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| Main Authors: | , , |
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| Format: | Preprint |
| Published: |
2025
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| Subjects: | |
| Online Access: | https://arxiv.org/abs/2507.16563 |
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| _version_ | 1866908460868698112 |
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| author | Salako, Abdulhaq Adetunji Hagen, Hannes Tominski, Christian |
| author_facet | Salako, Abdulhaq Adetunji Hagen, Hannes Tominski, Christian |
| contents | Multi-faceted data visualization typically involves several dedicated views. To create a comprehensive understanding of the data, users have to mentally integrate the information from the different views. This integration is hindered by context switches between views and usually requires interactive methods such as brushing and linking. Animated transitions have also been shown to be able to mediate context switches and improve understanding. Yet, most existing animated transitions consider only basic views showing the same data facet. In this work, we study how the gap between node-link diagrams, showing graph structure, and parallel coordinates plots, showing multivariate attributes, can be narrowed via smooth animated transitions. Based on two design goals (traceability and swiftness), we outline a partial design space including several design options. These inform the implementation of two alternative transition variants: a basic variant with plain interpolation and an advanced variant that uses our design space and accepted animation techniques, including staging and staggering. In a preliminary study, we asked seven participants for qualitative feedback. We found that the swiftness of the basic variant is preferred, while the traceability of data items is better with the slower advanced variant. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2507_16563 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Animated Transition between Node-Link and Parallel Coordinates Visualizations Salako, Abdulhaq Adetunji Hagen, Hannes Tominski, Christian Human-Computer Interaction Multi-faceted data visualization typically involves several dedicated views. To create a comprehensive understanding of the data, users have to mentally integrate the information from the different views. This integration is hindered by context switches between views and usually requires interactive methods such as brushing and linking. Animated transitions have also been shown to be able to mediate context switches and improve understanding. Yet, most existing animated transitions consider only basic views showing the same data facet. In this work, we study how the gap between node-link diagrams, showing graph structure, and parallel coordinates plots, showing multivariate attributes, can be narrowed via smooth animated transitions. Based on two design goals (traceability and swiftness), we outline a partial design space including several design options. These inform the implementation of two alternative transition variants: a basic variant with plain interpolation and an advanced variant that uses our design space and accepted animation techniques, including staging and staggering. In a preliminary study, we asked seven participants for qualitative feedback. We found that the swiftness of the basic variant is preferred, while the traceability of data items is better with the slower advanced variant. |
| title | Animated Transition between Node-Link and Parallel Coordinates Visualizations |
| topic | Human-Computer Interaction |
| url | https://arxiv.org/abs/2507.16563 |