{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,20]],"date-time":"2026-09-20T05:28:55Z","timestamp":1789882135513,"version":"4.0.1"},"publisher-location":"Berlin, Heidelberg","reference-count":35,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783642367625","type":"print"},{"value":"9783642367632","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013]]},"DOI":"10.1007\/978-3-642-36763-2_2","type":"book-chapter","created":{"date-parts":[[2013,2,13]],"date-time":"2013-02-13T22:17:33Z","timestamp":1360793853000},"page":"2-18","source":"Crossref","is-referenced-by-count":15,"title":["Interactive Network Exploration to Derive Insights: Filtering, Clustering, Grouping, and Simplification"],"prefix":"10.1007","author":[{"given":"Ben","family":"Shneiderman","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Cody","family":"Dunne","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","reference":[{"key":"2_CR1","doi-asserted-by":"crossref","unstructured":"Ahlberg, C., Williamson, C., Shneiderman, B.: Dynamic queries for information exploration: an implementation and evaluation. In: CHI 1992: Proc. SIGCHI Conference on Human Factors in Computing Systems, pp. 619\u2013626 (1992), doi:10.1145\/142750.143054","DOI":"10.1145\/142750.143054"},{"key":"2_CR2","doi-asserted-by":"crossref","unstructured":"Bonsignore, E.M., Dunne, C., Rotman, D., Smith, M., Capone, T., Hansen, D.L., Shneiderman, B.: First steps to NetViz Nirvana: Evaluating social network analysis with NodeXL. In: CSE 2009: Proc. 2009 International Conference on Computational Science and Engineering, vol.\u00a04, pp. 332\u2013339 (2009), doi:10.1109\/CSE.2009.120","DOI":"10.1109\/CSE.2009.120"},{"key":"2_CR3","doi-asserted-by":"crossref","unstructured":"Bruls, M., Huizing, K., Van Wijk, J.J.: Squarified Treemaps. In: Proc. Joint Eurographics and IEEE TCVG Symposium on Visualization, pp. 33\u201342 (2000)","DOI":"10.1007\/978-3-7091-6783-0_4"},{"key":"2_CR4","doi-asserted-by":"crossref","first-page":"066111","DOI":"10.1103\/PhysRevE.70.066111","volume":"70","author":"A. Clauset","year":"2004","unstructured":"Clauset, A., Newman, M.E.J., Moore, C.: Finding community structure in very large networks. Physical Review E: Statistical, Nonlinear, and Soft Matter Physics\u00a070, 066111 (2004), doi:10.1103\/PhysRevE.70.066111","journal-title":"Physical Review E: Statistical, Nonlinear, and Soft Matter Physics"},{"issue":"4","key":"2_CR5","doi-asserted-by":"publisher","first-page":"301","DOI":"10.1145\/234535.234538","volume":"15","author":"R. Davidson","year":"1996","unstructured":"Davidson, R., Harel, D.: Drawing graphs nicely using simulated annealing. TOG: ACM Transactions on Graphics\u00a015(4), 301\u2013331 (1996), doi:10.1145\/234535.234538","journal-title":"TOG: ACM Transactions on Graphics"},{"key":"2_CR6","doi-asserted-by":"crossref","unstructured":"Dunne, C., Riche, N.H., Lee, B., Metoyer, R.A., Robertson, G.G.: GraphTrail: Analyzing large multivariate, heterogeneous networks while supporting exploration history. In: CHI 2012: Proc. 2012 International Conference on Human Factors in Computing Systems, pp. 1663\u20131672 (2012), doi:10.1145\/2207676.2208293","DOI":"10.1145\/2207676.2208293"},{"key":"2_CR7","unstructured":"Dunne, C., Shneiderman, B.: Improving graph drawing readability by incorporating readability metrics: A software tool for network analysts. Human-Computer Interaction Lab Tech Report HCIL-2009-13, University of Maryland (2009)"},{"key":"2_CR8","doi-asserted-by":"crossref","unstructured":"Dunne, C., Shneiderman, B.: Motif simplification: Improving network visualization readability with fan and parallel glyphs. Human-Computer Interaction Lab Tech Report HCIL-2012-11, University of Maryland (2012)","DOI":"10.1145\/2470654.2466444"},{"key":"2_CR9","doi-asserted-by":"crossref","unstructured":"Dunne, C., Shneiderman, B., Gove, R., Klavans, J., Dorr, B.: Rapid understanding of scientific paper collections: Integrating statistics, text analytics, and visualization. JASIST: Journal of the American Society for Information Science and Technology (2012)","DOI":"10.1002\/asi.22652"},{"key":"2_CR10","first-page":"149","volume":"42","author":"P. Eades","year":"1984","unstructured":"Eades, P.: A heuristic for graph drawing. CN: Congressus Numerantium\u00a042, 149\u2013160 (1984)","journal-title":"CN: Congressus Numerantium"},{"issue":"11","key":"2_CR11","doi-asserted-by":"publisher","first-page":"1129","DOI":"10.1002\/spe.4380211102","volume":"21","author":"T.M.J. Fruchterman","year":"1991","unstructured":"Fruchterman, T.M.J., Reingold, E.M.: Graph drawing by force-directed placement. SPE: Software: Practice and Experience\u00a021(11), 1129\u20131164 (1991), doi:10.1002\/spe.4380211102","journal-title":"SPE: Software: Practice and Experience"},{"key":"2_CR12","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"206","DOI":"10.1007\/978-3-642-00219-9_20","volume-title":"Graph Drawing","author":"E.R. Gansner","year":"2009","unstructured":"Gansner, E.R., Hu, Y.: Efficient Node Overlap Removal Using a Proximity Stress Model. In: Tollis, I.G., Patrignani, M. (eds.) GD 2008. LNCS, vol.\u00a05417, pp. 206\u2013217. Springer, Heidelberg (2009), doi:10.1007\/978-3-642-00219-9_20"},{"issue":"12","key":"2_CR13","doi-asserted-by":"publisher","first-page":"7821","DOI":"10.1073\/pnas.122653799","volume":"99","author":"M. Girvan","year":"2002","unstructured":"Girvan, M., Newman, M.E.J.: Community structure in social and biological networks. PNAS: Proc. National Academy of Sciences of the United States of America\u00a099(12), 7821\u20137826 (2002), doi:10.1073\/pnas.122653799","journal-title":"PNAS: Proc. National Academy of Sciences of the United States of America"},{"key":"2_CR14","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"235","DOI":"10.1007\/11618058_22","volume-title":"Graph Drawing","author":"S. Hachul","year":"2006","unstructured":"Hachul, S., J\u00fcnger, M.: An Experimental Comparison of Fast Algorithms for Drawing General Large Graphs. In: Healy, P., Nikolov, N.S. (eds.) GD 2005. LNCS, vol.\u00a03843, pp. 235\u2013250. Springer, Heidelberg (2006), doi:10.1007\/11618058_22"},{"key":"2_CR15","doi-asserted-by":"crossref","unstructured":"Hansen, D., Shneiderman, B., Smith, M.: Analyzing social media networks with NodeXL: Insights from a connected world. Morgan Kaufmann (2011)","DOI":"10.1016\/B978-0-12-382229-1.00002-3"},{"issue":"3","key":"2_CR16","doi-asserted-by":"publisher","first-page":"179","DOI":"10.7155\/jgaa.00051","volume":"6","author":"D. Harel","year":"2002","unstructured":"Harel, D., Koren, Y.: A fast multi-scale method for drawing large graphs. JGAA: Journal of Graph Algorithms and Applications\u00a06(3), 179\u2013202 (2002)","journal-title":"JGAA: Journal of Graph Algorithms and Applications"},{"key":"2_CR17","doi-asserted-by":"crossref","unstructured":"Harel, D., Koren, Y.: Drawing graphs with non-uniform vertices. In: AVI 2002: Proc. Working Conference on Advanced Visual Interfaces, pp. 157\u2013166 (2002), doi:10.1145\/1556262.1556288","DOI":"10.1145\/1556262.1556288"},{"key":"2_CR18","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"207","DOI":"10.1007\/3-540-36151-0_20","volume-title":"Graph Drawing","author":"D. Harel","year":"2002","unstructured":"Harel, D., Koren, Y.: Graph Drawing by High-Dimensional Embedding. In: Goodrich, M.T., Kobourov, S.G. (eds.) GD 2002. LNCS, vol.\u00a02528, pp. 207\u2013219. Springer, Heidelberg (2002), doi:10.1007\/3-540-36151-0_20"},{"issue":"5","key":"2_CR19","doi-asserted-by":"publisher","first-page":"741","DOI":"10.1109\/TVCG.2006.147","volume":"12","author":"D. Holten","year":"2006","unstructured":"Holten, D.: Hierarchical edge bundles: visualization of adjacency relations in hierarchical data. TVCG: IEEE Transactions on Visualization and Computer Graphics\u00a012(5), 741\u2013748 (2006), doi:10.1109\/TVCG.2006.147","journal-title":"TVCG: IEEE Transactions on Visualization and Computer Graphics"},{"key":"2_CR20","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"262","DOI":"10.1007\/11618058_24","volume-title":"Graph Drawing","author":"W. Huang","year":"2006","unstructured":"Huang, W., Hong, S.-H., Eades, P.: Layout Effects on Sociogram Perception. In: Healy, P., Nikolov, N.S. (eds.) GD 2005. LNCS, vol.\u00a03843, pp. 262\u2013273. Springer, Heidelberg (2006), doi:10.1007\/11618058_24"},{"issue":"99","key":"2_CR21","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1109\/TVCG.2011.279","volume":"PP","author":"H. Lam","year":"2011","unstructured":"Lam, H., Bertini, E., Isenberg, P., Plaisant, C., Carpendale, S.: Empirical studies in information visualization: Seven scenarios. TVCG: IEEE Transactions on Visualization and Computer Graphics\u00a0PP(99), 1 (2011), doi:10.1109\/TVCG.2011.279","journal-title":"TVCG: IEEE Transactions on Visualization and Computer Graphics"},{"issue":"3","key":"2_CR22","doi-asserted-by":"publisher","first-page":"223","DOI":"10.1016\/S0378-8733(96)00299-7","volume":"19","author":"C. McGrath","year":"1997","unstructured":"McGrath, C., Blythe, J., Krackhardt, D.: The effect of spatial arrangement on judgments and errors in interpreting graphs. SN: Social Networks\u00a019(3), 223\u2013242 (1997), doi:10.1016\/S0378-8733(96)00299-7","journal-title":"SN: Social Networks"},{"issue":"3","key":"2_CR23","doi-asserted-by":"publisher","first-page":"6","DOI":"10.1109\/MCG.2006.70","volume":"26","author":"C. North","year":"2006","unstructured":"North, C.: Toward measuring visualization insight. CGA: IEEE Computer Graphics and Applications\u00a026(3), 6\u20139 (2006), doi:10.1109\/MCG.2006.70","journal-title":"CGA: IEEE Computer Graphics and Applications"},{"key":"2_CR24","doi-asserted-by":"crossref","unstructured":"Perer, A., Shneiderman, B.: Systematic yet flexible discovery: Guiding domain experts through exploratory data analysis. In: IUI 2008: Proc. 13th International Conference on Intelligent User Interfaces, pp. 109\u2013118 (2008), doi:10.1145\/1378773.1378788","DOI":"10.1145\/1378773.1378788"},{"issue":"3","key":"2_CR25","doi-asserted-by":"publisher","first-page":"39","DOI":"10.1109\/MCG.2009.44","volume":"29","author":"A. Perer","year":"2009","unstructured":"Perer, A., Shneiderman, B.: Integrating statistics and visualization for exploratory power: From long-term case studies to design guidelines. CGA: IEEE Computer Graphics and Applications\u00a029(3), 39\u201351 (2009), doi:10.1109\/MCG.2009.44","journal-title":"CGA: IEEE Computer Graphics and Applications"},{"key":"2_CR26","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"136","DOI":"10.1007\/978-3-642-25878-7\\_14","volume-title":"GD 2011","author":"S. Pupyrev","year":"2012","unstructured":"Pupyrev, S., Nachmanson, L., Bereg, S., Holroyd, A.E.: Edge Routing with Ordered Bundles. In: van Kreveld, M., Speckmann, B. (eds.) GD 2011. LNCS, vol.\u00a07034, pp. 136\u2013147. Springer, Heidelberg (2012), doi:10.1007\/978-3-642-25878-7_14"},{"key":"2_CR27","doi-asserted-by":"publisher","first-page":"501","DOI":"10.1006\/jvlc.2002.0232","volume":"13","author":"H.C. Purchase","year":"2002","unstructured":"Purchase, H.C.: Metrics for graph drawing aesthetics. JVLC: Journal of Visual Languages & Computing\u00a013, 501\u2013516 (2002), doi:10.1006\/jvlc.2002.0232","journal-title":"JVLC: Journal of Visual Languages & Computing"},{"key":"2_CR28","doi-asserted-by":"crossref","unstructured":"Rodrigues, E.M., Milic-Frayling, N., Smith, M., Shneiderman, B., Hansen, D.: Group-in-a-Box layout for multi-faceted analysis of communities. In: SocialCom 2011: Proc. 2011 IEEE 3rd International Conference on Social Computing, pp. 354\u2013361 (2011), doi:10.1109\/PASSAT\/SocialCom.2011.139","DOI":"10.1109\/PASSAT\/SocialCom.2011.139"},{"key":"2_CR29","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"17","DOI":"10.1007\/3-540-45650-3_4","volume-title":"Discovery Science","author":"B. Shneiderman","year":"2001","unstructured":"Shneiderman, B.: Inventing Discovery Tools: Combining Information Visualization with Data Mining. In: Jantke, K.P., Shinohara, A. (eds.) DS 2001. LNCS (LNAI), vol.\u00a02226, pp. 17\u201328. Springer, Heidelberg (2001), doi:10.1007\/3-540-45650-3_4"},{"key":"2_CR30","doi-asserted-by":"crossref","unstructured":"Shneiderman, B., Plaisant, C.: Strategies for evaluating information visualization tools: Multi-dimensional in-depth long-term case studies. In: BELIV 2006: Proc. 2006 AVI Workshop on BEyond time and errors: novel evaLuation methods for Information Visualization, pp. 1\u20137 (2006), doi:10.1145\/1168149.1168158","DOI":"10.1145\/1168149.1168158"},{"key":"2_CR31","doi-asserted-by":"crossref","unstructured":"Smith, M., Shneiderman, B., Milic-Frayling, N., Rodrigues, E.M., Barash, V., Dunne, C., Capone, T., Perer, A., Gleave, E.: Analyzing (social media) networks with NodeXL. In: C&T 2009: Proc. Fourth International Conference on Communities and Technologies, pp. 255\u2013264 (2009), doi:10.1145\/1556460.1556497","DOI":"10.1145\/1556460.1556497"},{"key":"2_CR32","doi-asserted-by":"crossref","unstructured":"Sugiyama, K.: Graph drawing and applications for software and knowledge engineers, vol.\u00a011. World Scientific Publishing Company (2002)","DOI":"10.1142\/9789812777898"},{"key":"2_CR33","doi-asserted-by":"crossref","unstructured":"Wakita, K., Tsurumi, T.: Finding community structure in mega-scale social networks: [extended abstract]. In: WWW 2007: Proc. 16th International Conference on World Wide Web, pp. 1275\u20131276 (2007), doi:10.1145\/1242572.1242805","DOI":"10.1145\/1242572.1242805"},{"key":"2_CR34","doi-asserted-by":"crossref","unstructured":"Wattenberg, M.: Visual exploration of multivariate graphs. In: CHI 2006: Proc. SIGCHI Conference on Human Factors in Computing Systems, pp. 811\u2013819 (2006), doi:10.1145\/1124772.1124891","DOI":"10.1145\/1124772.1124891"},{"key":"2_CR35","doi-asserted-by":"crossref","unstructured":"Williamson, C., Shneiderman, B.: The dynamic HomeFinder: evaluating dynamic queries in a real-estate information exploration system. In: SIGIR 1992: Proc. 15th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 338\u2013346 (1992), doi:10.1145\/133160.133216","DOI":"10.1145\/133160.133216"}],"container-title":["Lecture Notes in Computer Science","Graph Drawing"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-36763-2_2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,11]],"date-time":"2019-05-11T02:37:30Z","timestamp":1557542250000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-36763-2_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"ISBN":["9783642367625","9783642367632"],"references-count":35,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-36763-2_2","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013]]}}}