From CS 795 Fall 2012

CS795-F12: Papers

This list contains papers and articles mentioned in the lecture notes and will be continually updated throughout the semester (see history for latest updates).

20-WrapUp (Dec 4)

• M. Sedlmair, M. Meyer, and T. Munzner, Design Study Methodology: Reflections from the Trenches and the Stacks, IEEE Transactions on Visualization and Computer Graphics, vol.18, no.12, pp.2431-2440, Dec. 2012. (InfoVis 2012)
• T. Munzner, Process and Pitfalls in Writing Information Visualization Research Papers, Chapter from Information Visualization: Human-Centered Issues and Perspectives. Andreas Kerren, John T. Stasko, Jean-Daniel Fekete, Chris North, eds. Springer LNCS Volume 4950, p 134-153, 2008.
• T. Munzner, A Nested Model for Visualization Design and Validation, IEEE Transactions on Visualization and Computer Graphics, vol.15, no.6, pp.921-928, Nov.-Dec. 2009.

19-BigData (Dec 4)

• 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
• Haim Levkowitz and Gabor T. Herman. Color Scales for Image Data. IEEE Comput. Graph. Appl., January 1992, pp. 72-80.
• 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.

18-WWW (Nov 29)

• 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
• 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, 2011.
• 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),

17-Evaluation (Nov 27)

• 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.
• 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.
• Jeffrey Heer and Michael Bostock, Crowdsourcing Graphical Perception: Using Mechanical Turk to Assess Visualization Design, ACM Human Factors in Computing Systems (CHI), 203–212, 2010.
• Robert Kosara and Caroline Ziemkiewicz, Do Mechanical Turks Dream of Square Pie Charts?, Proceedings BEyond time and errors: novel evaLuation methods for Information Visualization (BELIV), pp. 373–382, ACM Press, 2010.
• 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.
• 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.
• 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. 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.

16-Storytelling (Nov 20)

• E. Segel and J. Heer, Narrative Visualization: Telling Stories with Data, IEEE Trans. on Visualization and Computer Graphics, Vol. 16, No. 6, Nov.-Dec. 2010, pp. 1139-1148 (InfoVis 2010). (pdf)
• J. Hullman and N. Diakopoulos, Visualization Rhetoric: Framing Effects in Narrative Visualization, IEEE Transactions on Visualization and Computer Graphics, vol. 17, no. 12, pp. 2231-2240, Dec. 2011. (alternate link)

15-Text (Nov 13, Nov 15)

• 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.
• W. Cui, S. Liu, L. Tan, C. Shi, Y. Song, Z. Gao, X. Tong, and H. Qu, TextFlow: Towards Better Understanding of Evolving Topics in Text, IEEE Transactions on Visualization and Computer Graphics, Vol 17, No 12, Dec 2011.
• 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.
• M. Dubinko, R. Kumar, J. Magnani, J. Novak, P. Raghavan, and A. Tomkins, Visualizing Tags over Time, Proceedings of WWW 2006.
• 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.
• 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.

14-Trees (Nov 1, Nov 6)

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.
• 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 Techniques 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.

13-Multivariate (Oct 23-25)

• Ramana Rao and Stuart K. Card, The Table Lens: Merging Graphical and Symbolic Representations in an Interactive Focus+Context Visualization for Tabular Information, Proceedings of ACM CHI '94, Apr. 1992, Boston, MA, pp. 318-322.
• Michael Spenke, Christian Beilken, Thomas Berlage, FOCUS: The Interactive Table for Product Comparison and Selection, Proceedings of ACM UIST '96, Seattle, WA, Nov. 1996, pp. 41-50.
• Michael Friendly, Mosaic Displays for Loglinear Models, Proceedings of the American Statistical Association meetings, Statistical Graphics Section, 1992, 61-68.
• Lisa Tweedie, Robert Spence, David Williams, and Ravinder Bhogal, The Attribute Explorer, Proceedings of CHI, 1994.
• Tom Lanning, Kent Wittenburg, Michael Heinrichs, Christina Fyock, and Glenn Li, Multidimensional Information Visualization through Sliding Rods, Proceedings of AVI 2000, Palermo, Italy, May 2000, pp. 173-180.
• Ji Soo Yi, Rachel Melton, John Stasko, and Julie Jacko, Dust & Magnet: Multivariate Information Visualization using a Magnet Metaphor, Information Visualization, Vol. 4, No. 4, Winter 2005, pp. 239-256.
• ASSIGNED: Alfred Inselberg, Multidimensional Detective, Proceedings of IEEE Symposium on Information Visualization '97, Phoenix, 1997, pp. 100-107.
• Jing Yang, Wei Peng, Matthew O. Ward and Elke A. Rundensteiner, Interactive Hierarchical Dimension Ordering, Spacing and Filtering for Exploration Of High Dimensional Datasets, Proceedings of InfoVis 2003, Seattle, WA, Oct. 2003, pp. 105-112.
• Wei Peng, Matthew O. Ward and Elke A. Rundensteiner, Clutter Reduction in Multi-Dimensional Data Visualization Using Dimension Reordering, Proceedings of the IEEE Symposium on Information Visualization 2004, Austin, TX, October 2004, pp. 89-96.
• Almir Olivette Artero, Maria Cristina Ferreira de Oliveira, and Haim Levkowitz, Uncovering Clusters in Crowded Parallel Coordinates Visualizations, Proceedings of the IEEE Symposium on Information Visualization 2004, Austin, TX, October 2004, pp. 81-88.
• Jimmy Johansson, Patric Ljung, Mikael Jern, and Matthew Cooper, Revealing Structure within Clustered Parallel Coordinates Displays, Proceedings of IEEE Symposium on Information Visualization 2005, Minneapolis, MN, October 2005, pp. 125-132.
• H. Hauser, F. Ledermann, and H. Doleisch, Angular brushing of extended parallel coordinates, Proceedings of IEEE InfoVis 2002, pp. 127--130.
• Aritra Dasgupta, Min Chen, Robert Kosara, Conceptualizing Visual Uncertainty in Parallel Coordinates, Computer Graphics Forum (Proceedings EuroVis), 2012.
• Robert Kosara, Fabian Bendix, and Helwig Hauser, Parallel Sets: Interactive Exploration and Visual Analysis of Categorical Data, IEEE Trans. on Visualization and Computer Graphics, Vol. 12, No. 4, pp. 558-568.
• Eser Kandogan, Visualizing Multi-dimensional Clusters, Trends, and Outliers using Star Coordinates, Proceedings of KDD, Aug. 2001, San Francisco.

12-Graphs (Oct 16-18)

• Purchase, H.C. Which aesthetic has the greatest effect on human understanding? Vol. 1353, Graph Drawing Conference: LNCS, Springer Verlag; 1997. p. 248-261.
• 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.
• 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).
• Frank van Ham, Bernice Rogowitz, "Perceptual Organization in User-Generated Graph Layouts", IEEE InfoVis 2008.
• 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.
• Wills, G. J. (1997) NicheWorks - Interactive Visualization of Very Large Graphs. Proceedings of Graph Drawing '97 , Springer Verlag, 1997, http://willsfamily.org/gwills/NICHEguide/nichepaper.html
• 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.
• 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.
• 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.
• 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.
• 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.
• Martin Wattenberg, "Visual exploration of multivariate graphs," Proceedings of ACM CHI '06, Montreal, Canada, April 2006, pp. 811-819.
• 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.
• Jeffrey Heer and Danah Boyd, "Vizster: Visualizing Online Social Networks", IEEE Information Visualization (InfoVis), 32–39, 2005.
• 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.
• 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.
• 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.
• E. Gansner, Y. Hu, S. Kobourov, "Visualizing Graphs and Clusters as Maps", IEEE Computer Graphics & Applications, Nov/Dec 2010, pp. 54-66.
• Cody Dunne and Ben Shneiderman, Motif Simplification: Improving Network Visualization Readability with Fan and Parallel Glyphs, UMd Tech Report, 2012
• 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.
• 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)

11-Time (Oct 11)

• ASSIGNED: 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
• 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, 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
• 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.
• W. Aigner, S. Miksch, B. Thurnher, and S. Biffl, PlanningLines: Novel Glyphs for Representing Temporal Uncertainties and Their Evaluation, Proc. Ninth Int’l Conf. Information Visualisation (IV ’05), 2005.
• J. Carlis and J. Konstan, "Interactive Visualization of Serial Periodic Data", Proceedings of UIST '98, San Francisco, CA, Nov. 1998, pp. 29-38.
• Fernanda B. Viegas, Martin Wattenberg, and Kushal Dave. "Studying cooperation and conflict between authors with history flow visualizations", Proceedings of the ACM SIGCHI, 2004.
• 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.
• Milos Krstajic, Enrico Bertini, and Daniel A. Keim, CloudLines: Compact Display of Event Episodes in Multiple Time-Series, IEEE Transactions on Visualization and Computer Graphics, Vol. 17, No. 12, Dec 2011 (InfoVis proceedings).
• 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.
• 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.
• Thomas Kapler and William Wright, "GeoTime Information Visualization", Information Visualization, Vol. 4, No. 2, Summer 2005, pp. 136-146. (From InfoVis '04).
• 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.
• Jian Zhao, Fanny Chevalier, Emmanuel Pietriga, and Ravin Balakrishnan, Exploratory Analysis of Time-Series with ChronoLenses, IEEE Transactions on Visualization and Computer Graphics, Vol. 17, No. 12, Dec 2011 (InfoVis proceedings).

10-Interaction (Sep 27)

• 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.
• 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.
• Jeffrey Heer and Ben Shneiderman. Interactive dynamics for visual analysis. Communications of the ACM, April 2012, pp. 45-54.
• ASSIGNED - 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)
• 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.
• Jeffrey Heer, Maneesh Agrawala, Wesley Willett, "Generalized selection via interactive query relaxation", Proceedings of ACM CHI 2008, Florence, Italy, April 2008. pp. 959-968.
• John Stasko and Eugene Zhang, "Focus+Context Display and Navigation Techniques for Enhancing Radial, Space-Filling Hierarchy Visualizations", InfoVis 2000.
• 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.
• Ben Shneiderman, "Dynamic Queries for Visual Information Seeking", IEEE Software, Vol. 11, No. 6, pp. 70-77, 1994.
• 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.
• Christopher Williamson and Ben Shneiderman, The dynamic HomeFinder: evaluating dynamic queries in a real-estate information exploration system, SIGIR 1992.
• Steve Eick, "Data Visualization Sliders", Proceedings of UIST '94, Marina Del Rey, CA, pp. 119-120, 1994.
• 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.
• Dang, North, and Shneiderman, Dynamic queries and brushing on choropleth maps, InfoVis 2001.
• 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.
• Robert Spence and Lisa Tweedie, "The Attribute Explorer: information synthesis via exploration", Interacting with Computers, Vol. 11, pp. 137-146, 1998.
• Ken Fishkin and Maureen Stone, "Enhanced dynamic queries via movable filters." Proceedings of ACM CHI '95, 1995, pages 415-420.
• Ji Soo Yi, Rachel Melton, John Stasko, and Julie Jacko, Dust & Magnet: Multivariate Information Visualization using a Magnet Metaphor, Information Visualization, Vol. 4, No. 4, Winter 2005, pp. 239-256.

09-OverviewDetail (Sep 25)

Overview+Detail

• ASSIGNED - 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.
• Richard Chimera, Value bars: an information visualization and navigation tool for multi-attribute listings, In Proceedings of ACM SIGCHI, 1992, pp. 293-294.
• Eric A. Bier, Maureen C. Stone, Ken Pier, William Buxton, and Tony D. DeRose. ]Toolglass and magic lenses: the see-through interface. In Proceedings of ACM SIGGRAPH, 1993, pp. 73-80. (video)
• H. Lieberman, "Powers of Ten Thousand: Navigating in Large Information Spaces", UIST '94, Marina Del Rey, CA, Nov. 1994, pp. 15-16.
• Ware, C. and Lewis, M. "The DragMag Image Magnifier," ACM SIGCHI'95 Conference Companion, 407-408, 1995.
• 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.
• 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.

Focus+Context

• 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.
• Mackinlay, Robertson, Card, "The Perspective Wall: Detail and Context Smoothly Integrated", Proceedings of ACM CHI 1991
• 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.
• Sarkar, M. and Brown, M. H. (1994). "Graphical fisheye views", Communications of the ACM, 37(12):73-84.
• B. Bederson, "Fisheye Menus", Proceedings of UIST 2000, San Diego, CA, Nov. 2000, pp. 217-225.
• Saul Greenberg, Carl Gutwin, Andy Cockburn, "Using Distortion-Oriented Displays to Support Workspace Awareness", Proceedings of the HCI'96 Conference on People and Computers, 1996, p.299-314 .
• 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.
• 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.
• 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.
• 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.
• 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.
• 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.
• 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.

08-Cognition (Sep 20)

• J. Larkin and H. A. Simon, Why a Diagram is (Sometimes) Worth Ten Thousand Words, Cognitive Science, Vol. 11, No. 1, pp. 65-99, 1987.
• J. Hollan, E. Hutchins, and D. Kirsh, Distributed cognition: toward a new foundation for human-computer interaction research, ACM Transactions on Computer-Human Interaction (TOCHI), Vol. 7, No. 2, June 2000, pp. 174-196.
• Zhicheng Liu, Nancy J. Nersessian, John T. Stasko, Distributed Cognition as a Theoretical Framework for Information Visualization, IEEE Transactions on Visualization and Computer Graphics, (Paper presented at InfoVis '08), Vol. 14, No. 6, November/December 2008, pp. 1173-1180.
• Robert Spence, A Framework for Navigation, International Journal of Human-Computer Studies, Volume 51, Issue 5, November 1999, pp. 919-945.
• X. Lin, Map Displays for Information Retrieval, Journale of the American Society for Information Science, 48(1):40-54, 1997.
• S. Wehrend and C. Lewis, A problem-oriented classification of visualization techniques, Proceedings of IEEE Visualization, pp. 139-143, 1990.
• Ben Shneiderman, The Eyes Have It: A Task by Data Type Taxonomy for Information Visualizations, Proc. IEEE Conference on Visual Languages, Sept 1996, pp. 336-343.
• Robert Amar, James Eagan, and John Stasko, Low Level Components of Analytic Activity in Information Visualization, Proceedings of IEEE InfoVis '05, Minneapolis, MN, Oct. 2005, pp. 111-117.
• Ben Shneiderman, Inventing Discovery Tools: Combining Information Visualization with Data Mining, Information Visualization, Vol. 1, No. 1, March 2002, pp. 5-12.
• Robert Amar and John Stasko, Knowledge Precepts for Design and Evaluation of Information Visualizations, IEEE Transactions on Visualization and Computer Graphics, Vol. 11, No. 4, July/August 2005, pp. 432-442.

07-Perception (Sep 16)

• Maureen Stone, Choosing Colors for Data Visualization, Jan 2006.
• Colin Ware and J.C. Beatty, Using Color Dimensions to Display Data Dimensions, Human Factors, 30(2), 127-142, 1988.
• Maureen Stone, In Color Perception, Size Matters, IEEE Computer Graphics and Applications, March/April 2012.
• Healey and Enns, Attention and Visual Memory in Visualization and Computer Graphics, 2011

05-GraphDesign (Sep 6)

• Stephen Kosslyn, Understanding Charts and Graphs, Applied Cognitive Psychology, 3, 185-225, 1989.
• Stephen Few, Effectively Communicating Numbers, white paper, Nov 2005
• Jeffrey Heer, Michael Bostock, and Vadim Ogievetsky, A Tour Through the Visualization Zoo, ACM Queue, May 2010
• 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, Atlanta, GA, April 2010, pp. 2573-2582.
• Jessica Hullman, Eytan Adar, and Priti Shah, Benefitting InfoVis with Visual Difficulties, Proceedings of IEEE InfoVis, Providence, RI, Oct 23-28, 2011.

03-Systems (Aug 30)

• 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.
• 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.
• 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.