• EdgeLens, Vis/InfoVis 2003 Electronic Proceedings DVD

• Perlin autostereo applet

• Hyperdimensional Data Analysis Using Parallel Coordinates Edward J. Wegman. Journal of the American Statistical Association, Vol. 85, No. 411. (Sep., 1990), pp. 664-675. [Archived version]
• Fast Multidimensional Scaling through Sampling, Springs and Interpolation Alistair Morrison, Greg Ross, Matthew Chalmers, Information Visualization 2(1) March 2003, pp. 68-77. [Archived version]
• Cluster Stability and the Use of Noise in Interpretation of Clustering, George S. Davidson, Brian N. Wylie, Kevin W. Boyack, Proc InfoVis 2001. [Archived version]
• Interactive Hierarchical Dimension Ordering, Spacing and Filtering for Exploration Of High Dimensional Datasets Jing Yang, Wei Peng, Matthew O. Ward and Elke A. Rundensteiner, Proc. InfoVis 2003. [Archived version]

Further Readings

• Visualizing the non-visual: spatial analysis and interaction with information from text documents James A. Wise, James J. Thomas, Kelly Pennock, David Lantrip, Marc Pottier, Anne Schur, and Vern Crow. Proc InfoVis 1995.
• Hierarchical Parallel Coordinates for Visualizing Large Multivariate Data Sets Ying-Huey Fua, Matthew O. Ward, and Elke A. Rundensteiner, IEEE Visualization '99. [Archived version]
• Parallel Coordinates: A Tool for Visualizing Multi-Dimensional Geometry. Alfred Inselberg and Bernard Dimsdale, IEEE Visualization '90, 1990.
• Visualizing Proximity Data Rich DeJordy, Stephen P. Borgatti, Chris Roussin and Daniel S. Halgin. Submitted to Field Methods [Archived version]
• Steerable, Progressive Multidimensional Scaling Matt Williams and Tamara Munzner Proc. InfoVis 2004, pp 57-64

Readings

• Ware, Chapter 3: Lightness, Brightness, Contrast, and Constancy
• Ware, Chapter 4: Color
• Tufte, Chapter 5: Color and Information
• How Not to Lie with Visualization, Bernice E. Rogowitz and Lloyd A. Treinish, Computers In Physics 10(3) May/June 1996, pp 268-273. [Archived version]
• Color use guidelines for data representation C. Brewer, 1999. [Archived version]

• A Field Guide To Digital Color, Maureen Stone, AK Peters 2003. Or, Stone's VIS 2005 Color course notes
• NASA guidelines
• After the Storm
• Color Vision

Readings

• Ware, Appendix C: The Perceptual Evaluation of Visualization Techniques and Systems
• Snap-Together Visualization: Can Users Construct and Operate Coordinated Views? Chris North, B. Shneiderman. Intl. Journal of Human-Computer Studies, Academic Press, 53(5), pg. 715-739, (November 2000). [Archived version]
• Low-Level Components of Analytic Activity in Information Visualization Robert Amar, James Eagan, and John Stasko. Proc. InfoVis 05, pp. 111-117. [Archived version]

• Task-Centered User Interface Design, Clayton Lewis and John Rieman, Chapters 0-5. If you have already taken an HCI course, you can skip or skim this reading! [Archived version] (Book available in its entirety online.)
• The challenge of information visualization evaluation Catherine Plaisant. Proc. Advanced Visual Interfaces (AVI) 2004 [Archived version]

• Ware, Chapter 10: Interacting with Visualizations
• Ware, Chapter 11: Thinking with Visualizations
• The cognitive coprocessor architecture for interactive user interfaces George Robertson, Stuart K. Card, and Jock D. Mackinlay, Proc. UIST '89, pp 10-18.
• Visual information seeking: Tight coupling of dynamic query filters with starfield displays Chris Ahlberg and Ben Shneiderman, Proc SIGCHI '94, pages 313-317. [Archived version]
• SDM: Selective Dynamic Manipulation of Visualizations, Mei C. Chuah, Steven F. Roth, Joe Mattis, John Kolojejchick, Proc. UIST '95 [Archived version]

• Toolglass and magic lenses: the see-through interface Eric A. Bier, Maureen C. Stone, Ken Pier, William Buxton, and Tony D. DeRose, Proc. SIGGRAPH'93, pp. 73-76. [Archived version]
• Graham J. Wills. Visual Exploration of Large Structured Datasets. In New Techniques and Trends in Statistics, 237-246. IOS Press, 1995.

Videos

• Information Visualization Using 3D Interactive Animation, George Robertson, Jock Mackinlay, Stuart Card (Xerox PARC), CHI 91 Video Proceedings
• SDM: Malleable Information Graphics, Mei C. Chuah, Steven Roth, Joe Mattis, John Kolojejchik (CMU), InfoVis 95 Video Proceedings
• Dynamic Queries: Database Searching by Direct Manipulation, Ben Shneiderman (Maryland), Chris Williamson (Maryland), Christopher Ahlberg (Chalmers), CHI 92 Technical Video Program
• (Attribute Explorer): Visualization for Functional Design, B. Spence, L. Tweedie, H. Dawkes, H. Su, InfoVis 95 Video Program [not shown in class]

Slides: PPT, PDF 1up, 16up

• Tufte, Chapter 2: Micro/Macro Readings
• Pad++: A Zooming Graphical Interface for Exploring Alternate Interface Physics Ben Bederson, and James D Hollan, Proc UIST 94. [Archived version]
• Space-Scale Diagrams: Understanding Multiscale Interfaces George Furnas and Ben Bederson, Proc SIGCHI '95. [Archived version]
• Speed-Dependent Automatic Zooming for Browsing Large Documents Takeo Igarashi and Ken Hinckley, Proc. UIST'00, pp. 139-148. [Archived version]
• Smooth and Efficient Zooming and Panning. Jack J. van Wijk and Wim A.A. Nuij, Proc. InfoVis 2003, p. 15-22 [Archived version]

• Rapid Controlled Movement Through a Virtual 3D Workspace Jock Mackinlay, Stuart Card, and George Robertson. Proc SIGGRAPH '90, pp 171-176. [Archived version]
• Design Guidelines for Landmarks to Support Navigation in Virtual Environments, Norman G. Vinson, Proc. SIGCHI 99. [Archived version]
• Effective View Navigation, George W. Furnas, Proc. SIGCHI 97, pp. 367-374 [Archived version]
• Critical Zones in Desert Fog: Aids to Multiscale Navigation, Susanne Jul and George W. Furnas, Proc. UIST 98 [Archived version]
• Tuning and testing scrolling interfaces that automatically zoom Andy Cockburn, Joshua Savage, Andrew Wallace. Proc CHI 05. [Archived version]
• OrthoZoom Scroller: 1D Multi-Scale Navigation Catherine Appert and Jean-Daniel Fekete. Proc. SIGCHI 06, pp 21-30.

Videos

• Rapid Controlled Movement Through Virtual 3D Workspaces, Jock Mackinlay, Stuart Card, and George Robertson, CHI 91 Additional Videos
• Pad, SIGGRAPH 93 Video Supplement to Conference Proceedings
• Speed-dependent Automatic Zooming for Browsing Large Documents MPEG

Demos Speed-Dependent Automatic Zooming applet

Slides: PDF 1up, 16up

• Graph Visualisation in Information Visualisation: a Survey Ivan Herman, Guy Melancon, M. Scott Marshall. IEEE Transactions on Visualization and Computer Graphics, 6(1), pp. 24-44, 2000 [Archived version]
• Animated Exploration of Graphs with Radial Layout Ka-Ping Yee, Danyel Fisher, Rachna Dhamija, and Marti Hearst, Proc InfoVis 2001. [Archived version]
• SpaceTree: Supporting Exploration in Large Node Link Tree, Design Evolution and Empirical Evaluation Catherine Plaisant, Jesse Grosjean, and Ben B. Bederson. Proc. InfoVis 2002. [Archived version]
• Cushion Treemaps Jack J. van Wijk and Huub van de Wetering, Proc InfoVis 1999, pp 73-78 [Archived version]
• Multiscale Visualization of Small World Networks David Auber, Yves Chiricota, Fabien Jourdan, Guy Melancon, Proc. InfoVis 2003 [Archived version]

• Interactive Visualization of Small World Graphs Frank van Ham and Jarke van Wijk, Proc. InfoVis 2005
• Topological Fisheye Views for Visualizing Large Graphs, Emden Gansner, Yehuda Koren and Stephen North, IEEE TVCG 11(4), p 457-468, 2005 [Archived version]

Demos SpaceTree

Videos

• Animated Exploration of Graphs with Radial Layout video, Video Proceedings Vis/InfoVis 2001
• Dynamic Drawing of Clustered Graphs, DVD/Video Proceedings Vis/InfoVis 2004

Slides: PPT, PDF 1up, 16up

• Animation: Sancho McCann
  papers to pick from
  • chosen: Animation: Can It Facilitate? Barbara Tversky, Julie Morrison, Mireille Betrancourt. International Journal of Human Computer Studies 57:4, pp 247-262, 2002.
  • chosen: Principles of Traditional Animation Applied to Computer Animation John Lasseter, Proceedings of SIGGRAPH 87, Computer Graphics, 21(4), pp. 35-44, July 1987.
    Illustrations of 11 Principles
  • Interactive Visualization of Genealogical Graphs Michael J. McGuffin, Ravin Balakrishnan. Proc. InfoVis 2005, pp 17-24.
  • chosen:The Effect of Animated Transitions on User Navigation in 3D Tree-Maps. Thomas Bladh, David A. Carr, and Matjaz Kljun. Proc. Ninth International Conference on Information Visualisation (IV'05), pp 297-305.
  • chosen: User-controlled animated diagrams: the solution for learning dynamic content?. Richard Lowe. Diagrammatic Representation and Inference. Lecture Notes in Computer Science, Springer-Verlag, 2004.
  Slides: PPT, PDF 1up, 16up

• Databases/Datamining: Chao-Ying Chiu
  papers to pick from
  • chosen: Multiscale Visualization Using Data Cubes Chris Stolte, Diane Tang and Pat Hanrahan. Proc. InfoVis 2002.
  • chosen: Tioga-2: A Direct Manipulation Database Visualization Environment Alexander Aiken, Jolly Chen, Michael Stonebraker, and Allison Woodruff. Proc. International Conference on Data Engineering, pp 208-217, 1996.
  • chosen: DataJewel: Tightly Integrating Visualization with Temporal Data Mining Mihael Ankerst, David H. Jones, Anne Kao, Changzhou Wang. ICDM Workshop on Visual Data Mining, Melbourne, FL, 2003 [Archived version]
  • DEVise: Integrated Querying and Visual Exploration of Large Datasets Miron Livny, Raghu Ramakrishnan, Kevin Beyer, Guangshun Chen, Donko Donjerkovic, Shilpa Lawande, Jussi Myllymaki, and Kent Wenger. Proc. SIGMOD 1997.
  • chosen: Query, Analysis, and Visualization of Hierarchically Structured Data using Polaris Chris Stolte, Diane Tang and Pat Hanrahan. Proc. SIGKDD 2002
  Slides: PDF 1up, 16up

• High Dimensionality: Evgeny Maksakov
  papers to pick from
  also, Martin Law's manifold learning page is a great list of papers on dimensionality reduction
  • chosen: Graph-Theoretic Scagnostics Leland Wilkinson, Robert Grossman, Anushka Anand. Proc. InfoVis 2005.
  • chosen: Charting a manifold, Matthew Brand, NIPS 2003.
  • Multiscale hybrid MDS Fabien Jourdan, Guy Melancon. Proc. Information Visualization (London) 2004.
  • chosen: Think Globally, Fit Locally: Unsupervised Learning of Nonlinear Manifolds. Lawrence K. Saul & Sam T. Roweis. University of Pennsylvania Technical Report MS-CIS-02-18, 2002
  • Maximum Likelihood Estimation of Intrinsic Dimension E. Levina and P.J. Bickel, NIPS 2004
  • chosen: Dimensional Anchors: a Graphic Primitive for Multidimensional Multivariate Information Visualizations Patrick Hoffman, Georges Grinstein, and David Pinkney. Proc. Workshop on New Paradigms in Information Visualization and Manipulation, Nov. 1999, pp. 9-16.
  Slides: PPT, PDF 1up, 16up

• Text: Lucas Rizoli
  papers to pick from
  
  • Visualizing Human Dialog Annie Tat and Sheelagh Carpendale. Proc. Information Visualisation 2002 (IV 2002), pages 16-24, IEEE 2002.
  • chosen: ThemeRiver: Visualizing Thematic Changes in Large Document Collections Susan Havre, Elizabeth Hetzler, Paul Whitney, Lucy Nowell. IEEE Transactions on Visualization and Computer Graphics, 8(1), pp 9-20, 2002.
  • InfoCrystal: A Visual Tool for Information Retrieval Anselm Spoerri, IEEE Visualization '93
  • TileBars: Visualization of Term Distribution Information in Full Text Information Access, Marti Hearst, Proc. SIGCHI 1995, pp. 59-66.
  • Interactive Visualization of Multiple Query Results S. Havre, E. Hetzler, K. Perrine, E. Jurrus, and N. Miller, Proc InfoVis 2001
  • chosen:Your Literary Masterpiece Was Delicious, Maciej Ceglowski, 2004.
  • chosen: Exploring Enron: Visualizing ANLP Results Results, Jeff Heer, 2004.
  • chosen: TextArc: Showing Word Frequency and Distribution in Text. W. Bradford Paley. InfoVis 2002 Poster Compendium
  • chosen: Visualizing Human Dialog. Annie Tat and M. Sheelagh T. Carpendale. Proc. Conference on Information Visualization (IV London) 2002.
  • chosen:Trampoline Enron Explorer, Trampoline Systems
  • chosen: Visualizing Email Content: Portraying Relationships from Conversational Histories. Fernanda B. Villegas, Scott Golder, and Judith Donath. Proc. SIGCHI 2006.
  Slides: PDF 1up, 16up

Further Readings Project Proposals

Further Readings Project Proposals

• Cartographic Viz: Alan McConchie
  papers to pick from
  • chosen: CartoDraw: A Fast Algorithm for Generating Contiguous Cartograms Daniel A. Keim, Stephen C. North, Christopher Panse. IEEE Transactions on Visualization and Computer Graphics (TVCG), Vol. 10, No. 1, pp. 95-110, 2004
  • From Metaphor to Method: Cartographic Perspectives on Information Visualization Andre Skupin, Proc. InfoVis 2000, pp 91-97.
  • Case Study: Design and Assessment of an Enhanced Geographic Information System for Exploration of Multivariate Health Statistics Robert M. Edsall, Alan M. MacEachren and Linda Pickle. Proc. InfoVis 2001.
  • chosen: Geographic visualization: designing manipulable maps for exploring temporally varying georeferenced statistics Alan M. MacEachren, A.M. Boscoe, F.P. Haug, D. Pickle, L.W. (1998). Information Visualization. 1998, 87-94.
  • chosen: Conditioned Choropleth Maps and Hypothesis Generation. Daniel B. Carr, Denis White, Duncan MacPherson, and Alan M. MacEachren, Annals of the Association of American Geographers, 95(1), 2005, pp. 32-53
  • chosen: The space-time cube revisited from a geovisualization perspective. Menno-Jan Kraak, Proceedings of the 21st International Cartographic Conference (ICC), 2003, pp. 1988-96
  Slides: PPT, PDF 1up, 16up
• Glyphs: Clarence Chan
  papers to pick from
  • chosen: Visualizing Multi-dimensional Clusters, Trends, and Outliers using Star Coordinates Eser Kandogan, Proc. KDD 2001
  • StarClass: Interactive Visual Classification Using Star Coordinates, Soon Tee Teoh and Kwan-Liu Ma, Proc. SIAM International Conference on Data Mining, 2003.
  • chosen: A Taxonomy of Glyph Placement Strategies for Multidimensional Data Visualization Matthew O. Ward, Information Visualization Journal, Palgrave, Volume 1, Number 3-4, December 2002, pp 194-210.
  • chosen: Glyphs for Software Visualization. Mei C. Chuah and Stephen G. Eick. Bell Laboratories 5th International Workshop on Program Comprehension (WPC '97).
  • chosen: Late breaking results: posters: Single complex glyphs versus multiple simple glyphs. Beth Yost and Chris North. CHI '05 extended abstracts on Human factors in computing systems.
  Slides: PPT, PDF 1up, 16up

• Perception: Sherman Lai
  papers to pick from:
  • Stevens Dot Patterns for 2D Flow Visualization. Laura G. Tateosian, Brent M. Dennis, and Christopher G. Healey. Proc. Applied Perception in Graphics and Visualization (APGV) 2006.
  • chosen: Internal vs. External Information in Visual Perception Ronald A. Rensink. Proc. 2nd Int. Symposium on Smart Graphics, pp 63-70, 2002. [Archived version]
  • chosen: Perceptual and Interpretative Properties of Motion for Information Visualization, Lyn Bartram, Proc. 1997 Workshop on New Paradigms in Information Visualization and Manipulation, 1997, pp 3-7
  • Level of detail: Varying rendering fidelity by exploiting human change blindness. Kirsten Cater, Alan Chalmers and Colin Dalton. Proc. 1st International Conference on Computer Graphics and Interactive Techniques in Australia and South East Asia, 2003, pp 39-46.
  • Why a Diagram is (Sometimes) Worth Ten Thousand Words", Larkin, J. and Simon, H.A., Cognitive Science, Vol. 11, No. 1, pp. 65-99, 1987. [not available online]
  • chosen: Scope: Providing Awareness of Multiple Notifications at a Glance, Maarten van Dantzich, Daniel Robbins, Eric Horvitz, and Mary Czerwinski. Proc. AVI 2002.
  • chosen: Level of detail: Varying rendering fidelity by exploiting human change blindness. Kirsten Cater, Alan Chalmers and Colin Dalton. Proc. 1st International Conference on Computer Graphics and Interactive Techniques in Australia and South East Asia, 2003, pp 39-46.
  Slides: PPT, PDF 1up, 16up

• Software Viz: Sam Davis
  papers to pick from:
  • chosen:Visually Encoding Program Test Information to Find Faults in Software James Eagan and Mary Jen Harrold and James A. Jones and John Stasko Proc InfoVis 2001 pp. 33-36.
  • chosen: Visualizing Application Behavior on Superscalar Processors Chris Stolte, Robert Bosch, Pat Hanrahan, and Mendel Rosenblum, Proc. InfoVis 1999
  • chosen: Visualization of Program-Execution Data for Deployed Software Alessandro Orso, James Jones, Mary Jean Harrold. Proc. of the ACM Symp. on Software Visualization, San Diego, CA, June 2003, pages 67--76. [Archived version]
  • Software Visualization in the Large Thomas A. Ball and Stephen G. Eick, IEEE Computer 29(4):33-43, 1996 [Archived version]
  • Execution Patterns in Object-Oriented Visualization Wim De Pauw, David Lorenz, John Vlissides, and Mark Wegman. Proc. Conference on Object-Oriented Technologies and Systems (COOTS '98) [Archived version]
  • chosen: Strata-Various :-) Multi-Layer Visualization of Dynamics in Software System Behavior Doug Kimelman, Bryan Rosenburg, Tova Roth. Proc. Visualization 1994
  Slides: PPT, PDF 1up, 16up

Slides: PDF 1up, 16up

• Lucas Rizoli, User-controlled construction of parallel coordinate plots
• Alan McConchie, Visualization of Space-Time Patterns of West Nile Virus
• Sancho McCann, Atmospheric Sounding Visualization
• Evgeny Maksakov, Visualization Tool for Flow Cytometry Project
• Sherman Lai, Exploring Ocean Futures - Ecopath with Ecosim
• Sam Davis, Elision Based Text Zooming
• Chao-Ying Chiu, Construction Change Order Visualization Analysis
• Clarence Chan, Memoplex++: An augmentation for Memoplex Browser