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Exploring Big Data Landscapes with a Glyph-based Zoomable User Interface

Author:
Kammer, Dietrich [DBLP] ;
Keck, Mandy [DBLP] ;
Gründer, Thomas [DBLP]
Abstract
High-dimensional data sets are hard to explore using common spreadsheet environments. However, data scientists need to develop appropriate clustering and classification algorithms to make sense of big data repositories. Even sophisticated analysis tools often focus on mathematical tasks and offer only basic data visualization with few interactive features. In order to gain more sophisticated insights and test hypotheses with regards to high-dimensional data sets, we developed an interactive zoomable user interface using glyph-based visualizations. The visualization is based on a two-dimensional plot of the data space using multi-dimensional reduction. The resulting Big Data Landscapes are then explored with various controls, filters, and details on demand.
  • Citation
  • BibTeX
Kammer, D., Keck, M. & Gründer, T., (2018). Exploring Big Data Landscapes with a Glyph-based Zoomable User Interface. In: Dachselt, R. & Weber, G. (Hrsg.), Mensch und Computer 2018 - Workshopband. Bonn: Gesellschaft für Informatik e.V.. DOI: 10.18420/muc2018-demo-0497
@inproceedings{mci/Kammer2018,
author = {Kammer, Dietrich AND Keck, Mandy AND Gründer, Thomas},
title = {Exploring Big Data Landscapes with a Glyph-based Zoomable User Interface},
booktitle = {Mensch und Computer 2018 - Workshopband},
year = {2018},
editor = {Dachselt, Raimund AND Weber, Gerhard} ,
doi = { 10.18420/muc2018-demo-0497 },
publisher = {Gesellschaft für Informatik e.V.},
address = {Bonn}
}
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More Info

DOI: 10.18420/muc2018-demo-0497
xmlui.MetaDataDisplay.field.date: 2018
Language: en (en)
Content Type: Text/Conference Poster

Keywords

  • Big Data Landscapes
  • Glyph-based Visualization
  • Visual Analytics
Collections
  • Workshopband MuC 2018 [140]

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Diese Digital Library basiert auf DSpace.

 

 


About uns | FAQ | Help | Imprint | Datenschutz

Gesellschaft für Informatik e.V. (GI), Kontakt: Geschäftsstelle der GI
Diese Digital Library basiert auf DSpace.