Scalability considerations for multivariate graph visualization

Book chapter


Jankun-Kelly, T., Dwyer, T., Holten, D., Hurter, C., Nollenburg, M., Weaver, C. and Xu, K. 2014. Scalability considerations for multivariate graph visualization. in: Kerren, A., Purchase, H. and Ward, M. (ed.) Multivariate Network Visualization: Dagstuhl Seminar # 13201, Dagstuhl Castle, Germany, May 12-17, 2013, Revised Discussions Springer International Publishing.
Chapter titleScalability considerations for multivariate graph visualization
AuthorsJankun-Kelly, T., Dwyer, T., Holten, D., Hurter, C., Nollenburg, M., Weaver, C. and Xu, K.
Abstract

Real-world, multivariate datasets are frequently too large to show in their entirety on a visual display. Still, there are many techniques we can employ to show useful partial views-sufficient to support incremental exploration of large graph datasets. In this chapter, we first explore the cognitive and architectural limitations which restrict the amount of visual bandwidth available to multivariate graph visualization approaches. These limitations afford several design approaches, which we systematically explore. Finally, we survey systems and studies that exhibit these design strategies to mitigate these perceptual and architectural limitations.

KeywordsAlgorithm Analysis and Problem Complexity, Computer Applications, Data Mining and Knowledge Discovery, Discrete Mathematics in Computer Science, Information Systems and Communication Service
Book titleMultivariate Network Visualization: Dagstuhl Seminar # 13201, Dagstuhl Castle, Germany, May 12-17, 2013, Revised Discussions
EditorsKerren, A., Purchase, H. and Ward, M.
PublisherSpringer International Publishing
SeriesLecture Notes in Computer Science
Publication dates
PrintJan 2014
Publication process dates
Deposited07 May 2015
Output statusPublished
Accepted author manuscript
Copyright Statement

The final authenticated version is available online at https://doi.org/10.1007/978-3-319-06793-3_10

Digital Object Identifier (DOI)https://doi.org/10.1007/978-3-319-06793-3_10
LanguageEnglish
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