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Treemaps and the Visual Comparison of Hierarchical Multi-Attribute Data

Published: 07 June 2016 Publication History

Abstract

Treemaps have the desirable property of presenting overviews along with details of data and thus are of interest in visualizations of multi-attribute tabular data with attribute hierarchies. However, the original treemap algorithms and most subsequent variations are hampered in making parallel structures in a hierarchical data structure visually comparable. Structurally parallel elements are not aligned, making it difficult to compare them visually. We propose a method that allows for proportional and non-proportional subdivisions of subtrees while preserving visual alignment of parallel structures. We extend the framework so that other types of data visualizations can be placed within the graphical areas of a treemap to allow for the visual comparison of a broad collection of data types including temporal data.

References

[1]
Chaudhuri, S., and Dayal, U. 1997. An overview of data warehousing and OLAP technology. SIGMOD Rec. 26, 1 (March 1997), 65--74.
[2]
Chintalapani, G., Plaisant, C., and Shneiderman, B. 2004. Extending the utility of treemaps with flexible hierarchy. In Information Visualisation. IV 2004. Proceedings, Eighth International Conference on (July 2004), 335--344.
[3]
Gleicher, M., Albers, D., Walker, R., Jusufi, I., Hansen, C. D., and Roberts, J. C. 2011. Visual comparison for information visualization. Information Visualization, 10, 4 (October 2011), 289--309.
[4]
Guerra-Gomez, J., Pack, M. L., Plaisant, C., and Shneiderman, B. 2013. Visualizing Change over Time Using Dynamic Hierarchies: TreeVersity2 and the StemView. Visualization and Computer Graphics, IEEE Transactions on, 19, 12 (Dec. 2013), 2566--2575.
[5]
Kehrer, J., Piringer, H., Berger, W., and Groller, M. E. 2013. A Model for Structure-Based Comparison of Many Categories in Small-Multiple Displays. Visualization and Computer Graphics, IEEE Transactions on, 19, 12 (Dec. 2013), 2287--2296.
[6]
Shneiderman, B., 1992. Tree visualization with tree-maps: 2-d space-filling approach. ACM Transactions on Graphics, 11,1, 92--99.
[7]
Sifer, M. User interfaces for the exploration of hierarchical multidimensional data. 2006. In Visual Analytics Science And Technology, 2006 IEEE Symposium on, 175--182.
[8]
Vliegen, R., van Wijk, J. J., and van der Linden, E. 2006. Visualizing Business Data with Generalized Treemaps. Visualization and Computer Graphics, IEEE Transactions on, 12, 5 (September 2006), 789--796.
[9]
Wittenburg, K., and Pekhteryev, G. 2015. Multi-Dimensional Comparative Visualization for Patent Landscaping. In Proceedings of BusinessVis Workshop, IEEE VisWeek, Chicago, IL.

Cited By

View all
  • (2021)On the Visualization of Hierarchical Multivariate Data2021 IEEE 14th Pacific Visualization Symposium (PacificVis)10.1109/PacificVis52677.2021.00026(136-145)Online publication date: Apr-2021
  • (2019)A Computational System for Structural Visual Analysis of Labor Accident DataAdvances in Visual Computing10.1007/978-3-030-33723-0_36(443-454)Online publication date: 21-Oct-2019
  • (2018)Equal-height treemaps for multivariate dataProceedings of the 2018 International Conference on Advanced Visual Interfaces10.1145/3206505.3206591(1-3)Online publication date: 29-May-2018
  • Show More Cited By

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Published In

cover image ACM Conferences
AVI '16: Proceedings of the International Working Conference on Advanced Visual Interfaces
June 2016
400 pages
ISBN:9781450341318
DOI:10.1145/2909132
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 07 June 2016

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Author Tags

  1. Treemaps
  2. hierarchical multi-attribute data
  3. information visualization
  4. multidimensional data
  5. visual comparison

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  • Short-paper
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  • Refereed limited

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AVI '16

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AVI '16 Paper Acceptance Rate 20 of 96 submissions, 21%;
Overall Acceptance Rate 128 of 490 submissions, 26%

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Cited By

View all
  • (2021)On the Visualization of Hierarchical Multivariate Data2021 IEEE 14th Pacific Visualization Symposium (PacificVis)10.1109/PacificVis52677.2021.00026(136-145)Online publication date: Apr-2021
  • (2019)A Computational System for Structural Visual Analysis of Labor Accident DataAdvances in Visual Computing10.1007/978-3-030-33723-0_36(443-454)Online publication date: 21-Oct-2019
  • (2018)Equal-height treemaps for multivariate dataProceedings of the 2018 International Conference on Advanced Visual Interfaces10.1145/3206505.3206591(1-3)Online publication date: 29-May-2018
  • (2018)ConsensUsACM Transactions on Social Computing10.1145/31596491:1(1-26)Online publication date: 18-Jan-2018

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