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SIMS 247: Information Visualization and Presentation

Syllabus (Subject to Change), Spring 98


Overview

Syllabus

Assignments

Lectures

Administrivia

Books & Software

Related Courses

Online InfoViz
Resources


Jan 20 Introduction
Jan 22, 27, 29 Display of Quantitative Information: Basic Principles
Feb 3, 5 Interactive Brushing and Linking
Feb 10, 12, 17, 19 Viewing Large Information Spaces
Feb 24 Evaluating Visualizations with User Studies
Feb 27 Psycho-perceptual Properties
March 3 The Role of Color
March 5 Pan and Zoom on Databases
March 10 Design Principles
March 12 General Pan and Zoom
March 17 Animation

March 19 Interactive 3D
March 24, 26 Spring Break
March 31, April 2 Text and Text Collections
April 7 Design for Interactivity
April 9 Discuss Final Project Ideas
April 14 Automated Graph Design
April 16 Application Area: Data Mining
April 21 (CHI) Visual Search
April 23 (CHI) No Class Meeting
April 28 Late-Breaking Viz Techniques from CHI 98
April 30 Pad Projects; Course Recap
May 5, May 7 Final Project Presentations

Introduction

Jan 20
    Readings:
    • Selections from Tufte 97 (handout)
    • Tufte 83, Ch. 1 (Graphical Excellence)
    Topics:
    • What is visualization?
    • Uses of visualization
    • The role of computers
    • Case studies
    • What we are not covering

Display of Quantitative Information: Basic Principles

Jan 22, Jan 27, Jan 29
    Readings:
    • Kosslyn, Ch. 1-3, 6 (or Cleveland Ch. 1-2)
    • Tufte 83, Ch. 4 (Data-Ink and Graphical Redesign), Ch. 6 (Data-Ink Maximization and Graphical Design), Ch. 7 (Multifunctioning Graphical Elements), Ch. 2 (Graphical Integrity)
    Topics:
    • Goals of graphing data (comparison, evaluation, etc)
    • How graphs can reveal the data (Graphical Excellence)
    • Basics of graphing data
      • graph format
      • data types (discrete, continuous, temporal)
      • line graphs
      • bar charts
      • scatter plots
      • parallel coordinates
    • Tufte's Data-Ink minimization heuristic
    • Multifunctioning graphical elements
    • Graphical Integrity (or how to avoid lying with visual displays)

Interactive Brushing and Linking

Feb 3, Feb 5
Assignment 1 Due Feb 5
Topics:
  • Brushing and linking in traditional graphics
  • Highlighting
  • Systems for brushing and linking
    • EDV
    • VISAGE (linking of various kinds)
    • Attribute Explorer (linking histograms)
    • Magic Lenses

Viewing Large Information Spaces

Feb 10, Feb 12, Feb 17, Feb 19
Assignment 2 Due Feb 19
    Readings:
    • Sarkar & Brown 94
    • Leung & Apperley 94
    • Cruz & Tamassia
    • Hendley et al. 95
    • Lamping et al. 95
    • Wills 97
    • Andrews 95
    • Eades & Feng 96
    • Robertson et al. 93
    • Gershon et al. 95 (optional)
    • Furnas & Zacks 94 (optional)
    • Amir 93 (optional)
    • Chi et al. 97
    • Anupam et al. 97
    • Bier et al. 93
    • Fishkin and Stone 95
    • Rao & Card 94
    Videotapes:
    • A Taxonomy of See-through Tools
    • Exploring Large Tables with the Table Lens
    Topics:
    • Visualization Spreadsheets
    • Magic Lenses
    • Focus + Context
    • Distortions
      • Fisheye
      • Scale Space Diagrams
      • Hyperbolic
    • Tables
      • TableLens
      • Perspective Wall
    • Hierarchies
      • Examples of traditional hierarchies
      • ConeTrees
      • TreeMaps
    • Graphs/Networks
      • Planarization
      • Types of connectivity
      • Layout strategies
      • FishEye graphs
      • Nodes and Springs

Evaluating Visualizations with User Studies

Feb 24
    Readings:
    • Shneiderman, Ch. 4
    • McGrath 94
    • Byrne 93
    • Lohse et al. 94 (optional)
    Topics:
    • How to conduct user studies
    • Examples
    • Problems, pitfalls

Psycho-perceptual Properties

Feb 27

    Readings:
    • Senay & Ignatius 96
    • Healey
    • Kaufman 74
    • Coren and Girgus 74
    Topics:
    • Pre-attentive processing
      • Grouping
      • Selection
    • Gestalt properties
    • Basics of Color

The Role of Color

March 3
    Guest Speaker: Maureen Stone, Xerox PARC (February 24)
    Readings:
    • Wright & Lickorish 88
    Topics:
    • Imparting information
    • Design to impart information
    • Transferring from screen to paper

Pan and Zoom on Databases

March 5
    Guest speaker: Allison Woodruff, UCB
    Readings:
    • Bederson et al.,1996
    Videotapes:
    Topics:
    • Pan and Zoom
    • Visualization of Database Information

General Design Principles

March 10
    Guest Speaker: Delle Maxwell, SGI
    Readings:
    • Mullet & Sano, Excerpts from Ch. 4, 6
    Videotapes:
    Topics:
    • Design for Informativeness and Accuracy
    • Organization and Visual Structure
      • Grouping
      • Symmetry
      • Alignment
      • Common Errors

General Pan and Zoom

March 12
    Readings:
    • Bederson et al.,1996
    • Bederson et al.,1998
    • Meyer 97
    • Pad++ Manual
    Videotapes:
    • Pad++
    Topics:
    • Pan and zoom
    • Semantic zoom
    • Pad++

Animation

March 17
    Guest Speaker: Bay-wei Chang, Xerox PARC (March 17)
    Readings:
    • Robertson et al. 93
    • Mackinlay et al. 90 (optional)
    Videotapes:
    Topics:
    • 2D + Animation
    • Cartoon Animation Techniques in User Interfaces

Interactive 3D

March 19
    Guest Speaker: Tamara Munzner, Stanford University
    Readings:
    • Munzner & Burchard 95
    • Munzner et al. 96
    • Feiner & Beshers 90
    Videotapes:
    Topics:
    • Affordances of 3D
    • Layout strategies
    • 2D vs. 3D

Text and Text Collections

March 31, April 2
    Readings:
    • Hearst 95
    • Eick 94
    • Olsen et al. 93
    • Rennison 94
    • Lin 92
    • Wise et al. 95
    • Spoerri 93
    Videotapes:
    • TileBars
    • SeeSoft
    Topics:
    • displaying retrieval results
    • showing contents of large text collections

Design of Interactive Interfaces

April 7
    Guest Speaker: Robert Reimann, Cooper Interaction Design
    Readings:
    • Schriver Ch. 6

Discuss Final Project Ideas

April 9

Automated Graph Design

April 14
    Guest Speaker: Michael Schiff, UCB
    Readings:
    • Mackinlay 90
    Topics:
    • MacKinlay's layout program
    • Schiff's layout system

Application Area: Data Mining

April 16

Visual Search/Use of Texture

April 21 (CHI)
    Guest speaker: Ruth Rosenholtz, Xerox PARC
    Readings:
    • Schriver Ch. 5
    Topics:
    • Visual search
    • Texture

No Class

April 23 (CHI)
  • No class meeting due to CHI conference

Late-Breaking Viz Techniques from CHI 98

April 28
    Readings:
    • Schriver Ch. 7

Pad Projects; Course Recap

April 30
    Readings:
    • Schriver Ch. 7

Final Project Presentations

May 5, May 7

SIMS 247:   Information Visualization and Presentation

Last Modified April 30, 1998