Force-Directed Layout of Order Diagrams using Dimensional Reduction

@inproceedings{Drrschnabel2021ForceDirectedLO,
  title={Force-Directed Layout of Order Diagrams using Dimensional Reduction},
  author={Dominik D{\"u}rrschnabel and Gerd Stumme},
  booktitle={ICFCA},
  year={2021}
}
Order diagrams allow human analysts to understand and analyze structural properties of ordered data. While an experienced expert can create easily readable order diagrams, the automatic generation of those remains a hard task. In this work, we adapt force-directed approaches, which are known to generate aesthetically-pleasing drawings of graphs, to the realm of order diagrams. Our algorithm ReDraw thereby embeds the order in a high dimension and then iteratively reduces the dimension until a… 

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