Publikationen
Publikationen der Arbeitsgruppe, die seit 2016 erschienen sind. Frühere Publikationen von Fabian Beck sind auf Google Scholar oder DBLP zu finden.
Art der Publikation: Beitrag in Sammelwerk
Label Placement for Outliers in Scatterplots
- Autor(en):
- Mumtaz, Haris; van Garderen, Mereke; Beck, Fabian; Weiskopf, Daniel
- Titel des Sammelbands:
- EuroVis 2019 - Short Papers
- Verlag:
- The Eurographics Association
- Veröffentlichung:
- 2019
- Digital Object Identifier (DOI):
- doi:10.2312/evs.20191161
- Datei:
- Label Placement for Outliers in Scatterplots (3,36 MB)
- Zitation:
- Download BibTeX
Kurzfassung
In many application scenarios, outliers can be associated with specific importance for various reasons. In such cases, labeling outliers is important to connect them to the actual semantics of the respective entity. In this paper, we present a cost-based greedy approach that places labels with outliers within scatterplots. The approach uses a search strategy to find the position that represents the least cost to place labels. Our approach can also produce different labeling outcomes by adjusting the weights of the criteria of the cost function. We demonstrate our approach with scatterplots produced from object-oriented software metrics, where outliers often relate to bad smells in the software.