Spring 2006: CS 294-10 Visualization

Schedule

The readings should be read in time for discussion on the date they are listed. Handout readings for the first week of class will be available outside 615 Soda Hall starting Jan 10.
 
Papers and articles available on the web will not be handed out in class. Pointers to the online versions of papers are included by the reference. You are expected to download and print these papers yourselves. One reason for doing this is that many visualization papers contain pictures that do not reproduce well when copied. Note that some of the papers come from digital libraries that are accessible online only from machines on the UCB network.
Jan 17   The Purpose of Visualization
       Readings
          Chapter 1: Graphical Excellence, In The Visual Display of Quantitative Information. Tufte.
          Chapter 1: Information Visualization, In Readings in Information Visualization. Card, et al. (handout)
                    Decision to launch the Challenger, In Visual Explanations. Tufte. (handout)
 
Jan 19   Data and Image Models
      Readings
         The eyes have it, Schneiderman. (html)
         The structure of the information visualization design space. Card & Mackinlay. (ieee)
         Chapter 2: Graphical Integrity, In The Visual Display of Quantitative Information. Tufte.
         Chapter 3: Sources of Graphical Integrity, In The Visual Display of Quantitative Information. Tufte.
      Optional Readings
         On the theory of scales of measurement. Stevens. (jstor)
 
Jan 24   Designing Tables and Graphs to Enlighten (Guest lecture by Stephen Few)
      Readings
         Chapter 8: Table Design, In Show Me the Numbers. Few (handout)
         Chapter 4: Data-Ink and Graphical Redesign, In The Visual Display of Quantitative Information. Tufte.
        
Chapter 5: Chartjunk, In The Visual Display of Quantitative Information. Tufte.
        
Chapter 6: Data-Ink Maximization and Graphical Design, In The Visual Display of Quantitative Information. Tufte
 
Jan 26   Introduction to Tableau and Spotfire
      Readings
        
Polaris (extended paper), Stolte, Tang and Hanrahan (pdf)
        
Dynamic queries, starfield displays, and the path to Spotfire. Schneiderman (html)
         Chapter 8: Data Density and Small Multiples, In The Visual Display of Quantitative Information. Tufte.
         Chapter 2: Macro/Micro Readings, In Envisioning Information. Tufte.
         Chapter 4: Small Multiples, In Envisioning Information. Tufte.
 
Jan 31   Perception
      Readings
         Perception in visualization. Healey. (html)
         Graphical perception. Cleveland & McGill. (jstor)
         Toward a perceptual science of multidimensional data visualization: Bertin and beyond. Green. (handout)
         Chapter 3: Layering and Separation, In Envisioning Information. Tufte.
      Optional Readings
         Gestalt and composition. In Course #13, SIGGRAPH 2002. Durand. (1-up pdf) (6-up pdf)
         The psychophysics of sensory function. Stevens. (pdf)
 
Feb 2    Interaction
      Readings
         Perception in visualization. Healey. (html)
         Visual information seeking: Tight coupling of dynamic query filters with starfield displays, Ahlberg & Shneiderman. (html)

         Visual exploration of time-series data, Hochheiser & Schneiderman. (html) (pdf)
         Postmortem of an example, Bertin (handout) 
         The visual design and control of the trellis display. Becker, Cleveland and Shyu. (ps)
      Optional Readings
         Table lens, Rao and Card, (acm)
        
Human guided search: Survey and recent results, Klau, Lesch, Marks & Mitzenmacher. (pdf)
         Design and evaluation of incremental data structures and algorithms for dynamic query interfaces. Tanin, Beigel & Schneiderman (citeseer)
      Demonstrations
 
       
 ggobi
         Excentric labels
         Homefinder
         Cellphones
         Fry's zipdecode
         Table lens