CS 795/895 - Information Visualization
Fall 2011: Thurs 9:30am-12:15pm, E&CS 2120

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Tableau's data visualization software is provided through the Tableau for Teaching program.

Papers Referenced in Lectures

Books

Sep 8, 2011

Table and Graph Design

Perception

  • Colin Ware and J.C. Beatty, Using Color Dimensions to Display Data Dimensions. Human Factors. 30(2), 127-142, 1988.

Sep 15, 2011

Cognition

Multivariate Visual Representations

Sep 22, 2011

Overview+Detail and Focus+Context

  • M. Q. Wang Baldonado, A. Woodruff, A. Kuchinsky, "Guidelines for Using Multiple Views in Information Visualization," Proceedings of AVI 2000, Palermo, Italy, May 2000, pp. 110-119.
  • L. Bartram, A. Ho, J. Dill and F. Henigman, "The Continuous Zoom: A Constrained Fisheye Technique for Viewing and Navigating Large Information Spaces", Proceedings of UIST '95, pp. 207-216, Nov. 1995.
  • B. Bederson, "Fisheye Menus", Proceedings of UIST 2000, San Diego, CA, Nov. 2000, pp. 217-225.
  • B. Bederson, A. Clamage, M. Czerwinski, G. Robertson, DateLens: A fisheye calendar interface for PDAs, ACM Transactions on Computer-Human Interaction, Volume 11 , Number 1, March 2004, pp. 90 - 119.
  • Carpendale, M.S.T., Cowperthwaite, D.J. and Fracchia, F.D., "Extending Distortion Viewing from 2D to 3D", IEEE Computer Graphics & Applications, pp. 42-51, July/Aug. 1997.
  • Carpendale, M.S.T and Montagnese, Catherine, "A Framework for Unifying Presentation Space", Proceedings of UIST 2001, Orlando, FL, Nov. 2001, pp. 61-70.
  • A. Cockburn, A. Karlson, and B. Bederson, "A Review of Overview+Detail, Zooming, and Focus+Context Interfaces", ACM Computing Surveys, Vol. 41, No. 1, Dec. 2008, pp. 2:1-2:31.
  • N. Elmqvist, N. Henry, Y. Riche, J.-D. Fekete. "Melange: Space Folding for Multi-Focus Interaction," Proceedings of ACM CHI 2008, Florence, Italy, April 2008, pp. 1333-1342.
  • George Furnas, "The Fisheye View: A New Look at Structured Files", AT&T BEl Labs Technical Report, 1981.
  • George Furnas, "Generalized Fisheye Views", Proceedings of SIGCHI '86, New York, pp. 16-23, 1986
  • George W. Furnas, "A fisheye follow-up: further reflections on focus + context", Proceedings of ACM CHI 2006, Montreal, Canada, April 2006, pp. 999-1008.
  • Saul Greenberg, Carl Gutwin, Andy Cockburn, "Using Distortion-Oriented Displays to Support Workspace Awareness", Proceedings of the HCI'96 Conference on People and Computers XI, 1996, p.299-314 .
  • Jerding, Dean and Stasko, John, "The Information Mural: A Technique for Displaying and Navigating Large Information Spaces," IEEE Transactions on Visualization and Computer Graphics, Vol. 4, No. 3, July-Sept. 1998, pp 257-271.
  • H. Lieberman, "Powers of Ten Thousand: Navigating in Large Information Spaces", UIST '94, Marina Del Rey, CA, Nov. 1994, pp. 15-16.
  • Leung, Y. and Apperley, M. "A review and taxonomy of distortion-oriented presentation techniques", ACM Transactions on Computer-Human Interaction, Vol. 1, No. 2, June 1994, pp. 126-160.
  • Mackinlay, Robertson, Card, "The Perspective Wall: Detail and Context Smoothly Integrated", Proceedings of ACM CHI 1991
  • Robertson, Mackinlay, Card, "Cone Trees: Animated 3D Visualizations of Hierarchical Information.", Proceedings of ACM CHI 1991
  • Emmanuel Pietriga and Caroline Appert , "Sigma lenses: focus-context transitions combining space, time and translucence", Proceedings of ACM CHI 2008, Florence, Italy, April 2008, pp. 1343-1352.
  • Plaisant, Catherine and Carr, David and Shneiderman, Ben, Image-Browser Taxonomy and Guidelines for Designers, IEEE Software, Vol. 12, No. 2, pp. 21-32, March 1995.
  • Rao, Ramana and Card, Stuart K., "The Table Lens: Merging Graphical and Symbolic Representations in an Interactive Focus+Context Visualization for Tabluar Information", pp. 318-322, Proceedings of the ACM SIGCHI '94 Conference on Human Factors in Computing Systems, Apr. 1992, Boston, MA.
  • Sarkar, M. and Brown, M. H. (1994). "Graphical fisheye views", Communications of the ACM, 37(12):73-84.
  • Spence, R. and Apperly, M.D., "Data Base Navigation: An Office Environment for the Professional", Behavior and Information Technology, Vol.1, No. 1, pp. 43-54, 1982.
  • Ware, C. and Lewis, M. "The DragMag Image Magnifier," ACM SIGCHI'95 Conference Companion, 407-408, 1995.

Sep 29, 2011

Interaction

  • Chris Ahlberg, and Ben Shneiderman (1994). Visual information seeking: Tight coupling of dynamic query filters with starfield displays. In Human Factors in Computing Systems CHI '94 Conference Proceedings, pages 313-317.
  • Beaudouin Lafon, 2004
  • Becker et al, 1987
  • Dang, North, and Shneiderman, Dynamic queries and brushing on choropleth maps, InfoVis 2001.
  • A. Dix and G. Ellis, "Starting Simple - adding value to static visualisation through simple interaction." Proceedings of Advanced Visual Interfaces (AVI) '98, L'Aquila, Italy, May 1998, pp. 124-134.
  • Steve Eick, "Data Visualization Sliders", Proceedings of UIST '94, Marina Del Rey, CA, pp. 119-120, 1994.
  • Fekete, Jean-Daniel and Plaisant, Catherine, "Excentric Labeling: Dynamic Neighborhood Labeling for Data Visualization", Proceedings of the SIGCHI '99 Conference, pp. 512-519, Pittsburgh, PA, 1999.
  • Ken Fishkin and Maureen Stone, "Enhanced dynamic queries via movable filters." Proceedings of ACM CHI '95, 1995, pages 415-420.
  • Jeffrey Heer, Maneesh Agrawala, Wesley Willett, "Generalized selection via interactive query relaxation", Proceedings of ACM CHI 2008, Florence, Italy, April 2008. pp. 959-968.
  • D.A. Keim, “Information Visualization and Visual Data Mining,” IEEE Trans. Visualization and Computer Graphics, vol. 7, no. 1, pp. 1-8,Jan.-Mar. 2002.
  • Qing Li and Chris North, "Empirical Comparison of Dynamic Query Sliders and Brushing Histograms", Proceedings of IEEE 2003 Symposium on Information Visualization, Seattle, WA, Oct. 2003, pp. 147-154.
  • Ben Shneiderman, "Dynamic Queries for Visual Information Seeking", IEEE Software, Vol. 11, No. 6, pp. 70-77, 1994.
  • Greg Smith, Mary Czerwinski, Brian Meyers, Daniel Robbins, George Robertson, Desney Tan, "FacetMap: A Scalable Search and Browse Visualization", IEEE Trans. on Visualization and Computer Graphics, Vol. 12, No. 5, Sept. 2006, pp. 797-804.
  • Robert Spence and Lisa Tweedie, "The Attribute Explorer: information synthesis via exploration", Interacting with Computers, Vol. 11, pp. 137-146, 1998.
  • John Stasko and Eugene Zhang, "Focus+Context Display and Navigation Techniques for Enhancing Radial, Space-Filling Hierarchy Visualizations", InfoVis 2000.
  • Egemen Tanin, Richard Beigel, and Ben Shneiderman, "Design and Evaluation of Incremental Data Structures and Algorithms for Dynamic Query Interfaces", Proceedings of Information Visualization '97, Phoenix, AZ, Oct. 1997, pp. 81-86.
  • Christopher Williamson and Ben Shneiderman, The dynamic HomeFinder: evaluating dynamic queries in a real-estate information exploration system, SIGIR 1992.
  • Ji Soo Yi, Youn ah Kang, John T. Stasko and Julie A. Jacko, Toward a Deeper Understanding of the Role of Interaction in Information Visualization, IEEE Transactions on Visualization and Computer Graphics, Vol. 13, No. 6, November/December 2007, pp. 1224-1231. (slides)

Oct 6, 2011

Storytelling

Systems and Toolkits

  • Chris Weaver, "Building Highly-Coordinated Visualizations in Improvise", Proceedings of IEEE InfoVis '04, Austin, TX, October 2004, pp. 159-166.
  • Chris Stolte, Diane Tang and Pat Hanrahan, "Polaris: A System for Query, Analysis and Visualization of Multi-Dimensional Relational Databases," IEEE Transactions on Visualization and Computer Graphics, Vol. 8, No. 1, Jan-Mar 2002, pp. 52-65. (From InfoVis '00)
  • Fernanda Viegas, Martin Wattenberg, Frank van Ham, Jesse Kriss, and Matthew McKeon, ManyEyes: A Site for Visualization at Internet Scale, IEEE Trans. on Visualization and Computer Graphics, Vol. 13, No. 6, Nov.-Dec. 2007, pp. 1121-1128.
  • Frank van Ham, Martin Wattenberg, Fernanda B. Viégas, Mapping Text with Phrase Nets, Proceedings of IEEE InfoVis 2009, best paper.
  • Martin Wattenberg, Fernanda B. Viégas, The Word Tree: An Interactive Visual Concordance, Proceedings of IEEE InfoVis 2008.
  • Fernanda B. Viégas, Martin Wattenberg, Matt McKeon, Frank van Ham, Jesse Kriss, Harry Potter and the Meat-Filled Freezer: A Case Study of Spontaneous Usage of Visualization Tools, Proceedings of the Hawaii International Conference on System Sciences (HICSS), 2008.
  • Catalina M. Danis, Fernanda B. Viégas, Martin Wattenberg, Jesse Kriss. "Your Place or Mine? Visualization as a Community Component", Proceedings of ACM CHI, 2008.
  • Jeffrey Heer, Fernanda B. Viegas, Martin Wattenberg, "Voyagers and Voyeurs: Supporting Asynchronous Collaborative Information Visualization", Proceedings of ACM CHI 2007, San Jose, CA, April 2007, pp. 1029-1038.
  • Jean-Daniel Fekete, "The InfoVis Toolkit", Proceedings of InfoVis '04, Austin, TX, Oct. 2004, pp. 167-174.
  • Jeffrey Heer, Stuart K. Card, James A. Landay, "prefuse: a toolkit for interactive information visualization", Proceedings of ACM CHI '05, Portland, OR, April 2005, pp. 421-430.
  • Michael Bostock and Jeffrey Heer, "Protovis: A Graphical Toolkit for Visualization", IEEE Trans. on Visualization and Computer Graphics, Vol. 15, No. 6, Nov.-Dec. 2009, pp. 1121-1128.
  • Jeffrey Heer and Michael Bostock, "Declarative Language Design for Interactive Visualization", IEEE Transactions on Visualization and Computer Graphics (Proc. InfoVis '10), Oct 2010.
  • Michael Bostock, Vadim Ogievetsky, Jeffrey Heer, "D3: Data-Driven Documents", IEEE Transactions on Visualization and Computer Graphics (Proc. InfoVis '11), Oct 2011.
  • Bederson, B. B., Grosjean, J., & Meyer, J. "Toolkit Design for Interactive Structured Graphics", IEEE Transactions on Software Engineering, 30 (8), pp. 535-546, 2004.

Nov 3, 2011

Hierarchies

Node-Link

  • Luc Beaudoin, Marc-Antoine Parent, Louis C. Vroomen, "Cheops: A Compact Explorer For Complex Hierarchies ", Proceedings of IEEE Visualization '96, San Francisco, CA, pp. 87-92, Oct. 1996.
  • ASSIGNED: Stuart Card and David Nation, Degree-of-Interest Trees: A Component of an Attention-Reactive User Interface, Proceedings of AVI 2002, Trento, Italy, May 2002, pp. 231-245.
  • G. W. Furnas and J. Zacks, "Multitrees: Enriching and reusing hierarchical structures." Human Factors in Computing Systems CHI '94 Conference Proceedings, pages 330-336, April 1994.
  • Jeff Heer and Stuart Card, "DOITrees revisited: Scalable, Space-constrained Visualization of Hierarchical Data", Proceedings of AVI 2004, Lecce, Italy, May 2004, pp. 421-424.
  • John Lamping and Ramana Rao, "The Hyperbolic Browser: A Focus + Context Techniquues for Visualizing Large Hierarchies", Journal of Visual Languages and Computing, Mar. 1996, vol. 7, no. 1, pp. 33--55.
  • Martin Graham and Jessie Kennedy, "Exploring Multiple Trees through DAG Representations," IEEE Transactions on Visualization and Computer Graphics, Vol. 13, No. 6, Nov.-Dec. 2007, pp. 1294-1301.
  • Bongshin Lee, Cynthia Sims Parr, Catherine Plaisant, Benjamin B. Bederson, Vladislav D. Veksler, Wayne D. Gray, and Christopher Kotfila, "TreePlus: Interactive Exploration of Networks with Enhanced Tree Layouts," IEEE Transactions on Visualization and Computer Graphics, Vol. 12, No. 6, pp. 1414-1426.
  • Tamara Munzner, "Exploring Large Graphs in 3-D Hyperbolic Space", IEEE Computer Graphics & Applications, Vol. 18, No. 4, Jul/Aug. 1998, pp. 18-23.
  • Tamara Munzner, Francois Guimbretiere, Serdar Tasiran, Li Zhang, and Yunhong Zhou, "TreeJuxtaposer: Scalable Tree Comparison using Focus+Context with Guaranteed Visibility," Proceedings of SIGGRAPH 2003, 2003.
  • Quang Vinh Nguyen and Mao Lin Huang, "Space-optimized tree: a connection + enclosure approach for the visualization of large hierarchies", Information Visualization, Vol. 2, No. 1, March 2003, pp. 3-15. (From InfoVis '02)
  • Quang Vinh Nguyen and Mao Lin Huang, "EncCon: an approach to constructing interactive visualization of large hierarchical data," Information Visualization, Vol. 4, No. 1, Spring 2005, pp. 1-21.
  • Catherine Plaisant, Jesse Grosjean, and Ben Bederson, "SpaceTree: Design Evolution of a Node Link Tree Browser", Proceedings of IEEE Information Visualization '02, Boston, MA, Oct. 2002, pp. 57-64.
  • George G. Robertson, Stuart K. Card, and Jock D. Mackinlay, "Information Visualization Using 3D Interactive Animation", Communications of the ACM, vol. 36, no. 4, Apr. 1993, pp. 57-71.
  • Robertson, G., Card, S., and Mackinlay, J., "Cone Trees: Animated 3D Visualizations of Hierarchical Information," Proceedings of CHI '91, pp. 189-202.
  • Hongzhi Song, Edwin P Curran, & Roy Sterritt, "Multiple foci visualisation of large hierarchies with FlexTree", Information Visualization, Vol. 3, No. 1, Spring 2004, pp. 19-35.

Space-Filling

  • Keith Andrews and Helmut Heidegger, "Information Slices: Visualising and Exploring Large Hierarchies using Cascading, Semi-Circular Discs", IEEE Information Visualization Symposium 1998 -- Late Breaking Hot Topics Procs., Raleigh Durham, NC, pp. 9-12, Oct. 1998.
  • M.J. Baker and S.G. Eick, "Space-Filling Software Visualization", Journal of Visual Languages and Computing, Vol. 6, No. 2, June 1995, pp. 119-133.
  • M. Balzer and O. Deussen, "Voronoi Treemaps", Proceedings of IEEE InfoVis '05, Minneapolis, MN, Oct. 2005, pp. 49-56.
  • Ben Bederson, "PhotoMesa: A Zoomable Image Browser Using Quantum Treemaps and Bubblemaps", Proceedings of UIST 2001, Orlando, FL, Nov. 2001, pp. 71-80.
  • B.B. Bederson, B. Shneiderman, and M. Wattenberg, Ordered and Quantum Treemaps: Making Effective Use of 2D Space to Display Hierarchies, ACM Transactions on Graphics (TOG), 21, (4), October 2002, 833-854.
  • Renaud Blanch , Eric Lecolinet, Browsing Zoomable Treemaps: Structure-Aware Multi-Scale Navigation Techniques, IEEE Transactions on Visualization and Computer Graphics, Vol. 13 No. 6, Nov-Dec 2007, pp. 1248-1253.
  • Bruls, D.M., C. Huizing, J.J. van Wijk. "Squarified Treemaps", Proceedings of EuroGraphics 2000, pp. 33-42.
  • Mei C. Chuah, "Dynamic aggregation with circular visual designs", Proceedings of IEEE InfoVis '98, Raleigh-Durham, NC, Oct. 1998, pp. 35-43.
  • Christoph Csallner, Marcus Handte, Othmar Lehmann, and John Stasko, "FundExplorer: Supporting the Diversification of Mutual Fund Portfolios using Context Treemaps", Proceedings of IEEE 2003 Symposium on Information Visualization, Seattle, WA, Oct. 2003, pp. 203-208.
  • Peter Demian , Renate Fruchter, "Finding and understanding reusable designs from large hierarchical repositories," Information Visualization, Vol. 5, No. 1, Spring 2006, pp.28-46.
  • G.M. Draper, Y. Livnat, and R.F. Riesenfeld, "A Survey of Radial Methods for Information Visualization", IEEE Trans. on Visualization and Computer Graphics, Vol. 15, No. 5, Sept/Oct 2009, pp. 759-776.
  • L. Jin and D. Banks, "TennisViewer: A Browser for Competition Trees", IEEE Computer Graphics and Applications, Jul/Aug 1997, pp. 63-65.
  • ASSIGNED: Brian Johnson and Ben Shneiderman, Tree-maps: A Space Filling Approach to the Visualization of Hierarchical Information Structures, Proceedings of the IEEE Visualization '91, Oct. 1991, San Diego, CA, pp. 284-291.
  • Hao Lu and James Fogarty, "Cascaded treemaps: examining the visibility and stability of structure in treemaps", Proceedings of Graphics Interface, Windsor, Ontario, May 2008, pp. 259-266.
  • Quang Vinh Nguyen & Mao Lin Huang, "EncCon: an approach to constructing interactive visualization of large hierarchical data", Information Visualization, Vol. 4, No. 1, Spring 2005, pp. 1-21.
  • Ben Shneiderman and Martin Wattenberg, "Ordered Treemap Layouts", Proceedings of Information Visualization 2001, San Diego, CA, Oct. 2001, pp. 73-78.
  • John Stasko and Eugene Zhang, "Focus+Context Display and Navigation Techniques for Enhancing Radial, Space-Filling Hierarchy Visualizations", Proceedings of the '00 IEEE Symposium on Information Visualization, Salt Lake City, UT, pp. 57-65, Oct. 2000.
  • John Stasko, Richard Catrambone, Mark Guzdial, and Kevin McDonald, "An Evaluation of Space-Filling Information Visualizations for Depicting Hierarchical Structures", International Journal of Human-Computer Studies, Vol. 53, No. 5, November 2000, pp. 663-694.
  • Jarke van Wijk and Huub van de Wetering, "Cushion Treemaps: Visualization of Hierarchical Information", Proceedings of the '99 IEEE Symposium on Information Visualization, San Francisco, CA, pp. 73-78, Nov. 1999.
  • R. Vliegen, J.J. van Wijk, and E. van der Linden, "Visualizing Business Data with Generalized Treemaps", IEEE Transactions on Visualization and Computer Graphics, Vol. 12, No. 5, September-October 2006, pp. 789-796.
  • Weixin Wang, Hui Wang, Guozhong Dai, Hongan Wang, "Visualization of large hierarchical data by circle packing", Proceedings of ACM CHI '06, Montreal, Canada, April 2006, pp. 517-520.
  • Martin Wattenberg, "Visualizing the Stock Market", SICGHI '99 Extended Abstracts Proceedings, Pittsburgh, PA, pp. 188-189, May 1999.
  • Martin Wattenberg, "A note on space-filling visualizations and space-filling curves,", Proceedings of IEEE InfoVis '05, Minneapolis, MN, Oct. 2005, pp. 181- 186.
  • Jing Yang, Matthew Ward, and Elke Rudensteiner, Anilkumar Patro, "InterRing: a visual interface for navigating and manipulating hierarchies", Information Visualization, Vol. 2, No. 1, March 2003, pp. 16-30. (From InfoVis '02).
  • Shengdong Zhao, Michael McGuffin, and Mark Chignell, "Elastic Hierarchies: Combining Treemaps and Node-Link Diagrams", Proceedings of IEEE InfoVis '05, Minneapolis, MN, Oct. 2005, pp. 57-64.

Nov 10, 2011

Graphs and Networks

  • D. Archambault, T. Munzner, D. Auber, "TopoLayout: Multilevel Graph Layout by Topological Features", IEEE Trans. on Visualization and Computer Graphics, Vol. 13, No. 2, Mar.-Apr. 2007, pp. 305-317.
  • Aleks Aris and Ben Shneiderman, "Designing semantic substrates for visual network exploration", Information Visualization, Vol. 6, No. 4, Winter 2007, pp. 281-300.
  • Becker, R.A., Eick, S.G. and Wilks, A.R., "Visualizing Network Data", IEEE Transactions on Visualization and Computer Graphics, Vol. 1, No. 1, 1995, pp. 16-28.
  • Anastasia Bezerianos, Pierre Dragicevic, Jean-Daniel Fekete, Juhee Bae, and Ben Watson, "GeneaQuilts: A System for Exploring Large Genealogies", IEEE Transactions on Visualization and Computer Graphics, Vol. 16, No. 6, Nov/Dec 2010 (InfoVis 2010).
  • Elizabeth M. Bonsignore, Cody Dunne, Dana Rotman, Marc Smith, Tony Capone, Derek L. Hansen, Ben Shneiderman, "First Steps to Netviz Nirvana: Evaluating Social Network Analysis with NodeXL," IEEE International Conference on Computational Science and Engineering, pp. 332-339, 2009.
  • S. Eick and G. Wills, "Navigating Large networks with hierarchies", Proceedings of IEEE Visualization '93, San Jose, CA, 1993, pp. 204-210.
  • E. Gansner, Y. Hu, S. Kobourov, "Visualizing Graphs and Clusters as Maps", IEEE Computer Graphics & Applications, Nov/Dec 2010, pp. 54-66.
  • Mohammad Ghoniem, Jean-Daniel Fekete, and Philippe Castagliola, "On the readability of graphs using node-link and matrix-based representations: a controlled experiment and statistical analysis" Information Visualization, Vol. 4, No. 2, Summer 2005, pp. 114-135. (From InfoVis '04).
  • Jeffrey Heer and Danah Boyd, "Vizster: Visualizing Online Social Networks", IEEE Information Visualization (InfoVis), 32–39, 2005.
  • N. Henry and J.-D. Fekete, "MatrixExplorer: a Dual-Representation System to Explore Social Networks," IEEE Trans. on Visualization and Computer Graphics, Vol. 12, No. 5, Sep.-Oct. 2006, pp. 677-684.
  • N. Henry, J.-D. Fekete, and Michael McGuffin, "NodeTrix: a Hybrid Visualization of Social Networks", IEEE Trans. on Visualization and Computer Graphics, Vol. 13, No. 6, Nov.-Dec. 2007, pp. 1302-1309.
  • I. Herman, G. Melancon and M. Marshall, "Graph Visualization and Navigation in Information Visualization: A Survey", IEEE Transactions on Visualization and Computer Graphics, Vol. 6, No. 1, Jan-Mar 2000, pp. 24-43.
  • Danny Holten, "Hierarchical edge bundles: Visualization of adjacency relations in hierarchical data," IEEE Trans. on Visualization and Computer Graphics, Vol. 12, No. 5, Sep.-Oct. 2006, pp. 741-748.
  • T.J. Jankun-Kelly and Kwan-Liu Ma, "MoireGraphs: Radial Focus+context Visualization and Interaction for Graphcs with Visual Nodes", Proceedings of IEEE 2003 Symposium on Information Visualization, Seattle, WA, Oct. 2003, pp. 59-66.
  • ASSIGNED: A. Perer, B. Shneiderman, Balancing Systematic and Flexible Exploration of Social Networks, IEEE Trans. on Visualization and Computer Graphics, Vol. 12, No. 5, Sep.-Oct. 2006, pp. 693-700.
  • Purchase, H.C. Which aesthetic has the greatest effect on human understanding? Vol. 1353, Graph Drawing Conference: LNCS, Springer Verlag; 1997. p. 248-261.
  • ASSIGNED: David Selassie, Brandon Heller, and Jeffrey Heer, Divided Edge Bundling for Directional Network Data, IEEE Trans. on Visualization and Computer Graphics, Vol. 17, No. 12, Dec 2011, pp. 2354-2363 (InfoVis 2011)
  • B. Shneiderman, A. Aris, "Network Visualization by Semantic Substrates," IEEE Trans. on Visualization and Computer Graphics, Vol. 12, No. 5, Oct.-Nov. 2006, pp. 733-740.
  • 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", Proceedings of the International Conference on Communities and Technologies (C&T), 2009.
  • Frank van Ham and Adam Perer, "Search, Show Context, Expand on Demand: Supporting Large Graph exploration with Degree-of-Interest", IEEE Trans. on Visualization and Computer Graphics, Vol. 15, No. 6, Nov.-Dec. 2009, pp. 953-960.
  • Frank van Ham, Bernice Rogowitz, "Perceptual Organization in User-Generated Graph Layouts", IEEE InfoVis 2008.
  • Colin Ware, Helen Purchase, Linda Colpoys, and Matthew McGill, "Cognitive Measurements of Graph Aesthetics", Information Visualization, Vol. 1, No. 2, June 2002, pp. 103-110.
  • Martin Wattenberg, "Visual exploration of multivariate graphs," Proceedings of ACM CHI '06, Montreal, Canada, April 2006, pp. 811-819.
  • Wills, G. J. (1997) NicheWorks - Interactive Visualization of Very Large Graphs. Proceedings of Graph Drawing '97 , Springer Verlag, 1997.
  • Nelson Wong, Sheelagh Carpendale, Saul Greenberg, "EdgeLens: An Interactive Method for Managing Edge Congestion in Graphs", Proceedings of InfoVis '03, Seattle, WA, Oct. 2003,, pp 51-58.
  • P.C. Wong, H. Foote, G. Chin, P. Mackey, K. Perrine, "Graph Signatures for Visual Analytics", IEEE Trans. on Visualization and Computer Graphics, Vol. 12, No. 6, Nov.-Dec. 2006, pp. 1399-1413.
  • Pak Chung Wong, Harlan Foote, Patrick Mackey, George Chin, Heidi Sofia and Jim Thomas, "A dynamic multiscale magnifying tool for exploring large sparse graphs", Information Visualization, Vol. 7, No. 2, Summer 2008, pp. 105-117.
  • Ka-Ping Yee, Danyel Fisher, Rachna Dhamija, and Marti Hearst, "Animated Exploration of Dynamic Graphs with Radial Layout", Proccedings of Information Visualization 2001, San Diego, CA, Oct. 2001, pp. 43-50.

Nov 17, 2011

Text and Documents

  • Nan Cao, Jimeng Sun, Yu-Ru Lin, David Gotz, Shixia Liu and Huamin Qu, "FacetAtlas: Multifacet Visualization for Rich Text Corpora", IEEE Transactions on Visualization and Computer Graphics, Vol. 16, No. 6, Nov-Dec 2010, pp. 1172-1181.
  • E. Clarkson, K. Desai, and J. Foley, "ResultMaps: Visualization for Search Interfaces." In IEEE Transactions on Visualization and Computer Graphics 15(6). (Proceedings IEEE InfoVis 2009), pp. 1057-11064.
  • C. Collins, F.B. Viegas, and M. Wattenberg, "Parallel Tag Clouds to Explore Faceted Text Corpora." Proc. of the IEEE Symposium on Visual Analytics Science and Technology (VAST '09), October 2009, pp. 91-98.
  • C. Collins, S. Carpendale, Sheelagh and G. Penn, "DocuBurst: Visualizing Document Content using Language Structure." Computer Graphics Forum (Proceedings of Eurographics/IEEE-VGTC Symposium on Visualization (EuroVis '09)), Vol. 28, No. 3, June 2009, pp. 1039-1046.
  • W. Cui, Y. Wu, S. Liu, F. Wei, M. Zhou, H. Qu, "Context-Preserving, Dynamic Word Cloud Visualization", IEEE Computer Graphics & Applications, Nov/Dec 2010, pp. 42-53.
  • Anthony Don, Elena Zheleva, Machon Gregory, Sureyya Tarkan, Loretta Auvil, Tanya Clement, Ben Shneiderman, and Catherine Plaisant. "Discovering interesting usage patterns in text collections: integrating text mining with visualization." In Proceedings of the sixteenth ACM conference on Conference on information and knowledge management (CIKM '07), Nov. 2007, pp. 213-222.
  • Stephen G. Eick. "Graphically displaying text." Journal of Computational and Graphical Statistics, Vol. 3, No. 2, June 1994, pp. 127-142.
  • Susan Havre, Beth Hetzler, and Lucy Nowell, "ThemeRiver: Visualizing Theme Changes over Time", Proceedings of the 2000 IEEE Information Visualization Symposium, Salt Lake City, Oct. 2000, pp. 115-123.
  • Susan Havre, Elizabeth Hetzler, Ken Perrine, Elizabeth Jurrus, and Nancy Miller, "Interactive Visualization of Multiple Query Results", Proceedings of the 2001 IEEE Information Visualization Symposium, San Diego, CA, Oct. 2001, pp. 105-112.
  • Hearst, M., "Tilebars: Visualization of Term Distribution Information in Full-Text Information Access," Proceedings of the SIGCHI '95 Conference, Denver, CO, May 1995, pp. 59-66.
  • Marti A. Hearst and Daniela Rosner, "Tag Clouds: Data Analysis Tool or Social Signaller?," Proceedings of the 41st Annual Hawaii International Conference on System Sciences (HICSS 2008), Jan. 2008, p. 160.
  • Hyunmo Kang, Catherine Plaisant, Bongshin Lee and Benjamin B Bederson, "NetLens: iterative exploration of content-actor network data," Information Visualization, Vol. 6, No. 1, Spring 2008, pp. 18-31.
  • ASSIGNED: Daniel A. Keim and Daneila Oelke, Literature Fingerprinting: A New Method for Visual Literary Analysis, Proceedings of IEEE VAST 2007, Sacramento, CA, Oct. 2007, pp. 115-122.
  • Shreeharsh Kelkar, Ajita John, and Doree Duncan Seligmann, "Visualizing Search Results as Web Conversations", Proceedings of WWW 2009.
  • Kyle Koh, Bongshin Lee, Bohyoung Kim, Jinwook Seo, "ManiWordle: Providing Flexible Control over Wordle," IEEE Transactions on Visualization and Computer Graphics, November/December, 2010, pp. 1190-1197.
  • Bongshin Lee, Mary Czerwinski, George Robertson, and Ben Bederson, "Understanding Research Trends in Conferences using PaperLens", Proceedings of CHI '05 Late Breaking Results: Short Papers, Portland, OR, April 2005, pp. 1969-1972.
  • Lin, X. Visualization for the Document Space. Proceedings of IEEE Visualization '92, Boston, October 21-23, 1992, pp 274-281.
  • Shixia Liu, Michelle X. Zhou, Shimei Pan, Weihong Qian, Weijia Cai, Xiaoxiao Lian. "Interactive, Topic-based Visual Text Summarization and Analysis" Proceedings of CIKM 2009, Nov. 2009, pp. 543-552.
  • Nguyen, T.N. and Zhang, J., "A Novel Visualization Model for Web Search Results", IEEE Transactions on Visualization and Computer Graphics, Sept.-Oct. 2006.
  • Joseph D Novak and Alberto J Canas, "The origins of the concept mapping tool and the continuing evolution of the tool ", Information Visualization, Vol. 5, No. 3, Autumn 2006, pp. 175-184.
  • D. Oelke, D. Spretke, A. Stoffel and D. A. Keim. "Visual Readability Analysis: How to make your writings easier to read." In Proceedings of IEEE Conference on Visual Analytics Science and Technology (VAST '10), 2010, pp. 123-130.
  • Olsen, K. A., Korfhage, R. R., Sochats, K. M., Spring, M. B., Williams, J. G., "Visualization of a Document Collection: The Vibe System." Information Processing & Management 29 (1), 1993, pp. 69-81.
  • Brad Paley, "TextArc: Showing Word Frequency and Distribution in Text", InfoVis 2002 poster.
  • Rennsion, Earl, "Galaxy of News: An Approach to Visualizing and Understanding Expansive News Landscapes", Proceedings of the 1994 ACM Symposium on User Interface Software and Technology, Marina del Rey, CA, pp. 3-12, Nov. 1994.
  • A. W. Rivadeneira, Daniel M. Gruen, Michael J. Muller, and David R. Millen. "Getting our head in the clouds: Toward evaluation studies of tagclouds". Proceedings of the SIGCHI, 2007, pp. 995-998
  • Robertson, George G. and Mackinlay, Jock D., "The Document Lens", Proceedings of the 1993 ACM Symposium on User Interface Software and Technology (UIST '93), Atlanta, GA, pp. 101-108, Nov. 1993.
  • Salton, G., Allan, J., Buckley, C. and Singhal, A., "Automatic Analysis, Theme Generation and Summarization of Machine-Readable Text", Science, Vol. 264, No. 3, pp. 1421-1426, 1995.
  • Greg Smith, Mary Czerwinski, Brian Meyers, Daniel Robbins, George Robertson, Desney S. Tan "FacetMap: A Scalable Search and Browse Visualization", IEEE Trans. on Visualization and Computer Graphics, Vol. 12, No. 5, Sep.-Oct. 2006, pp. 797-804.
  • Spoerri, A. "RankSpiral: Toward Enhancing Search Visualizations". Proceedings of InfoVis, poster, October 2004. p. 18.
  • John Stasko, Carsten Görg, and Zhicheng Liu, “Jigsaw: Supporting Investigative Analysis through Interactive Visualization”, Information Visualization, Vol. 7, No. 2, Summer 2008, pp. 118-132.
  • Hendrick Strobelt, Daniela Oelke, Christian Rohrdantz, Andreas Stoffel, Daniel A. Keim, and Oliver Deussen, "Document Cards: A Top Trumps Visualization for Documents", IEEE Trans. on Visualization and Computer Graphics, Vol. 15, No. 6, Nov.-Dec. 2009, pp. 1145-1152.
  • Frank van Ham, Martin Wattenberg, Fernanda Viegas, "Mapping Text with Phrase Nets", IEEE Trans. on Visualization and Computer Graphics, Vol. 15, No. 6, Nov.-Dec. 2009, pp. 1169-1176.
  • Fernanda Viegas, Martin Wattenberg, "Tag Clouds and the Case for Vernacular Visualization", Interactions, Vol. 15, No. 4, Jul-Aug 2008, pp. 49-52.
  • Fernanda Viegas, Martin Wattenberg, Jonathan Feinberg, "Participatory Visualization with Wordle", IEEE Trans. on Visualization and Computer Graphics, Vol. 15, No. 6, Nov.-Dec. 2009, pp. 1137-1144.
  • ASSIGNED: Martin Wattenberg, Fernanda Viegas, The Word Tree, an Interactive Visual Concordance, IEEE Trans. on Visualization and Computer Graphics, Vol. 14, No. 6, Nov.-Dec. 2008, pp. 1245-1252. (InfoVis 2008)
  • Wise, James et al, "Visualizing the Non-Visual: spatial analysis and interaction with information from text documents," Proceedings of the Information Visualization '95 Conference, Atlanta, GA, Oct. 1995, pp. 51-58.
  • Zellweger, Polle, Chang, Bay-Wei, and Mackinlay, Jock, "Fluid Links for Informed and Incremental Link Transitions", Proceedings of Hypertext '98, Pittsburgh, PA, June 1998, pp. 50-57.

Dec 1, 2011

Time Series

  • Wolfgang Muller and Heidrun Schumann. "Visualization for modeling and simulation: visualization methods for time-dependent data - an overview", Proceedings of the Winter Simulation Conference, 2003, pp. 737-745.
  • W. Aigner, S. Miksch, W. Muller, H. Schumann, C. Tominski, Visual Methods for Analyzing Time-Oriented Data, IEEE Transactions on Visualization and Computer Graphics, , vol.14, no.1, pp.47-60, Jan.-Feb. 2008
  • ASSIGNED: W. Aigner, A. Bertone, S. Miksch, C. Tominski, H. Schumann, Towards a conceptual framework for visual analytics of time and time-oriented data, Proceedings of the Winter Simulation Conference, pp.721-729, Dec. 2007, doi: 10.1109/WSC.2007.4419666
  • Mackinlay, J. D., Robertson, G. G. and DeLine, R, Developing Calendar Visualizers for the Information Visualizer, Proceedings of ACM Symposium on User Interface Software and Technology 1994, pp. 109-118.
  • Catherine Plaisant, Brett Milash, Anne Rose, Seth Widoff, and Ben Shneiderman, "LifeLines: Visualizing Personal Histories." Proceedings of ACM Conference on Human Factors in Computing Systems (CHI'96), 1996, pp 221-227.
  • Taowei David Wang, Catherine Plaisant, Alexander J. Quinn, Roman Stanchak, Shawn Murphy, Ben Shneiderman , "Aligning temporal data by sentinel events: discovering patterns in electronic health records", Proceedings of ACM CHI 2008, Florence, Italy, April 2008, pp. 457-466.
  • Jarke J. van Wijk and Edward R. van Selow, "Cluster and Calendar based Visualization of Time Series Data", Proceedings of Information Visualization '99, San Francisco, CA, Oct. 1999, pp. 4-9.
  • Susan Havre, Beth Hetzler, and Lucy Nowell, "ThemeRiver: Visualizing Theme Changes over Time", Proceedings of the 2000 IEEE Information Visualization Symposium, Salt Lake City, Oct. 2000, pp. 115-123.
  • Lee Byron, Martin Wattenberg, "Stacked Graphs - Geometry & Aesthetics", IEEE Trans. on Visualization and Computer Graphics, Vol. 14, No. 6, Nov.-Dec. 2008, pp. 1245-1252.
  • Fernanda B. Viegas, Martin Wattenberg, and Kushal Dave. "Studying cooperation and conflict between authors with history flow visualizations", Proceedings of the ACM SIGCHI, 2004.
  • T. Takada & H. Koike, "MieLog: A Highly Interactive Visual Log Browser Using Information Visualization and Statistical Analysis", Proceedings of LISA '02, (USENIX Assoc.), 2002, pp. 133-144.
  • Peter McLachlan, Tamara Munzner, Eleftherios Koutsofios, and Stephen North, "LiveRAC: interactive visual exploration of system management time-series data," Proceedings of ACM CHI 2008, Florence, Italy, April 2008, pp. 1483-1492.
  • Hochheiser, H., Shneiderman, B. Visual Specification of Queries for Finding Patterns in Time-Series Data Proceedings Discovery Science 2001, University of Maryland, Computer Science Dept. Technical Report #CS-TR-4326. UMIACS-TR-2001-25.
  • Harry Hochheiser and Ben Shneiderman. "Dynamic query tools for time series data sets: Timebox widgets for interactive exploration," Information Visualization, Vol. 3, No. 1, Spring 2004, pp. 1-18.
  • Wattenberg, M., "Sketching a Graph to Query a Time-Series Database", CHI 2001 Extended Abstracts, April 2001, Seattle, WA, pp. 381-382.
  • J. Carlis and J. Konstan, "Interactive Visualization of Serial Periodic Data", Proceedings of UIST '98, San Francisco, CA, Nov. 1998, pp. 29-38.
  • Thomas Kapler and William Wright, "GeoTime Information Visualization", Information Visualization, Vol. 4, No. 2, Summer 2005, pp. 136-146. (From InfoVis '04).

WWW

  • Mukherjea, S. and J. Foley, "Visualizing the World-Wide Web with the Navigational View Builder", Computer Networks and ISDN Systems, Special Issue on the Third International World-Wide Web Conference, 27 (6), April 1995, pp. 1075–1087, http://www.elsevier.nl
  • Ed H. Chi, James Pitkow, Jock Mackinlay, Peter Pirolli, Rich Gossweiler, and Stuart K. Card. "Visualizing the evolution of Web ecologies". In Proceedings ACM SIGCHI, 1998, http://dx.doi.org/10.1145/274644.274699
  • Brainerd, J.; Becker, B.; , "Case study: e-commerce clickstream visualization," Proceedings of InfoVis, 2001.
  • Zhicheng Liu, Bongshin Lee, Srikanth Kandula, Ratul Mahajan, "NetClinic: Interactive Visualization to Enhance Automated Fault Diagnosis in Enterprise Networks", Proceedings of IEEE VAST, 2010.
  • Weijia Xu, Maria Esteva, Suyog Dutt Jain, Varun Jain, "Analysis of Large Digital Collections with Interactive Visualization", Proceedings of IEEE VAST, 2011.
  • Marian Dork, Sheelagh Carpendale, Chris Collins and Carey Williamson, "VisGets: Coordinated Visualizations for Web-based Information Exploration and Discovery," IEEE Transactions on Visualization and Computer Graphics, Vol. 14, No. 6, November/December 2008, (InfoVis 2008), pp. 1205-1212.
  • A. Jatowt, Y. Kawai, S. Nakamura, Y. Kidawara, and K. Tanaka. Journey to the past: proposal of a framework for past web browser. In HYPERTEXT ’06: Proceedings of the seventeenth conference on Hypertext and hypermedia, pages 135–144, 2006.
  • Adam Jatowt, Yukiko Kawai, and Katsumi Tanaka: Page History Explorer: Visualizing and Comparing Page Histories, IEICE Transactions on Information and Systems, Special Issue on Data Engineering (to appear)
  • ASSIGNED: E. Adar, M. Dontcheva, J. Fogerty, D. Weld, "Zoetrope: Interacting with the Ephemeral Web", Proceedings of UIST, 2008.
  • Spaniol, M., Mazeika, A., Denev, D. and Weikum, G., "Catch me if you can: Visual Analysis of Coherence Defects in Web Archiving," In Proceedings of the 9th International Web Archiving Workshop (IWAW 2009). Corfu, Greece, October 2009.
  • Stuart K. Card, George G. Robertson, and William York. "The WebBook and the Web Forager: an information workspace for the World-Wide Web", In Proceedings of ACM SIGCHI, 1996, http://doi.acm.org/10.1145/238386.238446
  • George Robertson, Mary Czerwinski, Kevin Larson, Daniel C. Robbins, David Thiel, and Maarten van Dantzich. "Data mountain: using spatial memory for document management". In Proceedings of ACM Symposium on User interface software and technology (UIST), http://doi.acm.org/10.1145/288392.288596

Dec 8, 2011

Big Data

  • Wise, J.A.; Thomas, J.J.; Pennock, K.; Lantrip, D.; Pottier, M.; Schur, A.; Crow, V.; , "Visualizing the non-visual: spatial analysis and interaction with information from text documents," Proceedings of Information Visualization, 1995.
    doi: 10.1109/INFVIS.1995.528686
  • D.A. Keim, “Information Visualization and Visual Data Mining,” IEEE Trans. Visualization and Computer Graphics, vol. 7, no. 1, pp. 1-8, Jan.-Mar. 2002.
  • Levkowitz, H.; , "Color icons-merging color and texture perception for integrated visualization of multiple parameters," Proceedings of IEEE Visualization, 1991.
    doi: 10.1109/VISUAL.1991.175795
  • Keim, D.A. and Kriegel, H.-P., "VisDB: Database Exploration Using Multidimensional Visualization", IEEE Computer Graphics & Applications, pp. 40-49, Sept. 1994.
  • Daniel Keim, Ming Hao, Umesh Dayal, and Meichun Hsu, "Pixel Bar Charts: A visualization technique for very large multi-attribute data sets", Information Visualization, Vol. 1, No. 1, March 2002, pp. 20-34.
  • ASSIGNED: Jing Yang, et al., "Value and Relation Display for Interactive Exploration of High Dimensional Datasets", Proceedings of IEEE InfoVis '04, Austin, TX, Oct. 2004, pp. 73-80.
  • Jing Yang, et al., "Value and Relation Display: Interactive Visual Exploration of Large Data Sets with Hundreds of Dimensions", IEEE Trans. on Visualization and Computer Graphics, Vol. 13, No. 3, May-June. 2007, pp. 494-507.
  • Jinwook Seo and Ben Shneiderman, "A rank-by-feature framework for interactive exploration of multidimensional data", Information Visualization, Vol. 4, No. 2, Summer 2005, pp. 96-113.

Evaluation

  • ASSIGNED: Catherine Plaisant, "The challenge of information visualization evaluation", Proceedings of the 2004 ACM Working Conference on Advanced Visual Interfaces (AVI '04), Gallipoli, Italy, May 2004, pp. 109-116.
  • Alfred Kobsa, "An Empirical Comparison of Three Commercial Information Visualization Systems", Proceedings of 2001 IEEE Information Visualization Symposium, San Diego, CA, Oct. 2001, pp. 123-130.
  • John Stasko, Richard Catrambone, Mark Guzdial, and Kevin McDonald, "An Evaluation of Space-Filling Information Visualizations for Depicting Hierarchical Structures", International Journal of Human-Computer Studies, Vol. 53, No. 5, November 2000, pp. 663-694.
  • Qing Li and Chris North, "Empirical Comparison of Dynamic Query Sliders and Brushing Histograms", Proceedings of IEEE 2003 Symposium on Information Visualization, Seattle, WA, Oct. 2003, pp. 147-154.
  • George Robertson, Roland Fernandez, Danyel Fisher, Bongshin Lee, and John Stasko, "Effectiveness of Animation in Trend Visualization," IEEE Trans. on Visualization and Computer Graphics, Vol. 14, No. 6, Nov.-Dec. 2008, pp. 1325-1332.
  • Scott Bateman, Regan L. Mandryk, Carl Gutwin, Aaron Genest, David McDine, Christopher Brooks, "Useful Junk? The Effects of Visual Embellishment on Comprehension and Memorability of Charts", Proceedings of ACM CHI '10, Atlanta, GA, April 2010, pp. 2573-2582.
  • Youn-ah Kang, Carsten Gorg, John Stasko, "Evaluating Visual Analytics Systems for Investigative Analysis: Deriving Design Principles from a Case Study", Proceedings of IEEE VAST '09, Atlantic City, NJ, October 2009, pp. 139-146. Youn-ah Kang, Carsten Görg, John Stasko, "How Can Visual Analytics Assist Investigative Analysis? Design Implications from an Evaluation," IEEE Transactions on Visualization and Computer Graphics, Vol. 17, No. 5, May 2011, pp. 570-583.
  • Ben Shneiderman, Catherine Plaisant, "Strategies for evaluating information visualization tools: multi-dimensional in-depth long-term case studies", Proceedings of the 2006 AVI workshop on BEyond time and errors: novel evaluation methods for information visualization (BELIV '06), Venice, Italy, May 2006, pp. 1-7.
  • Adam Perer and Ben Shneiderman, "Integrating statistics and visualization: case studies of gaining clarity during exploratory data analysis", Proceedings of ACM CHI '08, Florence, Italy, April 2008, pp. 265-274.
  • Fernanda B. Viegas, Martin Wattenberg, Matt McKeon, Frank van Ham, Jesse Kriss, "Harry Potter and the Meat-Filled Freezer: A Case Study of Spontaneous Usage of Visualization Tools," Proceedings of the Proceedings of the 41st Annual Hawaii International Conference on System Sciences, Jan. 2008, pp. 159-168.
  • Catalina M. Danis, Fernanda B. Viegas, Martin Wattenberg, Jesse Kriss, "Your place or mine?: visualization as a community component", Proceedings of ACM CHI '08, Florence, Italy, April 2008, pp. 275-284.

Review

  • Jeffrey Heer, Michael Bostock, and Vadim Ogievetsky. 2010. A tour through the visualization zoo. Commun. ACM 53, 6 (June 2010), 59-67. DOI=10.1145/1743546.1743567