{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,5]],"date-time":"2026-01-05T21:31:47Z","timestamp":1767648707181,"version":"3.40.4"},"publisher-location":"Cham","reference-count":72,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319067926"},{"type":"electronic","value":"9783319067933"}],"license":[{"start":{"date-parts":[[2014,1,1]],"date-time":"2014-01-01T00:00:00Z","timestamp":1388534400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-06793-3_6","type":"book-chapter","created":{"date-parts":[[2014,4,15]],"date-time":"2014-04-15T06:05:50Z","timestamp":1397541950000},"page":"97-125","source":"Crossref","is-referenced-by-count":9,"title":["Interaction in the Visualization of Multivariate Networks"],"prefix":"10.1007","author":[{"given":"Michael","family":"Wybrow","sequence":"first","affiliation":[]},{"given":"Niklas","family":"Elmqvist","sequence":"additional","affiliation":[]},{"given":"Jean-Daniel","family":"Fekete","sequence":"additional","affiliation":[]},{"given":"Tatiana","family":"von Landesberger","sequence":"additional","affiliation":[]},{"given":"Jarke J.","family":"van Wijk","sequence":"additional","affiliation":[]},{"given":"Bj\u00f6rn","family":"Zimmer","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"6_CR1","doi-asserted-by":"publisher","first-page":"279","DOI":"10.1007\/1-84628-062-1_18","volume-title":"People and Computers XVIII Design for Life","author":"C. Appert","year":"2005","unstructured":"Appert, C., Beaudouin-Lafon, M., Mackay, W.E.: Context matters: Evaluating interaction techniques with the CIS model. In: Fincher, S., Markopoulos, P., Moore, D., Ruddle, R. (eds.) People and Computers XVIII Design for Life, pp. 279\u2013295. Springer, London (2005)"},{"issue":"4","key":"6_CR2","doi-asserted-by":"publisher","first-page":"900","DOI":"10.1109\/TVCG.2008.34","volume":"14","author":"D. Archambault","year":"2008","unstructured":"Archambault, D., Munzner, T., Auber, D.: GrouseFlocks: Steerable exploration of graph hierarchy space. IEEE Transactions on Visualization and Computer Graphics\u00a014(4), 900\u2013913 (2008)","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"key":"6_CR3","unstructured":"Auber, D., Archambault, D., Bourqui, R., Lambert, A., Mathiaut, M., Mary, P., Delest, M., Dubois, J.: Melan\u00e7on, G.: The Tulip 3 Framework: A scalable software library for information visualization applications based on relational data. Technical Report RR-7860, INRIA (January 2012)"},{"issue":"2","key":"6_CR4","doi-asserted-by":"publisher","first-page":"127","DOI":"10.1080\/00401706.1987.10488204","volume":"29","author":"R.A. Becker","year":"1987","unstructured":"Becker, R.A., Cleveland, W.S.: Brushing scatterplots. Technometrics\u00a029(2), 127\u2013142 (1987)","journal-title":"Technometrics"},{"key":"6_CR5","first-page":"927","volume-title":"Proceedings of the 11th Eurographics \/ IEEE \u2013 VGTC Conference on Visualization, EuroVis 2009","author":"E. Bertini","year":"2009","unstructured":"Bertini, E., Rigamonti, M., Lalanne, D.: Extended excentric labeling. In: Proceedings of the 11th Eurographics \/ IEEE \u2013 VGTC Conference on Visualization, EuroVis 2009, pp. 927\u2013934. Eurographics Association, Aire-la-Ville (2009)"},{"issue":"3","key":"6_CR6","doi-asserted-by":"publisher","first-page":"863","DOI":"10.1111\/j.1467-8659.2009.01687.x","volume":"29","author":"A. Bezerianos","year":"2010","unstructured":"Bezerianos, A., Chevalier, F., Dragicevic, P., Elmqvist, N., Fekete, J.D.: GraphDice: A system for exploring multivariate social networks. Computer Graphics Forum\u00a029(3), 863\u2013872 (2010)","journal-title":"Computer Graphics Forum"},{"key":"6_CR7","doi-asserted-by":"publisher","first-page":"73","DOI":"10.1145\/166117.166126","volume-title":"Proceedings of the 20th Annual Conference on Computer Graphics and Interactive Techniques, SIGGRAPH 1993","author":"E.A. Bier","year":"1993","unstructured":"Bier, E.A., Stone, M.C., Pier, K., Buxton, W., DeRose, T.D.: Toolglass and magic lenses: the see-through interface. In: Proceedings of the 20th Annual Conference on Computer Graphics and Interactive Techniques, SIGGRAPH 1993, pp. 73\u201380. ACM, New York (1993)"},{"key":"6_CR8","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"325","DOI":"10.1007\/3-540-44617-6_31","volume-title":"Cognitive Technology: Instruments of Mind","author":"A.F. Blackwell","year":"2001","unstructured":"Blackwell, A.F., Britton, C., Cox, A.L., Green, T.R.G., Gurr, C.A., Kadoda, G.F., Kutar, M., Loomes, M., Nehaniv, C.L., Petre, M., Roast, C., Roe, C., Wong, A., Young, R.M.: Cognitive dimensions of notations: Design tools for cognitive technology. In: Beynon, M., Nehaniv, C.L., Dautenhahn, K. (eds.) CT 2001. LNCS (LNAI), vol.\u00a02117, pp. 325\u2013341. Springer, Heidelberg (2001)"},{"key":"6_CR9","first-page":"156","volume-title":"Proceedings of the 2nd Conference on Visualization, VIS 1991","author":"A. Buja","year":"1991","unstructured":"Buja, A., McDonald, J.A., Michalak, J., Stuetzle, W.: Interactive data visualization using focusing and linking. In: Proceedings of the 2nd Conference on Visualization, VIS 1991, pp. 156\u2013163. IEEE Computer Society Press, Los Alamitos (1991)"},{"key":"6_CR10","unstructured":"Card, S., Mackinlay, J., Shneiderman, B.: Readings in Information Visualization: Using Vision to Think. Morgan Kaufmann Publishers (1999)"},{"issue":"6","key":"6_CR11","doi-asserted-by":"publisher","first-page":"1192","DOI":"10.1109\/TVCG.2007.70521","volume":"13","author":"C. Collins","year":"2007","unstructured":"Collins, C., Carpendale, S.: VisLink: Revealing relationships amongst visualizations. IEEE Transactions on Visualization and Computer Graphics\u00a013(6), 1192\u20131199 (2007)","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"key":"6_CR12","unstructured":"Dix, A., Finlay, J., Abowd, G.D., Beale, R.: Human-Computer Interaction, 3rd edn. Prentice-Hall, Inc. (2003)"},{"issue":"12","key":"6_CR13","doi-asserted-by":"publisher","first-page":"2709","DOI":"10.1109\/TVCG.2012.252","volume":"18","author":"M. D\u00f6rk","year":"2012","unstructured":"D\u00f6rk, M., Riche, N.H., Ramos, G., Dumais, S.: PivotPaths: Strolling through faceted information spaces. IEEE Transactions on Visualization and Computer Graphics\u00a018(12), 2709\u20132718 (2012)","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"key":"6_CR14","doi-asserted-by":"crossref","unstructured":"Dunne, C., Riche, N.H., Lee, B., Metoyer, R., Robertson, G.: GraphTrail: Analyzing large multivariate, heterogeneous networks while supporting exploration history. In: Proceedings of the ACM Conference on Human Factors in Computer Systems, pp. 1663\u20131672 (2012)","DOI":"10.1145\/2207676.2208293"},{"issue":"6","key":"6_CR15","doi-asserted-by":"publisher","first-page":"1293","DOI":"10.1109\/TVCG.2008.130","volume":"14","author":"T. Dwyer","year":"2008","unstructured":"Dwyer, T., Marriott, K., Schreiber, F., Stuckey, P., Woodward, M., Wybrow, M.: Exploration of networks using overview+detail with constraint-based cooperative layout. IEEE Transactions on Visualization and Computer Graphics\u00a014(6), 1293\u20131300 (2008)","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"key":"6_CR16","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"420","DOI":"10.1007\/978-3-642-00219-9_41","volume-title":"Graph Drawing","author":"T. Dwyer","year":"2009","unstructured":"Dwyer, T., Marriott, K., Wybrow, M.: Dunnart: A constraint-based network diagram authoring tool. In: Tollis, I.G., Patrignani, M. (eds.) GD 2008. LNCS, vol.\u00a05417, pp. 420\u2013431. Springer, Heidelberg (2009)"},{"key":"6_CR17","doi-asserted-by":"crossref","unstructured":"Elmqvist, N., Do, T.N., Goodell, H., Henry, N., Fekete, J.D.: ZAME: Interactive large-scale graph visualization. In: Proceedings of the IEEE Pacific Symposium on Visualization, pp. 215\u2013222 (2008)","DOI":"10.1109\/PACIFICVIS.2008.4475479"},{"issue":"6","key":"6_CR18","doi-asserted-by":"publisher","first-page":"1141","DOI":"10.1109\/TVCG.2008.153","volume":"14","author":"N. Elmqvist","year":"2008","unstructured":"Elmqvist, N., Dragicevic, P., Fekete, J.D.: Rolling the dice: Multidimensional visual exploration using scatterplot matrix navigation. IEEE Transactions on Visualization and Computer Graphics\u00a014(6), 1141\u20131148 (2008)","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"issue":"3","key":"6_CR19","doi-asserted-by":"publisher","first-page":"439","DOI":"10.1109\/TVCG.2009.84","volume":"16","author":"N. Elmqvist","year":"2010","unstructured":"Elmqvist, N., Fekete, J.D.: Hierarchical aggregation for information visualization: Overview, techniques, and design guidelines. IEEE Transactions on Visualization and Computer Graphics\u00a016(3), 439\u2013454 (2010)","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"key":"6_CR20","first-page":"512","volume-title":"Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, CHI 1999","author":"J.D. Fekete","year":"1999","unstructured":"Fekete, J.D., Plaisant, C.: Excentric labeling: dynamic neighborhood labeling for data visualization. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, CHI 1999, pp. 512\u2013519. ACM, New York (1999)"},{"key":"6_CR21","doi-asserted-by":"publisher","first-page":"103","DOI":"10.1037\/h0045689","volume":"67","author":"P.M. Fitts","year":"1964","unstructured":"Fitts, P.M., Peterson, J.R.: Information capacity of discrete motor responses. Journal of Experimental Psychology\u00a067, 103\u2013112 (1964)","journal-title":"Journal of Experimental Psychology"},{"issue":"12","key":"6_CR22","doi-asserted-by":"publisher","first-page":"2032","DOI":"10.1109\/TVCG.2013.223","volume":"19","author":"S. Ghani","year":"2013","unstructured":"Ghani, S., Kwon, B.C., Lee, S., Yi, J.S., Elmqvist, N.: Visual analytics for multimodal social network analysis: A design study with social scientists. IEEE Transactions on Visualization and Computer Graphics\u00a019(12), 2032\u20132041 (2013)","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"key":"6_CR23","doi-asserted-by":"crossref","unstructured":"Gladisch, S., Schumann, H., Tominski, C.: Navigation recommendations for exploring hierarchical graphs. In: 9th International Symposium on Visual Computing (ISVC 2013). Advances in Visual Computing, pp. 36\u201347. Springer (2013)","DOI":"10.1007\/978-3-642-41939-3_4"},{"issue":"1","key":"6_CR24","doi-asserted-by":"publisher","first-page":"42","DOI":"10.1057\/ivs.2008.31","volume":"8","author":"D. Gotz","year":"2009","unstructured":"Gotz, D., Zhou, M.X.: Characterizing users\u2019 visual analytic activity for insight provenance. Information Visualization\u00a08(1), 42\u201355 (2009)","journal-title":"Information Visualization"},{"key":"6_CR25","first-page":"443","volume-title":"Proceedings of the 5th Conference of the British Computer Society, Human-Computer Interaction Specialist Group - People and Computers V","author":"T.R.G. Green","year":"1989","unstructured":"Green, T.R.G.: Cognitive dimensions of notations. In: Sutcliffe, A., Macaulay, L. (eds.) Proceedings of the 5th Conference of the British Computer Society, Human-Computer Interaction Specialist Group - People and Computers V, pp. 443\u2013460. Cambridge University Press, New York (1989)"},{"issue":"2","key":"6_CR26","doi-asserted-by":"publisher","first-page":"345","DOI":"10.7155\/jgaa.00150","volume":"11","author":"S. Hachul","year":"2007","unstructured":"Hachul, S., J\u00fcnger, M.: Large-graph layout algorithms at work: An experimental study. Journal of Graph Algorithms and Applications\u00a011(2), 345\u2013369 (2007)","journal-title":"Journal of Graph Algorithms and Applications"},{"issue":"6","key":"6_CR27","doi-asserted-by":"publisher","first-page":"953","DOI":"10.1109\/TVCG.2009.108","volume":"15","author":"F. Ham van","year":"2009","unstructured":"van Ham, F., Perer, A.: Search, Show Context, Expand on Demand: Supporting large graph exploration with degree-of-interest. IEEE Transactions on Visualization and Computer Graphics\u00a015(6), 953\u2013960 (2009)","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"key":"6_CR28","doi-asserted-by":"crossref","unstructured":"Heer, J., Boyd, D.: Vizster: Visualizing online social networks. In: IEEE Symposium on Information Visualization, pp. 32\u201339 (2005)","DOI":"10.1109\/INFVIS.2005.1532126"},{"key":"6_CR29","doi-asserted-by":"crossref","unstructured":"Heer, J., Card, S.K.: DOITrees revisited: scalable, space-constrained visualization of hierarchical data. In: Proceedings of the ACM Conference on Advanced Visual Interfaces, pp. 421\u2013424 (2004)","DOI":"10.1145\/989863.989941"},{"issue":"4","key":"6_CR30","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1145\/2133806.2133821","volume":"55","author":"J. Heer","year":"2012","unstructured":"Heer, J., Shneiderman, B.: Interactive dynamics for visual analysis. Commun. ACM\u00a055(4), 45\u201354 (2012)","journal-title":"Commun. ACM"},{"issue":"5","key":"6_CR31","doi-asserted-by":"publisher","first-page":"677","DOI":"10.1109\/TVCG.2006.160","volume":"12","author":"N. Henry","year":"2006","unstructured":"Henry, N., Fekete, J.D.: MatrixExplorer: a dual-representation system to explore social networks. IEEE Transactions on Visualization and Computer Graphics\u00a012(5), 677\u2013684 (2006)","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"issue":"6","key":"6_CR32","doi-asserted-by":"publisher","first-page":"1302","DOI":"10.1109\/TVCG.2007.70582","volume":"13","author":"N. Henry","year":"2007","unstructured":"Henry, N., Fekete, J.D., McGuffin, M.J.: NodeTrix: a hybrid visualization of social networks. IEEE Transactions on Visualization and Computer Graphics\u00a013(6), 1302\u20131309 (2007)","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"issue":"5","key":"6_CR33","doi-asserted-by":"publisher","first-page":"44","DOI":"10.1109\/MCG.2009.78","volume":"29","author":"P. Isenberg","year":"2009","unstructured":"Isenberg, P., Carpendale, S., Bezerianos, A., Henry, N., Fekete, J.D.: CoCoNutTrix: collaborative retrofitting for information visualization. IEEE Comput. Graph. Appl.\u00a029(5), 44\u201357 (2009)","journal-title":"IEEE Comput. Graph. Appl."},{"issue":"12","key":"6_CR34","doi-asserted-by":"publisher","first-page":"2386","DOI":"10.1109\/TVCG.2013.166","volume":"19","author":"M.R. Jakobsen","year":"2013","unstructured":"Jakobsen, M.R., Sahlemariam Haile, Y., Knudsen, S., Hornbaek, K.: Information visualization and proxemics: Design opportunities and empirical findings. IEEE Transactions on Visualization and Computer Graphics\u00a019(12), 2386\u20132395 (2013)","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"issue":"12","key":"6_CR35","doi-asserted-by":"publisher","first-page":"2396","DOI":"10.1109\/TVCG.2013.134","volume":"19","author":"Y. Jansen","year":"2013","unstructured":"Jansen, Y., Dragicevic, P.: An interaction model for visualizations beyond the desktop. IEEE Transactions on Visualization and Computer Graphics\u00a019(12), 2396\u20132405 (2013)","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"key":"6_CR36","doi-asserted-by":"crossref","unstructured":"Jusufi, I., Dingjie, Y., Kerren, A.: The Network Lens: Interactive exploration of multivariate networks using visual filtering. In: Proceedings of the 14th International Conference on Information Visualisation (IV 2010). pp. 35\u201342. IEEE Computer Society (2010)","DOI":"10.1109\/IV.2010.15"},{"key":"6_CR37","doi-asserted-by":"crossref","unstructured":"Jusufi, I., Kerren, A., Zimmer, B.: Multivariate network exploration with JauntyNets. In: Proceedings of the 17th International Conference on Information Visualisation (IV 2013), pp. 19\u201327. IEEE Computer Society Press (2013)","DOI":"10.1109\/IV.2013.3"},{"key":"6_CR38","doi-asserted-by":"crossref","unstructured":"Kadivar, N., Chen, V., Dunsmuir, D., Lee, E., Qian, C., Dill, J., Shaw, C., Woodbury, R.: Capturing and supporting the analysis process. In: IEEE Symposium on Visual Analytics Science and Technology, VAST 2009, pp. 131\u2013138 (2009)","DOI":"10.1109\/VAST.2009.5333020"},{"key":"6_CR39","doi-asserted-by":"crossref","unstructured":"Kerren, A., Schreiber, F.: Toward the role of interaction in visual analytics. In: Proceedings of the 2012 Winter Simulation Conference (WSC 2012), pp. 420:1\u2013420:13. IEEE Computer Society Press (2012)","DOI":"10.1109\/WSC.2012.6465208"},{"key":"6_CR40","doi-asserted-by":"crossref","unstructured":"Kruskal, J., Wish, M.: Multidimensional Scaling, Sage University papers, vol.\u00a011(07). SAGE Publications (1978)","DOI":"10.4135\/9781412985130"},{"key":"6_CR41","unstructured":"Lima, M.: Visual Complexity: Mapping Patterns of Information. Princeton Architectural Press (2011)"},{"key":"6_CR42","doi-asserted-by":"crossref","unstructured":"Liu, Z., Navathe, S.B., Stasko, J.T.: Network-based visual analysis of tabular data. In: IEEE VAST, pp. 41\u201350 (2011)","DOI":"10.1109\/VAST.2011.6102440"},{"issue":"3","key":"6_CR43","doi-asserted-by":"publisher","first-page":"985","DOI":"10.1111\/j.1467-8659.2012.03091.x","volume":"31","author":"T. May","year":"2012","unstructured":"May, T., Steiger, M., Davey, J., Kohlhammer, J.: Using signposts for navigation in large graphs. Computer Graphics Forum\u00a031(3), 985\u2013994 (2012)","journal-title":"Computer Graphics Forum"},{"issue":"6","key":"6_CR44","doi-asserted-by":"publisher","first-page":"937","DOI":"10.1109\/TVCG.2009.151","volume":"15","author":"M.J. McGuffin","year":"2009","unstructured":"McGuffin, M.J., Jurisica, I.: Interaction techniques for selecting and manipulating subgraphs in network visualizations. IEEE Transactions on Visualization and Computer Graphics\u00a015(6), 937\u2013944 (2009)","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"key":"6_CR45","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1037\/h0043158","volume":"63","author":"G.A. Miller","year":"1956","unstructured":"Miller, G.A.: The magical number seven, plus or minus two: some limits on our capacity for processing information. Psychological Review\u00a063, 81\u201397 (1956)","journal-title":"Psychological Review"},{"key":"6_CR46","doi-asserted-by":"crossref","unstructured":"Moscovich, T., Chevalier, F., Henry, N., Pietriga, E., Fekete, J.D.: Topology-aware navigation in large networks. In: Proceedings of the ACM Conference on Human Factors in Computing Systems, pp. 2319\u20132328 (2009)","DOI":"10.1145\/1518701.1519056"},{"key":"6_CR47","doi-asserted-by":"crossref","unstructured":"Munzner, T., Guimbreti\u00e8re, F., Tasiran, S., Zhang, L., Zhou, Y.: TreeJuxtaposer: scalable tree comparison using focus+context with guaranteed visibility. In: ACM SIGGRAPH 2003 Papers, SIGGRAPH 2003, pp. 453\u2013462. ACM (2003)","DOI":"10.1145\/1201775.882291"},{"key":"6_CR48","unstructured":"Norman, D.A.: The design of everyday things. Basic Books (2002)"},{"key":"6_CR49","doi-asserted-by":"crossref","unstructured":"North, C., Chang, R., Endert, A., Dou, W., May, R., Pike, B., Fink, G.: Analytic provenance: process+interaction+insight. In: Extended Abstracts of the ACM Conference on Human Factors in Computing Systems, pp. 33\u201336 (2011)","DOI":"10.1145\/1979742.1979570"},{"key":"6_CR50","doi-asserted-by":"publisher","first-page":"57","DOI":"10.1145\/166117.166125","volume-title":"Proceedings of the 20th Annual Conference on Computer Graphics and Interactive Techniques, SIGGRAPH 1993","author":"K. Perlin","year":"1993","unstructured":"Perlin, K., Fox, D.: Pad: an alternative approach to the computer interface. In: Proceedings of the 20th Annual Conference on Computer Graphics and Interactive Techniques, SIGGRAPH 1993, pp. 57\u201364. ACM, New York (1993)"},{"issue":"4","key":"6_CR51","doi-asserted-by":"publisher","first-page":"263","DOI":"10.1057\/ivs.2009.22","volume":"8","author":"W.A. Pike","year":"2009","unstructured":"Pike, W.A., Stasko, J., Chang, R., O\u2019Connell, T.A.: The science of interaction. Information Visualization\u00a08(4), 263\u2013274 (2009)","journal-title":"Information Visualization"},{"key":"6_CR52","doi-asserted-by":"crossref","unstructured":"Pretorius, A.J., van Wijk, J.J.: Visual inspection of multivariate graphs. In: Proceedings of the Eurographics \/ IEEE \u2013 VGTC Conference on Visualization, pp. 967\u2013974 (2008)","DOI":"10.1111\/j.1467-8659.2008.01231.x"},{"key":"6_CR53","doi-asserted-by":"crossref","first-page":"95","DOI":"10.1080\/03085696708592302","volume":"21","author":"A.H. Robinson","year":"1967","unstructured":"Robinson, A.H.: The thematic maps of Charles Joseph Minard. Imago Mundi\u00a021, 95\u2013108 (1967)","journal-title":"Imago Mundi"},{"issue":"12","key":"6_CR54","doi-asserted-by":"publisher","first-page":"2356","DOI":"10.1109\/TVCG.2013.130","volume":"19","author":"R.E. Roth","year":"2013","unstructured":"Roth, R.E.: An empirically-derived taxonomy of interaction primitives for interactive cartography and geovisualization. IEEE Transactions on Visualization and Computer Graphics\u00a019(12), 2356\u20132365 (2013)","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"issue":"8","key":"6_CR55","doi-asserted-by":"publisher","first-page":"57","DOI":"10.1109\/MC.1983.1654471","volume":"16","author":"B. Shneiderman","year":"1983","unstructured":"Shneiderman, B.: Direct manipulation: A step beyond programming languages. IEEE Computer\u00a016(8), 57\u201369 (1983)","journal-title":"IEEE Computer"},{"key":"6_CR56","unstructured":"Shneiderman, B.: The eyes have it: a task by data type taxonomy for information visualizations. In: Proc. Int. Symp. on Visual Languages, pp. 336\u2013343 (1996)"},{"issue":"5","key":"6_CR57","doi-asserted-by":"publisher","first-page":"733","DOI":"10.1109\/TVCG.2006.166","volume":"12","author":"B. Shneiderman","year":"2006","unstructured":"Shneiderman, B., Aris, A.: Network visualization by semantic substrates. IEEE Transactions on Visualization and Computer Graphics\u00a012(5), 733\u2013740 (2006)","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"key":"6_CR58","unstructured":"Shneiderman, B., Plaisant, C.: Designing the User Interface \u2013 Strategies for Effective Human-Computer Interaction, 5th edn. Addison-Wesley (2010)"},{"issue":"5","key":"6_CR59","doi-asserted-by":"publisher","first-page":"82","DOI":"10.1109\/MCSE.2007.106","volume":"9","author":"C. Silva","year":"2007","unstructured":"Silva, C., Freire, J., Callahan, S.: Provenance for visualizations: Reproducibility and beyond. Computing in Science Engineering\u00a09(5), 82\u201389 (2007)","journal-title":"Computing in Science Engineering"},{"key":"6_CR60","doi-asserted-by":"crossref","unstructured":"Smoot, M.E., Ono, K., Ruscheinski, J., Wang, P.L., Ideker, T.: Cytoscape 2.8: new features for data integration and network visualization. Bioinformatics 27(3), 431\u2013432 (2011)","DOI":"10.1093\/bioinformatics\/btq675"},{"key":"6_CR61","first-page":"41","volume-title":"Proceedings of the 9th Annual ACM Symposium on User Interface Software and Technology, UIST 1996","author":"M. Spenke","year":"1996","unstructured":"Spenke, M., Beilken, C., Berlage, T.: FOCUS: the interactive table for product comparison and selection. In: Proceedings of the 9th Annual ACM Symposium on User Interface Software and Technology, UIST 1996, pp. 41\u201350. ACM, New York (1996)"},{"key":"6_CR62","doi-asserted-by":"crossref","unstructured":"Teku\u0161ov\u00e1, T., Kohlhammer, J.: Visual analysis and exploration of complex corporate shareholder networks. In: Proceedings of the SPIE Conference on Visualization and Data Analysis (VDA 2008), p. 68090F. International Society for Optics and Photonics (2008)","DOI":"10.1117\/12.761555"},{"key":"6_CR63","doi-asserted-by":"crossref","unstructured":"Tominski, C., Abello, J., van Ham, F., Schumann, H.: Fisheye tree views and lenses for graph visualization. In: Proceedings of the Internationl Conference on Information Visualization, pp. 17\u201324 (2006)","DOI":"10.1109\/IV.2006.54"},{"issue":"6","key":"6_CR64","doi-asserted-by":"publisher","first-page":"1157","DOI":"10.1109\/TVCG.2008.114","volume":"14","author":"Y. Tu","year":"2008","unstructured":"Tu, Y., Shen, H.W.: Balloon focus: a seamless multi-focus+ context method for treemaps. IEEE Transactions on Visualization and Computer Graphics\u00a014(6), 1157\u20131164 (2008)","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"key":"6_CR65","doi-asserted-by":"crossref","unstructured":"von Landesberger, T., Fiebig, S., Bremm, S., Kuijper, A., Fellner, D.: Interaction taxonomy for tracking of user actions in visual analytics applications. In: Huang, W. (ed.) Handbook of Human-Centric Visualization, pp. 653\u2013670. Springer (2014)","DOI":"10.1007\/978-1-4614-7485-2_26"},{"key":"6_CR66","first-page":"7","volume-title":"Proceedings of EuroVAST","author":"T. von Landesberger","year":"2010","unstructured":"von Landesberger, T., Bremm, S., Bernard, J., Schreck, T.: Smart query definition for content-based search in large sets of graphs. In: Proceedings of EuroVAST, pp. 7\u201312. European Association for Computer Graphics (Eurographics), Eurographics Association, Goslar (2010)"},{"key":"6_CR67","unstructured":"von Landesberger, T., G\u00f6rner, M., Rehner, R., Schreck, T.: A system for interactive visual analysis of large graphs using motifs in graph editing and aggregation. In: Proceedings of the Vision Modeling Visualization Workshop, pp. 331\u2013339 (2009)"},{"issue":"6","key":"6_CR68","doi-asserted-by":"publisher","first-page":"1719","DOI":"10.1111\/j.1467-8659.2011.01898.x","volume":"30","author":"T. von Landesberger","year":"2011","unstructured":"von Landesberger, T., Kuijper, A., Schreck, T., Kohlhammer, J., van Wijk, J., Fekete, J.D., Fellner, D.W.: Visual analysis of large graphs: State-of-the-art and future research challenges. Computer Graphics Forum\u00a030(6), 1719\u20131749 (2011)","journal-title":"Computer Graphics Forum"},{"key":"6_CR69","doi-asserted-by":"crossref","unstructured":"Wattenberg, M.: Visual exploration of multivariate graphs. In: Proceedings of the ACM Conference on Human Factors in Computing Systems, pp. 811\u2013819 (2006)","DOI":"10.1145\/1124772.1124891"},{"key":"6_CR70","doi-asserted-by":"crossref","unstructured":"Weaver, C.: Building highly-coordinated visualizations in Improvise. In: IEEE Symposium on Information Visualization, pp. 159\u2013166 (2004)","DOI":"10.1109\/INFVIS.2004.12"},{"key":"6_CR71","doi-asserted-by":"crossref","unstructured":"Wong, N., Carpendale, S., Greenberg, S.: Edgelens: An interactive method for managing edge congestion in graphs. In: Proceedings of the IEEE Symposium on Information Visualization (InfoVis 2003), pp. 51\u201358. IEEE (2003)","DOI":"10.1109\/INFVIS.2003.1249008"},{"issue":"6","key":"6_CR72","doi-asserted-by":"publisher","first-page":"1224","DOI":"10.1109\/TVCG.2007.70515","volume":"13","author":"J.S. Yi","year":"2006","unstructured":"Yi, J.S., Kang, Y.A., Stasko, J.T., Jacko, J.A.: Toward a deeper understanding of the role of interaction in information visualization. IEEE Transactions on Visualization and Computer Graphics\u00a013(6), 1224\u20131231 (2006)","journal-title":"IEEE Transactions on Visualization and Computer Graphics"}],"container-title":["Lecture Notes in Computer Science","Multivariate Network Visualization"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-06793-3_6","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,2]],"date-time":"2025-05-02T11:07:45Z","timestamp":1746184065000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-06793-3_6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319067926","9783319067933"],"references-count":72,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-06793-3_6","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2014]]}}}