Visualizing the commonalities between hierarchically structured data queries

作者: Kwan-Liu Ma , Ryan Armstrong , Chad Jones

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摘要: In this paper we present an information visualization approach for visualizing the intersection between multiple feature hierarchies. cases where a dataset has complex features of interest, especially ones that have been hierarchically clustered, it is often very difficult to grasp commonalities them. Understanding overlap can help researchers discover correlations or hot spots in their data. Our method steps back from actual data features, simplifying representation, and presenting them fashion which facilitates interpretation inter-feature relationships. We call new representation knowledge graph, show how be used investigate photo database social network dataset.

参考文章(21)
P. Rodgers, P. Mutton, J. Flower, Dynamic Euler Diagram Drawing symposium on visual languages and human-centric computing. pp. 147- 156 ,(2004) , 10.1109/VLHCC.2004.21
Anne Verroust, Marie-Luce Viaud, Ensuring the drawability of extended Euler diagrams for up to 8 sets Lecture Notes in Computer Science. pp. 128- 141 ,(2004) , 10.1007/978-3-540-25931-2_13
Stefan Schlechtweg, Sheelagh Carpendale, Petra Neumann, ArcTrees: visualizing relations in hierarchical data ieee vgtc conference on visualization. pp. 53- 60 ,(2005) , 10.2312/VISSYM/EUROVIS05/053-060
Ji Soo Yi, Rachel Melton, John Stasko, Julie A. Jacko, Dust & magnet: multivariate information visualization using a magnet metaphor Information Visualization. ,vol. 4, pp. 239- 256 ,(2005) , 10.1057/PALGRAVE.IVS.9500099
M. Girvan, M. E. J. Newman, Community structure in social and biological networks Proceedings of the National Academy of Sciences of the United States of America. ,vol. 99, pp. 7821- 7826 ,(2002) , 10.1073/PNAS.122653799
J. Flower, A. Fish, J. Howse, Euler diagram generation Journal of Visual Languages and Computing. ,vol. 19, pp. 675- 694 ,(2008) , 10.1016/J.JVLC.2008.01.004
Tin Kam Ho, Interactive tools for pattern discovery international conference on pattern recognition. ,vol. 2, pp. 509- 512 ,(2004) , 10.1109/ICPR.2004.507
Hans A Kestler, André Müller, Johann M Kraus, Malte Buchholz, Thomas M Gress, Hongfang Liu, David W Kane, Barry R Zeeberg, John N Weinstein, VennMaster: Area-proportional Euler diagrams for functional GO analysis of microarrays BMC Bioinformatics. ,vol. 9, pp. 67- 67 ,(2008) , 10.1186/1471-2105-9-67
Peter Eades, Mao Lin Huang, Navigating Clustered Graphs using Force-Directed Methods Journal of Graph Algorithms and Applications. ,vol. 4, pp. 157- 181 ,(2000) , 10.7155/JGAA.00029
H. OMOTE, K. SUGIYAMA, Method for Visualizing Complicated Structures Based on Unified Simplification Strategy The IEICE transactions on information and systems. ,vol. 90, pp. 1649- 1656 ,(2007) , 10.1093/IETISY/E90-D.10.1649