Dual Adjacency Matrix: Exploring Link Groups in Dense Networks
Node grouping is a common way of adding structure and information to networks that aids their interpretation. However, certain networks benefit from the grouping of links instead of nodes. Link communities, for example, are a form of link groups that describe high‐quality overlapping node communitie...
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| Published in | Computer graphics forum Vol. 34; no. 3; pp. 311 - 320 |
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| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
Oxford
Blackwell Publishing Ltd
01.06.2015
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| Subjects | |
| Online Access | Get full text |
| ISSN | 0167-7055 1467-8659 |
| DOI | 10.1111/cgf.12643 |
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| Abstract | Node grouping is a common way of adding structure and information to networks that aids their interpretation. However, certain networks benefit from the grouping of links instead of nodes. Link communities, for example, are a form of link groups that describe high‐quality overlapping node communities. There is a conceptual gap between node groups and link groups that poses an interesting visualization challenge. We introduce the Dual Adjacency Matrix to bridge this gap. This matrix combines node and link group techniques via a generalization that also enables it to be coordinated with a node‐link‐contour diagram. These methods have been implemented in a prototype that we evaluated with an information scientist and neuroscientist via interviews and prototype walk‐throughs. We demonstrate this prototype with the analysis of a trade network and an fMRI correlation network. |
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| AbstractList | Node grouping is a common way of adding structure and information to networks that aids their interpretation. However, certain networks benefit from the grouping of links instead of nodes. Link communities, for example, are a form of link groups that describe high-quality overlapping node communities. There is a conceptual gap between node groups and link groups that poses an interesting visualization challenge. We introduce the Dual Adjacency Matrix to bridge this gap. This matrix combines node and link group techniques via a generalization that also enables it to be coordinated with a node-link-contour diagram. These methods have been implemented in a prototype that we evaluated with an information scientist and neuroscientist via interviews and prototype walk-throughs. We demonstrate this prototype with the analysis of a trade network and an fMRI correlation network. |
| Author | Dinkla, K. Riche, N. Henry Westenberg, M.A. |
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| CitedBy_id | crossref_primary_10_1111_cgf_12872 crossref_primary_10_1016_j_cag_2017_08_006 crossref_primary_10_1109_TVCG_2021_3114761 crossref_primary_10_1371_journal_pone_0295361 |
| Cites_doi | 10.1111/j.1467-8659.2009.01452.x 10.1038/nature09182 10.1109/TVCG.2013.232 10.1007/978-3-662-04245-8 10.1109/PacificVis.2013.6596146 10.1109/TVCG.2009.122 10.1109/TVCG.2014.2346249 10.1111/j.1467-8659.2011.01898.x 10.1109/TVCG.2008.34 10.1109/TVCG.2013.198 10.1109/PACIFICVIS.2009.4906846 10.1109/IV.2012.19 10.1109/TVCG.2006.147 10.1109/TVCG.2014.2346248 10.1179/000870403235002042 10.1126/science.1073374 10.1109/INFVIS.2004.1 10.1109/TVCG.2013.76 10.1145/1168149.1168168 10.1109/TVCG.2006.76 10.1002/pmic.200300636 10.1109/TVCG.2013.184 10.1089/brain.2013.0205 10.1109/TVCG.2014.2346441 10.1109/2945.841119 10.1109/TVCG.2010.210 10.1093/bioinformatics/btl039 10.1111/j.1467-8659.2012.03080.x 10.1109/VAST.2011.6102440 |
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| References | Alsallakh B., Aigner W., Miksch S., Hauser H.: Radial sets: Interactive visual analysis of large overlapping sets. IEEE Trans. on Visualization and Computer Graphics 19, 12 (2013), 2496-2505. 2 Ahn Y.-Y., Bagrow J., Lehmann S.: Link communities reveal multiscale complexity in networks. Nature 466, 7307 (2010), 761-764. 2, 5, 8 Dinkla K., van Kreveld M.J., Speckmann B., Westenberg M.A.: Kelp diagrams: Point set membership visualization. Computer Graphics Forum 31, 3pt1 (2012), 875-884. 2 Holten D.: Hierarchical edge bundles: Visualization of adjacency relations in hierarchical data. IEEE Trans. on Visualization and Computer Graphics 12, 5 (2006), 741-748. 2 van den Elzen S., van Wijk J.: Multivariate network exploration and presentation: From detail to overview via selections and aggregations. IEEE Trans. on Visualization and Computer Graphics 20, 12 (2014), 2310-2319. 2 Yook S., Oltvai Z., Barabási A.: Functional and topological characterization of protein interaction networks. Proteomics 4, 4 (2004), 928-942. 2 Harrower M., Brewer C.A.: Colorbrewer.org: An online tool for selecting colour schemes for maps. The Cartographic Journal 40, 1 (2003), 27-37. 6 Herman I., Melançon G., Marshall M.: Graph visualization and navigation in information visualization: A survey. IEEE Trans. on Visualization and Computer Graphics 6, 1 (2000), 24-43. 2 De Berg M., Van Kreveld M., Overmars M., Schwarzkopf O.C.: Computational geometry. Springer, 2000. 5 Hadlak S., Schumann H., Cap C., Wollenberg T.: Supporting the visual analysis of dynamic networks by clustering associated temporal attributes. IEEE Trans. on Visualization and Computer Graphics 19, 12 (2013), 2267-2276. 2 von Landesberger T., Kuijper A., Schreck T., Kohlhammer J., van Wijk J., Fekete J.-D., Fellner D.: Visual analysis of large graphs: State-of-the-art and future research challenges. Computer Graphics Forum 30, 6 (2011), 1719-1749. 2 Ravasz E., Somera A., Mongru D., Oltvai Z., Barabási A.: Hierarchical organization of modularity in metabolic networks. Science 297, 5586 (2002), 1551-1555. 2 Madhyastha T.M., Grabowski T.J.: Age-related differences in the dynamic architecture of intrinsic networks. Brain connectivity 4, 4 (2014), 231-241. 8, 9 Adamcsek B., Palla G., Farkas I.J., Derényi I., Vicsek T.: Cfinder: locating cliques and overlapping modules in biological networks. Bioinformatics 22, 8 (2006), 1021-1023. 2 Kosara R., Bendix F., Hauser H.: Parallel sets: interactive exploration and visual analysis of categorical data. IEEE Trans. on Visualization and Computer Graphics 12, 4 (2006), 558-568. 2 Vehlow C., Reinhardt T., Weiskopf D.: Visualizing fuzzy overlapping communities in networks. IEEE Trans. on Visualization and Computer Graphics 19, 12 (2013), 2486-2495. 2 Henry Riche N., Dwyer T.: Untangling Euler diagrams. IEEE Trans. on Visualization and Computer Graphics 16, 6 (2010), 1090-1099. 2 Simonetto P., Auber D., Archambault D.: Fully automatic visualisation of overlapping sets. Computer Graphics Forum 28, 3 (2009), 967-974. 2 Archambault D., Munzner T., Auber D.: GrouseFlocks: Steerable exploration of graph hierarchy space. IEEE Trans. on Visualization and Computer Graphics 14, 4 (2008), 900-913. 4 Meulemans W., Riche N., Speckmann B., Alper B., Dwyer T.: Kelpfusion: A hybrid set visualization technique. IEEE Trans. on Visualization and Computer Graphics 19, 11 (2013), 1846-1858. 2, 5 Collins C., Penn G., Carpendale S.: Bubble Sets: Revealing set relations with isocontours over existing visualizations. IEEE Trans. on Visualization and Computer Graphics 15, 6 (2009), 1009-1016. 2 Sadana R., Major T., Dove A., Stasko J.: Onset: A visualization technique for large-scale binary set data. IEEE Trans. on Visualization and Computer Graphics 20, 12 (2014), 1993-2002. 2 Lex A., Gehlenborg N., Strobelt H., Vuillemot R., Pfister H.: Upset: Visualization of intersecting sets. IEEE Trans. on Visualization and Computer Graphics 20, 12 (2014), 1983-1992. 2, 4 2010; 16 2000; 6 2006; 12 2012 2011 2002; 297 2010; 466 2008; 14 2009 2004; 4 2011; 30 2006 2004 2001; 1984 2012; 31 2014; 20 2009; 28 2013; 19 2014; 4 2000 2006; 22 2014 2013 2003; 40 2009; 15 Bertault F. (e_1_2_14_7_2) 2001 e_1_2_14_30_2 e_1_2_14_10_2 e_1_2_14_33_2 e_1_2_14_34_2 e_1_2_14_12_2 e_1_2_14_31_2 e_1_2_14_11_2 e_1_2_14_32_2 e_1_2_14_14_2 e_1_2_14_13_2 e_1_2_14_16_2 e_1_2_14_15_2 Kerren A. (e_1_2_14_19_2) 2013 e_1_2_14_28_2 e_1_2_14_29_2 e_1_2_14_5_2 e_1_2_14_4_2 e_1_2_14_6_2 e_1_2_14_9_2 e_1_2_14_8_2 e_1_2_14_3_2 e_1_2_14_2_2 e_1_2_14_22_2 e_1_2_14_23_2 e_1_2_14_20_2 e_1_2_14_21_2 e_1_2_14_26_2 e_1_2_14_27_2 e_1_2_14_24_2 e_1_2_14_25_2 e_1_2_14_18_2 e_1_2_14_17_2 |
| References_xml | – reference: Dinkla K., van Kreveld M.J., Speckmann B., Westenberg M.A.: Kelp diagrams: Point set membership visualization. Computer Graphics Forum 31, 3pt1 (2012), 875-884. 2 – reference: Harrower M., Brewer C.A.: Colorbrewer.org: An online tool for selecting colour schemes for maps. The Cartographic Journal 40, 1 (2003), 27-37. 6 – reference: Yook S., Oltvai Z., Barabási A.: Functional and topological characterization of protein interaction networks. Proteomics 4, 4 (2004), 928-942. 2 – reference: Meulemans W., Riche N., Speckmann B., Alper B., Dwyer T.: Kelpfusion: A hybrid set visualization technique. IEEE Trans. on Visualization and Computer Graphics 19, 11 (2013), 1846-1858. 2, 5 – reference: Vehlow C., Reinhardt T., Weiskopf D.: Visualizing fuzzy overlapping communities in networks. IEEE Trans. on Visualization and Computer Graphics 19, 12 (2013), 2486-2495. 2 – reference: Holten D.: Hierarchical edge bundles: Visualization of adjacency relations in hierarchical data. IEEE Trans. on Visualization and Computer Graphics 12, 5 (2006), 741-748. 2 – reference: Archambault D., Munzner T., Auber D.: GrouseFlocks: Steerable exploration of graph hierarchy space. IEEE Trans. on Visualization and Computer Graphics 14, 4 (2008), 900-913. 4 – reference: Sadana R., Major T., Dove A., Stasko J.: Onset: A visualization technique for large-scale binary set data. IEEE Trans. on Visualization and Computer Graphics 20, 12 (2014), 1993-2002. 2 – reference: Lex A., Gehlenborg N., Strobelt H., Vuillemot R., Pfister H.: Upset: Visualization of intersecting sets. IEEE Trans. on Visualization and Computer Graphics 20, 12 (2014), 1983-1992. 2, 4 – reference: von Landesberger T., Kuijper A., Schreck T., Kohlhammer J., van Wijk J., Fekete J.-D., Fellner D.: Visual analysis of large graphs: State-of-the-art and future research challenges. Computer Graphics Forum 30, 6 (2011), 1719-1749. 2 – reference: Herman I., Melançon G., Marshall M.: Graph visualization and navigation in information visualization: A survey. IEEE Trans. on Visualization and Computer Graphics 6, 1 (2000), 24-43. 2 – reference: Henry Riche N., Dwyer T.: Untangling Euler diagrams. IEEE Trans. on Visualization and Computer Graphics 16, 6 (2010), 1090-1099. 2 – reference: Hadlak S., Schumann H., Cap C., Wollenberg T.: Supporting the visual analysis of dynamic networks by clustering associated temporal attributes. IEEE Trans. on Visualization and Computer Graphics 19, 12 (2013), 2267-2276. 2 – reference: Simonetto P., Auber D., Archambault D.: Fully automatic visualisation of overlapping sets. Computer Graphics Forum 28, 3 (2009), 967-974. 2 – reference: Collins C., Penn G., Carpendale S.: Bubble Sets: Revealing set relations with isocontours over existing visualizations. IEEE Trans. on Visualization and Computer Graphics 15, 6 (2009), 1009-1016. 2 – reference: van den Elzen S., van Wijk J.: Multivariate network exploration and presentation: From detail to overview via selections and aggregations. IEEE Trans. on Visualization and Computer Graphics 20, 12 (2014), 2310-2319. 2 – reference: Ravasz E., Somera A., Mongru D., Oltvai Z., Barabási A.: Hierarchical organization of modularity in metabolic networks. Science 297, 5586 (2002), 1551-1555. 2 – reference: Alsallakh B., Aigner W., Miksch S., Hauser H.: Radial sets: Interactive visual analysis of large overlapping sets. IEEE Trans. on Visualization and Computer Graphics 19, 12 (2013), 2496-2505. 2 – reference: Madhyastha T.M., Grabowski T.J.: Age-related differences in the dynamic architecture of intrinsic networks. Brain connectivity 4, 4 (2014), 231-241. 8, 9 – reference: De Berg M., Van Kreveld M., Overmars M., Schwarzkopf O.C.: Computational geometry. Springer, 2000. 5 – reference: Adamcsek B., Palla G., Farkas I.J., Derényi I., Vicsek T.: Cfinder: locating cliques and overlapping modules in biological networks. Bioinformatics 22, 8 (2006), 1021-1023. 2 – reference: Ahn Y.-Y., Bagrow J., Lehmann S.: Link communities reveal multiscale complexity in networks. Nature 466, 7307 (2010), 761-764. 2, 5, 8 – reference: Kosara R., Bendix F., Hauser H.: Parallel sets: interactive exploration and visual analysis of categorical data. IEEE Trans. on Visualization and Computer Graphics 12, 4 (2006), 558-568. 2 – start-page: 48 year: 2012 end-page: 53 – volume: 14 start-page: 900 issue: 4 year: 2008 end-page: 913 article-title: GrouseFlocks: Steerable exploration of graph hierarchy space publication-title: IEEE Trans. on Visualization and Computer Graphics – start-page: 121 year: 2009 end-page: 128 – volume: 16 start-page: 1090 issue: 6 year: 2010 end-page: 1099 article-title: Untangling Euler diagrams publication-title: IEEE Trans. on Visualization and Computer Graphics – volume: 19 start-page: 2486 issue: 12 year: 2013 end-page: 2495 article-title: Visualizing fuzzy overlapping communities in networks publication-title: IEEE Trans. on Visualization and Computer Graphics – volume: 19 start-page: 2267 issue: 12 year: 2013 end-page: 2276 article-title: Supporting the visual analysis of dynamic networks by clustering associated temporal attributes publication-title: IEEE Trans. on Visualization and Computer Graphics – volume: 1984 start-page: 45 year: 2001 end-page: 76 – start-page: 201 year: 2013 end-page: 208 – year: 2000 – volume: 6 start-page: 24 issue: 1 year: 2000 end-page: 43 article-title: Graph visualization and navigation in information visualization: A survey publication-title: IEEE Trans. on Visualization and Computer Graphics – volume: 12 start-page: 741 issue: 5 year: 2006 end-page: 748 article-title: Hierarchical edge bundles: Visualization of adjacency relations in hierarchical data publication-title: IEEE Trans. on Visualization and Computer Graphics – volume: 20 start-page: 1983 issue: 12 year: 2014 end-page: 1992 article-title: Upset: Visualization of intersecting sets publication-title: IEEE Trans. on Visualization and Computer Graphics – start-page: 17 year: 2004 end-page: 24 – year: 2014 – volume: 20 start-page: 2310 issue: 12 year: 2014 end-page: 2319 article-title: Multivariate network exploration and presentation: From detail to overview via selections and aggregations publication-title: IEEE Trans. on Visualization and Computer Graphics – volume: 40 start-page: 27 issue: 1 year: 2003 end-page: 37 article-title: Colorbrewer publication-title: The Cartographic Journal – volume: 19 start-page: 2496 issue: 12 year: 2013 end-page: 2505 article-title: Radial sets: Interactive visual analysis of large overlapping sets publication-title: IEEE Trans. on Visualization and Computer Graphics – volume: 20 start-page: 1993 issue: 12 year: 2014 end-page: 2002 article-title: Onset: A visualization technique for large‐scale binary set data publication-title: IEEE Trans. on Visualization and Computer Graphics – volume: 28 start-page: 967 issue: 3 year: 2009 end-page: 974 article-title: Fully automatic visualisation of overlapping sets publication-title: Computer Graphics Forum – volume: 22 start-page: 1021 issue: 8 year: 2006 end-page: 1023 article-title: Cfinder: locating cliques and overlapping modules in biological networks publication-title: Bioinformatics – volume: 12 start-page: 558 issue: 4 year: 2006 end-page: 568 article-title: Parallel sets: interactive exploration and visual analysis of categorical data publication-title: IEEE Trans. on Visualization and Computer Graphics – volume: 466 start-page: 761 issue: 7307 year: 2010 end-page: 764 article-title: Link communities reveal multiscale complexity in networks publication-title: Nature – volume: 31 start-page: 875 issue: 3pt1 year: 2012 end-page: 884 article-title: Kelp diagrams: Point set membership visualization publication-title: Computer Graphics Forum – volume: 19 start-page: 1846 issue: 11 year: 2013 end-page: 1858 article-title: Kelpfusion: A hybrid set visualization technique publication-title: IEEE Trans. on Visualization and Computer Graphics – volume: 4 start-page: 928 issue: 4 year: 2004 end-page: 942 article-title: Functional and topological characterization of protein interaction networks publication-title: Proteomics – start-page: 1 year: 2006 end-page: 5 – volume: 297 start-page: 1551 issue: 5586 year: 2002 end-page: 1555 article-title: Hierarchical organization of modularity in metabolic networks publication-title: Science – volume: 4 start-page: 231 issue: 4 year: 2014 end-page: 241 article-title: Age‐related differences in the dynamic architecture of intrinsic networks publication-title: Brain connectivity – start-page: 41 year: 2011 end-page: 50 – volume: 15 start-page: 1009 issue: 6 year: 2009 end-page: 1016 article-title: Bubble Sets: Revealing set relations with isocontours over existing visualizations publication-title: IEEE Trans. on Visualization and Computer Graphics – volume: 30 start-page: 1719 issue: 6 year: 2011 end-page: 1749 article-title: Visual analysis of large graphs: State‐of‐the‐art and future research challenges publication-title: Computer Graphics Forum – year: 2013 – ident: e_1_2_14_27_2 doi: 10.1111/j.1467-8659.2009.01452.x – ident: e_1_2_14_3_2 doi: 10.1038/nature09182 – volume-title: EuroVis – Short Papers year: 2013 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| SubjectTerms | Aids Analysis Categories and Subject Descriptors (according to ACM CCS) Communications networks Communities Computer graphics Computer Graphics [I.3.3]: Picture/Image Generation-Line and curve generation Correlation analysis Information science Links Networks Neurosciences Prototypes Scientists Studies Visualization |
| Title | Dual Adjacency Matrix: Exploring Link Groups in Dense Networks |
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