论文标题
基于示例的基于节点链接图的布局微调
Exemplar-based Layout Fine-tuning for Node-link Diagrams
论文作者
论文摘要
我们为节点链接图设计并评估了一种新型的布局微调技术，该图表促进了基于批处理模式的一组子结构的基于示例的调整。关键想法是将用户对本地子结构的修改转移到整个图中与示例相似的整个图中的其他子结构。我们首先使用节点嵌入技术对每个子结构进行预定，然后将其用于直接的子结构检索。我们设计和开发一个轻量级的交互式系统，以实现直观的调整，修改转移和视觉图探索。我们还报告了一些定量比较的结果，三个案例研究和参与性的用户研究。
We design and evaluate a novel layout fine-tuning technique for node-link diagrams that facilitates exemplar-based adjustment of a group of substructures in batching mode. The key idea is to transfer user modifications on a local substructure to other substructures in the whole graph that are topologically similar to the exemplar. We first precompute a canonical representation for each substructure with node embedding techniques and then use it for on-the-fly substructure retrieval. We design and develop a light-weight interactive system to enable intuitive adjustment, modification transfer, and visual graph exploration. We also report some results of quantitative comparisons, three case studies, and a within-participant user study.
