Teaching Clustering Algorithms With EduClust : Experience Report and Future Directions
| Type of Publication: | Journal article |
| Publication status: | Published |
| URI (citable link): | http://nbn-resolving.de/urn:nbn:de:bsz:352-2-rmm0d6qjweky9 |
| Author: | Fuchs, Johannes; Isenberg, Petra; Bezerianos, Anastasia; Miller, Matthias; Keim, Daniel A.; Santos, Beatriz Sousa; Alford, Ginger |
| Year of publication: | 2020 |
| Published in: | IEEE Computer Graphics and Applications (M-CG&A) ; 40 (2020), 2. - pp. 98-102. - Institute of Electrical and Electronics Engineers (IEEE). - ISSN 0272-1716. - eISSN 1558-1756 |
| Pubmed ID: | 32149615 |
| DOI (citable link): | https://dx.doi.org/10.1109/MCG.2020.2970560 |
| Summary: |
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.
|
| Subject (DDC): | 004 Computer Science |
| Link to License: | In Copyright |
| Refereed: | Yes |
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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). 40(2), pp. 98-102. ISSN 0272-1716. eISSN 1558-1756. Available under: doi: 10.1109/MCG.2020.2970560
@article{Fuchs2020Teach-49037, title={Teaching Clustering Algorithms With EduClust : Experience Report and Future Directions}, year={2020}, doi={10.1109/MCG.2020.2970560}, 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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