Steiger, Martin ; Lücke-Tieke, Hendrik ; May, Thorsten ; Kuijper, Arjan ; Kohlhammer, Jörn (2014):
Deterministic Local Layouts through High-Dimensional Layout Stitching.
In: Lecture Notes in Computer Science (LNCS); 8510, pp. 643-651, Springer, Berlin, Heidelberg, New York, Human-Computer Interaction: Part 1, DOI: 10.1007/978-3-319-07233-3_59,
[Conference or Workshop Item]
Abstract
In this paper we present a layout technique for dynamic views of large static graphs. It aims to minimize changes between two consecutive frames and most importantly, it is deterministic. First, a set of small layout patches is pre-computed. Then, depending on the users view focus, a subset of these patches is selected and connected to generate the final layout. In contrast to the state-of-the-art approach that operates in the 2D screen space only, we perform this process in high-dimensional space before projecting the results into the 2D plane. This gives additional degrees of freedom and consequently a smoother transition process between two consecutive frames. Whenever the user visits an area of the graph for a second time, the layout will still look the same. This enables the user to recognize areas that have already been explored and thus preserve the mental map.
| Item Type: | Conference or Workshop Item |
|---|---|
| Erschienen: | 2014 |
| Creators: | Steiger, Martin ; Lücke-Tieke, Hendrik ; May, Thorsten ; Kuijper, Arjan ; Kohlhammer, Jörn |
| Title: | Deterministic Local Layouts through High-Dimensional Layout Stitching |
| Language: | English |
| Abstract: | In this paper we present a layout technique for dynamic views of large static graphs. It aims to minimize changes between two consecutive frames and most importantly, it is deterministic. First, a set of small layout patches is pre-computed. Then, depending on the users view focus, a subset of these patches is selected and connected to generate the final layout. In contrast to the state-of-the-art approach that operates in the 2D screen space only, we perform this process in high-dimensional space before projecting the results into the 2D plane. This gives additional degrees of freedom and consequently a smoother transition process between two consecutive frames. Whenever the user visits an area of the graph for a second time, the layout will still look the same. This enables the user to recognize areas that have already been explored and thus preserve the mental map. |
| Series: | Lecture Notes in Computer Science (LNCS); 8510 |
| Publisher: | Springer, Berlin, Heidelberg, New York |
| Uncontrolled Keywords: | Business Field: Visual decision support, Research Area: Computer graphics (CG), Research Area: Human computer interaction (HCI), Dynamic graph layouts, Mental maps, Data exploration |
| Divisions: | 20 Department of Computer Science 20 Department of Computer Science > Interactive Graphics Systems |
| Event Title: | Human-Computer Interaction: Part 1 |
| Date Deposited: | 12 Nov 2018 11:16 |
| DOI: | 10.1007/978-3-319-07233-3_59 |
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