Teaching Clustering Algorithms With EduClust : Experience Report and Future Directions

dc.contributor.authorFuchs, Johannes
dc.contributor.authorIsenberg, Petra
dc.contributor.authorBezerianos, Anastasia
dc.contributor.authorMiller, Matthias
dc.contributor.authorKeim, Daniel A.
dc.contributor.authorSantos, Beatriz Sousa
dc.contributor.authorAlford, Ginger
dc.date.accessioned2020-03-13T12:07:38Z
dc.date.available2020-03-13T12:07:38Z
dc.date.issued2020eng
dc.description.abstractWe share our experiences teaching university students about clustering algorithms using EduClust, an online visualization we developed. EduClust supports professors in preparing teaching material and students in visually and interactively exploring cluster steps and the effects of changing clustering parameters. We used EduClust for two years in our computer science lectures on clustering algorithms and share our experience integrating the online application in a data science curriculum. We also point to opportunities for future development.eng
dc.description.versionpublishedeng
dc.identifier.doi10.1109/MCG.2020.2970560eng
dc.identifier.pmid32149615eng
dc.identifier.ppn169703764X
dc.identifier.urihttps://kops.uni-konstanz.de/handle/123456789/49037
dc.language.isoengeng
dc.rightsterms-of-use
dc.rights.urihttps://rightsstatements.org/page/InC/1.0/
dc.subject.ddc004eng
dc.titleTeaching Clustering Algorithms With EduClust : Experience Report and Future Directionseng
dc.typeJOURNAL_ARTICLEeng
dspace.entity.typePublication
kops.citation.bibtex
@article{Fuchs2020Teach-49037,
  year={2020},
  doi={10.1109/MCG.2020.2970560},
  title={Teaching Clustering Algorithms With EduClust : Experience Report and Future Directions},
  number={2},
  volume={40},
  issn={0272-1716},
  journal={IEEE Computer Graphics and Applications (M-CG&A)},
  pages={98--102},
  author={Fuchs, Johannes and Isenberg, Petra and Bezerianos, Anastasia and Miller, Matthias and Keim, Daniel A. and Santos, Beatriz Sousa and Alford, Ginger}
}
kops.citation.iso690FUCHS, Johannes, Petra ISENBERG, Anastasia BEZERIANOS, Matthias MILLER, Daniel A. KEIM, Beatriz Sousa SANTOS, Ginger ALFORD, 2020. Teaching Clustering Algorithms With EduClust : Experience Report and Future Directions. In: IEEE Computer Graphics and Applications (M-CG&A). Institute of Electrical and Electronics Engineers (IEEE). 2020, 40(2), pp. 98-102. ISSN 0272-1716. eISSN 1558-1756. Available under: doi: 10.1109/MCG.2020.2970560deu
kops.citation.iso690FUCHS, Johannes, Petra ISENBERG, Anastasia BEZERIANOS, Matthias MILLER, Daniel A. KEIM, Beatriz Sousa SANTOS, Ginger ALFORD, 2020. Teaching Clustering Algorithms With EduClust : Experience Report and Future Directions. In: IEEE Computer Graphics and Applications (M-CG&A). Institute of Electrical and Electronics Engineers (IEEE). 2020, 40(2), pp. 98-102. ISSN 0272-1716. eISSN 1558-1756. Available under: doi: 10.1109/MCG.2020.2970560eng
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/123456789/49037">
    <dc:creator>Miller, Matthias</dc:creator>
    <dc:creator>Fuchs, Johannes</dc:creator>
    <dc:contributor>Fuchs, Johannes</dc:contributor>
    <dcterms:title>Teaching Clustering Algorithms With EduClust : Experience Report and Future Directions</dcterms:title>
    <dc:contributor>Keim, Daniel A.</dc:contributor>
    <dc:creator>Alford, Ginger</dc:creator>
    <dcterms:abstract xml:lang="eng">We share our experiences teaching university students about clustering algorithms using EduClust, an online visualization we developed. EduClust supports professors in preparing teaching material and students in visually and interactively exploring cluster steps and the effects of changing clustering parameters. We used EduClust for two years in our computer science lectures on clustering algorithms and share our experience integrating the online application in a data science curriculum. We also point to opportunities for future development.</dcterms:abstract>
    <dc:contributor>Isenberg, Petra</dc:contributor>
    <dc:contributor>Miller, Matthias</dc:contributor>
    <dspace:hasBitstream rdf:resource="https://kops.uni-konstanz.de/bitstream/123456789/49037/1/Fuchs_2-rmm0d6qjweky9.pdf"/>
    <void:sparqlEndpoint rdf:resource="http://localhost/fuseki/dspace/sparql"/>
    <dc:creator>Isenberg, Petra</dc:creator>
    <dc:date rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2020-03-13T12:07:38Z</dc:date>
    <dcterms:isPartOf rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/36"/>
    <dcterms:rights rdf:resource="https://rightsstatements.org/page/InC/1.0/"/>
    <dc:contributor>Alford, Ginger</dc:contributor>
    <dc:contributor>Bezerianos, Anastasia</dc:contributor>
    <dc:creator>Santos, Beatriz Sousa</dc:creator>
    <dc:language>eng</dc:language>
    <dc:creator>Keim, Daniel A.</dc:creator>
    <dcterms:available rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2020-03-13T12:07:38Z</dcterms:available>
    <dcterms:hasPart rdf:resource="https://kops.uni-konstanz.de/bitstream/123456789/49037/1/Fuchs_2-rmm0d6qjweky9.pdf"/>
    <dc:contributor>Santos, Beatriz Sousa</dc:contributor>
    <bibo:uri rdf:resource="https://kops.uni-konstanz.de/handle/123456789/49037"/>
    <dcterms:issued>2020</dcterms:issued>
    <dspace:isPartOfCollection rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/36"/>
    <dc:rights>terms-of-use</dc:rights>
    <foaf:homepage rdf:resource="http://localhost:8080/"/>
    <dc:creator>Bezerianos, Anastasia</dc:creator>
  </rdf:Description>
</rdf:RDF>
kops.description.openAccessopenaccessgreen
kops.flag.isPeerReviewedtrueeng
kops.flag.knbibliographytrue
kops.identifier.nbnurn:nbn:de:bsz:352-2-rmm0d6qjweky9
kops.sourcefieldIEEE Computer Graphics and Applications (M-CG&A). Institute of Electrical and Electronics Engineers (IEEE). 2020, <b>40</b>(2), pp. 98-102. ISSN 0272-1716. eISSN 1558-1756. Available under: doi: 10.1109/MCG.2020.2970560deu
kops.sourcefield.plainIEEE Computer Graphics and Applications (M-CG&A). Institute of Electrical and Electronics Engineers (IEEE). 2020, 40(2), pp. 98-102. ISSN 0272-1716. eISSN 1558-1756. Available under: doi: 10.1109/MCG.2020.2970560deu
kops.sourcefield.plainIEEE Computer Graphics and Applications (M-CG&A). Institute of Electrical and Electronics Engineers (IEEE). 2020, 40(2), pp. 98-102. ISSN 0272-1716. eISSN 1558-1756. Available under: doi: 10.1109/MCG.2020.2970560eng
relation.isAuthorOfPublication6dc854f5-8120-4da2-9c7a-c42f860f77fc
relation.isAuthorOfPublication0eaca80c-8b5c-40fc-83ba-4401e82274a3
relation.isAuthorOfPublicationda7dafb0-6003-4fd4-803c-11e1e72d621a
relation.isAuthorOfPublication.latestForDiscovery6dc854f5-8120-4da2-9c7a-c42f860f77fc
source.bibliographicInfo.fromPage98eng
source.bibliographicInfo.issue2eng
source.bibliographicInfo.toPage102eng
source.bibliographicInfo.volume40eng
source.identifier.eissn1558-1756eng
source.identifier.issn0272-1716eng
source.periodicalTitleIEEE Computer Graphics and Applications (M-CG&A)eng
source.publisherInstitute of Electrical and Electronics Engineers (IEEE)eng

Dateien

Originalbündel

Gerade angezeigt 1 - 1 von 1
Vorschaubild nicht verfügbar
Name:
Fuchs_2-rmm0d6qjweky9.pdf
Größe:
479.35 KB
Format:
Adobe Portable Document Format
Beschreibung:
Fuchs_2-rmm0d6qjweky9.pdf
Fuchs_2-rmm0d6qjweky9.pdfGröße: 479.35 KBDownloads: 466