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.