.pdf"/>
    <bibo:uri rdf:resource="https://kops.uni-konstanz.de/handle/123456789/45037"/>
    <dc:creator>Buchmüller, Raphael</dc:creator>
    <dc:contributor>Buchmüller, Raphael</dc:contributor>
    <dc:creator>Bäumle, Benedikt</dc:creator>
    <dc:contributor>Buchmüller, Juri F.</dc:contributor>
    <dc:creator>Boesecke, Ina</dc:creator>
    <dc:date rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2019-02-14T12:16:08Z</dc:date>
    <dcterms:available rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2019-02-14T12:16:08Z</dcterms:available>
    <foaf:homepage rdf:resource="http://localhost:8080/"/>
    <dcterms:hasPart rdf:resource="https://kops.uni-konstanz.de/bitstream/123456789/45037/1/Baeumle_2-ck0sscm48qy2.pdf"/>
    <dspace:isPartOfCollection rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/36"/>
    <dcterms:issued>2018</dcterms:issued>
    <dc:creator>Cakmak, Eren</dc:creator>
    <dcterms:title>Interactive Webtool for Tempospatial Data and Visual Audio Analysis</dcterms:title>
    <dc:contributor>Boesecke, Ina</dc:contributor>
    <dc:contributor>Keim, Daniel A.</dc:contributor>
  </rdf:Description>
</rdf:RDF>
Internal note
xmlui.Submission.submit.DescribeStep.inputForms.label.kops_note_fromSubmitter
Contact
URL of original publication
https://scibib.dbvis.de/publications/view/792
Test date of URL
2019-02-14
Examination date of dissertation
Method of financing
Comment on publication
Alliance license
Corresponding Authors der Uni Konstanz vorhanden
International Co-Authors
Bibliography of Konstanz
Yes
Refereed