Teaching Clustering Algorithms With EduClust : Experience Report and Future Directions

Fuchs, Johannes; Isenberg, Petra; Bezerianos, Anastasia; Miller, Matthias; Keim, Daniel A.; Santos, Beatriz Sousa; Alford, Ginger

Teaching Clustering Algorithms With EduClust : Experience Report and Future Directions

Dateien

Fuchs_2-rmm0d6qjweky9.pdfGröße: 479.35 KBDownloads: 400

Datum

2020

Autor:innen

Fuchs, Johannes

Isenberg, Petra

Bezerianos, Anastasia

Miller, Matthias

Keim, Daniel A.

Santos, Beatriz Sousa

Alford, Ginger

URI (zitierfähiger Link)

http://nbn-resolving.de/urn:nbn:de:bsz:352-2-rmm0d6qjweky9

DOI (zitierfähiger Link)

https://doi.org/10.1109/MCG.2020.2970560

Open Access-Veröffentlichung

Open Access Green

Sammlungen

Informatik und Informationswissenschaft

Publikationstyp

Zeitschriftenartikel

Publikationsstatus

Published

Erschienen 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.2020.2970560

Zusammenfassung

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.

Fachgebiet (DDC)

004 Informatik

Zitieren

ISO 690

FUCHS, 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.2020.2970560

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}
}

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Universitätsbibliographie

Ja

Begutachtet

Ja