Schedule
Detail
Below are summaries of all the materials for each class. Lecture
slides, references for readings and articles, videos shown, and
software demonstrated are listed for each topic.
Aug. 21 -- Introduction
Class Slides
In T-square
Articles
Tufte Shuttle recap
Websites
Video of
accident on youtube
Tufte's
book containing Challenger discussion
Report
of the Presidential Commission on the Space Shuttle Challenger
Accident
Challenger
disaster - Wikipedia page about accident
Weather's
role in the disaster (weather.com)
Challenger engineer blames himself
Challenger crew - What happened (gawker.com)
Criticism
of Tufte's analysis from Online Ethics Center for Engineering and
Research
Aug. 23 -- InfoVis Overview
Class Slides
PDF
Preparation
S. Card, J. Mackinlay and B. Shneiderman, Readings in
Information Visualization, Using Visualization to Think Morgan Kaufmann,
1999, pp. 1-34. PDF
Articles
S. K. Card, "Information visualization." In The Human-Computer
Interaction Handbook, J. Jacko, A. Sears,
(editors), Lawrence Erlbaum Associates; 2003.
J.-D. Fekete, J. van Wijk, J. Stasko, C. North, "The
Value of Information Visualization", in Information Visualization:
Human-Centered Issues and Perspectives, (Editors: A. Kerren,
J. Stasko, J.-D. Fekete, C. North), Springer, 2008, pp. 1-18.
C. North, "Information Visualization", in Handbook of Human
Factors and Ergonomics, G. Salvendy (editor), John Wiley & Sons, 2005.
More
Websites
Anscombe's
Quartet
What
is Data Science? - O'Reilly
For
Today's Graduate, Just One Word: Statistics - NY Times
The Three
Sexy Skills of Data Geeks - Dataspora
Data
Visualization Is Reinventing Online Storytelling - Advertising
Age
Nuclear arms race - visual.ly
Death
and Taxes - visual.ly
Best
beer in America
- Mike Wirth Art
Beer -
Beer graph
Beeriodic Table -
Beer Mongers
Religious
belief and income - awesome.good.is
Where
We Live
- Joe Lertola
Best
Pie Chart ever
- Jamie Schimley
FOX News pie chart
NameVoyager
of the Baby Name Wizard
Use
of candidate's names - from the NY Times
Netflix
Queues - from the NY Times
InfoVis Wiki
Infosthetics Blog
Flowing Data
Visual.ly
Scoop.It!
The
Economist's Graphic Detail
Visualization
Blog Compendium
Aug. 28 -- Multivariate Data & Tables
Class Slides
PDF
Preparation
Dear Data
Websites
Trifacta - Data wrangling
Aug. 30 -- Graphs and Charts
Class Slides
PDF
Preparation
S. Few, "Effectively
Communicating Numbers - Selecting the Best Means and Manner of
Display", 2006. (Pages 1-20)
Articles
S. Few, Show Me the Numbers, Analytics Press, 2004.
S. Few, Now You See It, Analytics Press, 2009.
More
Websites
Sep. 1 -- Lab 0: HTML + CSS
Class Slides
PDF
Preparation
S. Murray, "Interactive
Data Visualization for the Web", 2013. (chap. 3, p. 15-34, up
to Javascript)
Lab Activity
HTML & CSS
Articles
V. Driessen, "
A successful Git branching model," 2010
Videos
Intro to HTML and CSS from Udacity
Websites
Version Control with Git, HTML Basics from A. Lex at Utah
The Languages and Tools of the Web from A. Lex at Utah
w3 schools CSS Property-Value Reference
w3 schools CSS Selector Reference
Chrome DevTools Overview
Sep. 8 -- Lab 1: JavaScript
Class Slides
PDF
Preparation
S. Murray, "Interactive
Data Visualization for the Web", 2013. (chap. 3, JavaScript section)
Lab Activity
JavaScript 101
Books
D. Crockford, "JavaScript:
The Good Parts," 2008
Videos
JavaScript Basics from Udacity
Introduction to JavaScript from CodeAcademy
Websites
JavaScript For Cats: An introduction for new programmers from M. Ogden
JavaScript Fundamentals from A. Lex at Utah
JavaScript, The Very Basics from C. Scheidegger at Arizona
MDN JavaScript Guide
Sep. 13 -- Visual Perception
Class Slides
PDF
Preparation
M. Stone, "Choosing
Colors for Data Visualization", 2006.
Articles
C. Healey, "Perception
in Visualization," NC State
W. S. Cleveland and R. McGill, "Graphical Perception: Theory,
Experimentation and the Application to the Development of Graphical
Models", J. Am. Stat. Assoc., Vol.79, No.387, pp. 531-554, 1984.
More
Videos
Color
in political maps from the Daily Show
Himba
see colors differently from boreme
Change
blindness picture examples, from UBC
Change
blindness video examples, from Dan Simons at Illinois
Websites
Visual
perception and data visualization CHI '00 tutorial
Color Brewer, Color
Brewer
Checker
shadow illusion, Wikipedia
Color selector
algorithm, Tableau
Interactive color challenge
Maureen Stone's site
Color
resources, If We Assume
Color
names from xkcd
Optical illusions
Sep. 15 -- Case Study: Jigsaw
Class Slides
PDF
Preparation
VacViews overview flier about Jigsaw
Jigsaw tutorial video
Car review analysis video
Articles
J. Stasko, C. Görg, and Z. Liu, "Jigsaw: Supporting
Investigative Analysis through Interactive Visualization", Information
Visualization, Vol. 7, No. 2, Summer 2008, pp. 118-132. (Early
system summary)
C. Görg, et al, "Combining
Computational Analyses and Interactive Visualization for Document
Exploration and Sensemaking in Jigsaw", IEEE Trans.
on Visualization and Computer Graphics, Vol. 19, No. 10,
Oct. 2013, pp. 1646-1663.
C. Görg, Y. Kang, Z. Liu, and J. Stasko, "Visual Analytics
Support for Intelligence Analysis", IEEE Computer, Vol. 46,
No. 7, July 2013, pp. 30-38.
C. Görg, Z. Liu, and J. Stasko, "Reflections on the
Evolution of the Jigsaw Visual Analytics System", Information
Visualization, Vol. 13,
No. 4, Oct. 2014, pp. 336-345.
More
Videos
Jigsaw tutorial
videos on how to use the system
Jigsaw use
case scenario videos
Websites
Jigsaw research
project webpages
Sep. 18, 20 -- Multivariate Visual Representations
Class Slides
PDF
PDF
Preparation
Day 1
Table Lens video from Xerox PARC
EZChooser
video from MERL
InfoZoom video from humanIT
Sofwtare GmbH
Day 2
Dust
& Magnet from Georgia Tech
Articles
A. Inselberg, "Multidimensional Detective," Proceedings of
IEEE InfoVis '97, pp. 100-107, 1997.
D. Keim, M. Hao, U. Dayal, and M. 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.
B. Alsallakh, L, Micallef, W. Aigner, H. Hauser,
S. Miksch, P. Rodgers, "Visualizing Sets and Set-typed Data:
State-of-the-Art and Future Challenges." State-of-the-Art Reports of
the Eurographics Conference on Visualization 2014 (EuroVis 2014),
June 2014.
J.H.T. Claessen, J. van Wijk, "Flexible Linked Axes for
Multivariate Data Visualization," IEEE Trans. on Visualization
and Computer Graphics, Vol. 17, No. 12, Dec. 2011, pp. 2310-2316.
S. Gratzl, A. Lex, N. Gehlenborg, H. Pfister, and M. Streit,
"LineUp: Visual Analysis of Multi-Attribute Rankings", IEEE
Trans. on Visualization and Computer Graphics, Vol. 19, No. 12,
pp. 2277-2286, Dec. 2013.
R. Rao and S.K. Card, "The Table Lens: Merging Graphical
and Symbolic Representations in an Interactive Focus+Context
Visualization for Tabluar Information",
Proceedings of ACM CHI '94, Apr. 1994, pp. 318-322.
J.M. Rzeszotarski and A. Kittur. "Kinetica:
naturalistic multi-touch data visualization." Proc. of CHI '14,
pp. 897-906.
R. Spence and L. Tweedie, "The Attribute Explorer: information
synthesis via exploration", Interacting with Computers,
Vol. 11, pp. 137-146, 1998.
M. Spenke, C. Beilken, T. Berlage, "FOCUS: The
Interactive Table for Product Comparison and Selection." Proceedings
of ACM UIST '96, Nov. 1996, pp. 41-50.
K. Wongsuphasawat, et al, "Voyager: Exploratory Analysis via
Faceted Browsing of Visualization Recommendations," IEEE
Trans. on Visualization and Computer Graphics, Vol. 2, No. 1,
pp. 649--658, Jan. 2016.
J. 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.
J. S. Yi, R. Melton, J. Stasko, and J. Jacko, "Dust &
Magnet: Multivariate Information Visualization using a Magnet
Metaphor," Information Visualization, Vol. 4, No. 4, Winter 2005,
pp. 239-256.
More
Websites
Chernoff
faces
Parallel
coordinates, Julian Heinrich
Videos
Voyager, Washington,
InfoVis '16
Table Lens, Xerox PARC, CHI '95
Attribute
Explorer, Imperial College UK, CHI '94
EZChooser, MERL
LineUp,
Linz & Harvard, InfoVIs '03
Angular
brushing, VRVis
Parallel Sets, UNCC, InfoVis '05
FLINA View, TU Eindhoven, InfoVis '11
Dust
& Magnet, Georgia Tech, Information Visualization '05
Dust
& Magnet on MSR Hub, Georgia Tech, '16
Kinetica,
CMU, CHI '14
SandDance, Microsoft Research
Bubble
Sets, Ontario Inst. Tech., InfoVis '09
Untangling Euler Diagrams, MSR, InfoVis '10
OnSet, Georgia Tech, InfoVis '14
UpSet, Harvard, InfoVis '14
Software
LineUp, Caleydo
ParVis, Parallel
coordinates system
Parallel Sets, UNCC
Star Coordinates from IBM
SandDance, Microsoft Research
OnSet, Georgia Tech, InfoVis '14
Sep. 22 -- Lab 2: SVG
Class Slides
PDF
Preparation
S. Murray, "Interactive
Data Visualization for the Web", 2013. (chap. 3, SVG Section)
Understanding SVG Coordinate Systems and Transformations (Parts 1 +
2)by S. Soueidan
Lab Activity
SVG
Websites
HongKiat SVG Blog Series
MDN SVG Tutorial
Illustrated Guide to SVG "path" element by C. Coyier
w3 SVG Primer
Intro to Web Technologies (SVG Section) by A. Lex of U. of
Utah
Blog on Data Art by Nadieh Bremer
Sep. 25 -- InfoVis Systems & Toolkits
Class Slides
PDF
Preparation
F. Viegas, M. Wattenberg, F. van Ham, J. Kriss, and
M. 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. PDF
Articles
M. Bostock, V. Ogievetsky, J. Heer, "D3: Data-Driven Documents",
IEEE Trans. on Visualization and Computer Graphics, Vol. 17,
No. 12, Dec. 2011, pp. 2301-2309.
J. Heer, F. Viegas, M. Wattenberg, "Voyagers
and Voyeurs: Supporting Asynchronous Collaborative Information
Visualization", Proceedings of ACM CHI 2007, April 2007,
pp. 1029-1038.
J. Heer, "Software Design Patterns for Information Visualization",
IEEE Transactions on Visualization and Computer Graphics,
Vol. 12, No. 5, September 2006, pp. 853-860.
J. Heer and M. Bostock. "Declarative Language Design
for Interactive Visualization." IEEE Trans. on Visualization
and Computer Graphics, Vol. 16, No. 6, Nov. 2010, pp. 1149-1156.
D. Ren, T. Holerer, X. Yuan, "iVisDesigner: Expressive
Interactive Design of Information Visualizations", IEEE
Trans. Visualization and Computer Graphics, Vol. 20, No. 12,
Dec. 2014, pp. 2092-2101.
A. Satyanarayan and J. Heer. "Lyra: An Interactive
Visualization Design Environment." Computer Graphics Forum,
Vol. 33, No. 3, June 2014, pp. 351-360.
C. Stolte, D. Tang and P. Hanrahan, "Polaris: A System for
Query, Analysis and Visualization of Multi-Dimensional Relational
Databases," IEEE Trans. on Visualization and Computer
Graphics, Vol. 8, No. 1, Jan-Mar 2002, pp. 52-65.
More
Websites
Visualising
Data's software resources list
Creative
Bloq's 37 best tools for data visualization
Profitbrick's
39 Data visualization tools for big data
Top
20 Data Visualization Tools from UIE
One
Chart, 12 Tools from Lisa Charlotte Rost
Data
visualization projects on GitHub
Software
prefuse
Flare
Protovis
D3
Vega
Processing
p5.js
Piccolo
WebGL
Aperture.js
Bokeh (python)
HighCharts
dimple
JavaScript InfoVis Toolkit
react-vis
Google
visualization and chart tools
Lyra
iVisDesigner
Datawrapper
Chartbuilder
Many Eyes shut down
Statwing
Keshif
Sep. 27 -- Lab 3: Intro to D3
Class Slides
PDF
Preparation
S. Murray, "Interactive
Data Visualization for the Web", 2013. (chap. 5, Data)
S. Murray, "Interactive
Data Visualization for the Web", 2013. (chap. 6, Drawing with Data)
Lab Activity
D3 Intro
Articles
M. Bostock, V. Ogievetsky, J. Heer, "D3: Data-Driven Documents",
IEEE Trans. on Visualization and Computer Graphics, Vol. 17,
No. 12, Dec. 2011, pp. 2301-2309.
Websites
Selections in d3 the long story by J. Cukier
D3.js
Introduction
Let's Make a Bar
Chart by M. Bostock
DOM Manipulation and D3 Fundamentals by A. Lex of U. of Utah
Dashing D3.js
Practical applications of a d3js selection
Sep. 29 -- User Tasks and Analysis
Class Slides
PDF
Preparation
M. Brehmer and T. Munzner, "A Multi-Level Typology of Abstract
Visualization Tasks",
IEEE Trans. on Visualization and Computer Graphics, Vol. 19,
No. 12, Dec. 2013, pp. 2376-2385. PDF
Articles
R. Amar, J. Eagan, and J. Stasko, "Low Level Components of
Analytic Activity in Information Visualization", Proc. of IEEE
InfoVis '05, Oct. 2005, pp. 111-117.
R. Amar and J. 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.
J. Heer and B. Shneiderman. "Interactive dynamics for
visual analysis." Communications of the ACM, Vol. 55, No. 4,
April 2012), pp. 45-54.
M. Sedlmair, M. Meyer, T. Munzner, "Design Study Methodology:
Reflections from the Trenches and Stacks", IEEE Transactions on
Visualization and Computer Graphics, Vol. 18, No. 12, Dec. 2012,
pp. 2431-2440.
B. Shneiderman, "The Eyes Have It: A Task by Data Type Taxonomy for
Information Visualizations." Proc. 1996 IEEE Visual Languages,
Sept. 1996, pp. 336-343.
E. Valiati, M. Pimenta, C. Freitas, "A Taxonomy of Tasks for
Guiding the Evaluation of Multidimensional Visualizations", Proc. of
BELIV '06, May 2006, pp. 1-6.
More
Oct. 4 -- Value of Visualization
Video Presentation
Stasko EuroVis '14 Capstone Video
Preparation
D. Norman, "The Power of Representation", Chapter 3 in Things That Make
Us Smart: Defending Human Attributes in the Age of the Machine,
Addison-Wesley, 1994. PDF
R. Chang, C. Ziemkiewicz, T. M. Green, and W. Ribarsky. "Defining
Insight for Visual Analytics." IEEE Computer Graphics &
Applications, Vol. 29, No. 2, Feb. 2009, pp. 14-17.PDF
Articles
J.-D. Fekete, J. van Wijk, J. Stasko, C. North, "The
Value of Information Visualization", in Information Visualization:
Human-Centered Issues and Perspectives, (Editors: A. Kerren,
J. Stasko, J.-D. Fekete, C. North), Springer, 2008, pp. 1-18.
J. Stasko, "Value-Driven Evaluation of Visualizations",
Proc. of BELIV '14, Nov. 2014, pp. 46-53. R
J. van Wijk, "The value of visualization," Proc. of Visualization
'05, Oct. 2005, pp.79-86.
J. Larkin, H.A. Simon, "Why a Diagram is (Sometimes) Worth Ten
Thousand Words", Cognitive Science, Vol. 11, No. 1, pp. 65-99,
1987.
Z. Liu, N. Nersessian, J. Stasko, "Distributed
Cognition as a Theoretical Framework for Information Visualization",
IEEE Transactions on Visualization and Computer Graphics,
Vol. 14, No. 6, Nov/Dec 2008, pp. 1173-1180.
Z. Liu and J. Stasko, "Mental Models, Visual Reasoning and
Interaction in Information Visualization: A Top-down Perspective",
IEEE Transactions on Visualization and Computer Graphics,
(InfoVis '10),
Vol. 16, No. 6, November/December 2010, pp. 999-1008.
Websites
Anscombe's
Quartet
Gun
ownership in NY from lohud.com
More
Oct. 11 -- Lab 4: D3 Chart Types and Scales
Class Slides
PDF
Preparation
S. Murray,
"Interactive Data Visualization for the Web", 2013. (chap. 7, Scales)
S. Murray,
"Interactive Data Visualization for the Web", 2013. (chap. 8, Axes)
Lab Activity
D3
Charts & Scales
Websites
d3: scales, and color by J. Cukier
Introducing
d3-scale by M. Bostock
Let's Make a Bar Chart
II by M. Bostock
Let's Make a Bar Chart
III by M. Bostock
D3.js Scale API
Advanced D3: More on selections and data, scales, axis by A. Lex
of U. of Utah
D3 V4 - What's new? by I. Ros of Bocoup
Oct. 13 -- Geospatial Visualization
Class Slides
PDF
Preparation
Articles
Meirelles, chapters 4 and 5
Dykes, J., Wood, J. & Slingsby, A. (2010). Rethinking map legends with
visualization. IEEE Transactions on Visualization and Computer
Graphics, 16(6), pp. 890-899.
Wood, J., Badawood, D., Dykes, J. & Slingsby, A. (2011)
BallotMaps: Detecting name bias in alphabetically ordered ballot
papers. . IEEE Transactions on Visualization and Computer Graphics,
17(12), pp. 2384-2391.
Van Wijk, J. J. (2013). Unfolding the earth: myriahedral
projections. The Cartographic Journal.
Kraak, M. J. (2003, August). The space-time cube revisited from a
geovisualization perspective. In Proc. 21st International Cartographic
Conference(pp. 1988-1996).
Tominski, C., Schumann, H., Andrienko, G., & Andrienko,
N. (2012). Stacking-based visualization of trajectory attribute
data. IEEE Transactions on visualization and Computer Graphics,
18(12), 2565-2574.
Kraak, M. J., & Ormeling, F. (2011). Cartography: visualization of
spatial data. Guilford Press.
Robinson, A. H. M., Muehrcke, J. L., Kimerling, P. C., & Guptill,
A. J. (1995). Elements of cartography (No. 526 E4).
Websites
Racial
dot map
2016
election map from 538
Leaflet
Turf
Unfolding
ColorBrewer
Videos
Cartographers
from the West Wing TV show
Unfolding the
Earth by Jarke van Wijk
Oct. 16 -- Overview and Detail (including Focus + Context and Zooming)
Class Slides
PDF
Preparation
Powers of 10 video
Articles
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.
B. Bederson, J. Meyer, L. Good, "Jazz: An Extensible Zoomable
User Interface Graphics Toolkit in Java", Proceedings of UIST 2000,
Nov. 2000, pp.171-180.
B. Bederson et al, "DateLens: A fisheye calendar interface for
PDAs," ACM Trans. on CHI, Vol. 11, No. 1, March 2004, pp. 90-119.
G. Furnas, "Generalized Fisheye Views", Proc. of CHI '86, pp. 16-23.
G. Furnas and B. Bederson, "Space-Scale Diagrams: Understanding
Multiscale Interfaces", Proc. of CHI '95, May 1995, pp. 234-241.
G. W. Furnas, "A fisheye follow-up: further reflections on focus
+ context", Proc. of CHI '06, April 2006, pp. 999-1008.
C. Plaisant, D. Carr, and B. Shneiderman,
"Image-Browser Taxonomy and Guidelines for Designers",
IEEE Software, Vol. 12, No. 2, pp. 21-32, March 1995.
M. Sarkar and M. H. Brown, "Graphical fisheye views",
Communications of the ACM, Vol. 37, No. 12, pp. 73-84, Dec. 1994.
More
Videos
Powers
of Ten, by Eames
PadPrints, New Mexico, UIST '98
PhotoMesa,
Maryland, UIST '01
FacetZoom, CHI '08
DragMag Image Magnifier, Univ. of New Brunswick, CHI '95
Information Mural, Georgia Tech, InfoVis '95
Fisheye
Views of Graphs, DEC SRC, CHI '93
Table Lens, Xerox PARC, CHI '95
Cone Trees and Perspective Wall, Xerox PARC, CHI '91
DateLens,
Maryland & MSR
Websites
Powers of 10
Scale of the Universe 2 -
Zooming example
prezi.com
Fisheye
menus from Univ. Maryland
DateLens,
Maryland
Software
Piccolo from Univ. of Maryland download
PhotoMesa
from Univ. Maryland
Oct. 18 -- Interaction
Class Slides
PDF
Preparation
J.S. Yi, Y.A. Kang, J.T. Stasko and J.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, Nov/Dec 2007, pp. 1224-1231. PDF
Articles
A. Dix and G. Ellis, "Starting Simple - adding value to static
visualisation through simple interaction."
Proc. of AVI '98, May 1998, pp. 124-134.
N. Elmqvist, A. Vande Moere, H-C. Jetter, D. Cernea, H. Reiterer,
and TJ Jankun-Kelly, "Fluid interaction for
information visualization", Information
Visualization, Vol. 10, No. 4, Oct. 2011, pp. 327-340.
J. Heer and G. Robertson. "Animated Transitions in
Statistical Data Graphics," IEEE Transactions on Visualization and
Computer Graphics Vol. 13, No. 6, Nov.-Dec. 2007, pp. 1240-1247.
J. Heer, M. Agrawala, W. Willett, "Generalized Selection via
Interactive Query Relaxation", Proc. of CHI '08, Apr 2008, pp. 959-968.
R. Sadana and J. Stasko, "Designing and Implementing an
Interactive Scatterplot Visualization for a Tablet Computer",
Proc. of AVI '14, May 2014, pp. 265-272.
B. Shneiderman, "Dynamic Queries for Visual Information Seeking",
IEEE Software, Vol. 11, No. 6, pp. 70-77, 1994.
More
Videos
Generalized Selection, Stanford, CHI '08
FacetMap, MSR, InfoVis '06
FilmFinder, Univ. Maryland, CHI '94
Attribute Explorer, Imperial College UK, CHI '94
Magic Lens & See Through Tools, Xerox PARC, CHI '94 & '95
DynaVis animation, MSR, InfoVis '07
Dust
& Magnet, Georgia Tech, Information Visualization '05
OnSet, Georgia Tech, InfoVis '14
Scatterplot on Tablet, Georgia Tech, AVI '14
Kinetica, CMU, CHI '14
Software
HomeFinder, Univ. of Maryland download
Spotfire
DataMaps, Virginia Tech
OnSet, Georgia Tech, InfoVis '14
Websites
Interactive
histogram from Alan Dix
Visual Thesaurus
NameVoyager
of the Baby Name Wizard
Google maps mash-up of
homefinder style tool
Diamond
finder with dynamic queries
Oct. 20 -- Lab 5: Selections and Grouping
Class Slides
PDF
Preparation
How Selections Work by M. Bostock, 2013.
Lab Activity
D3
Selections & Grouping
Websites
Nested Selections
by M. Bostock
Manipulating data like a boss with d3 by J. Cukier
D3, Conceptually. Lesson 2: Charts by M. Levine
D3, Conceptually. Lesson 3: (Moderately) Advanced Data by
M. Levine
Advanced D3: More on selections and data, scales, axis by A. Lex
of U. of Utah
Oct. 23 -- E. Tufte's Visual Design Principles
Class Slides
PDF
Preparation
Most
misleading charts of 2015 by quartz.com
WTF vizes
Articles
Tufte, Envisioning Information
S. Bateman, et al, "Useful Junk? The Effects of Visual
Embellishment on Comprehension and Memorability of Charts",
Proceedings of CHI '10, April 2010, pp. 2573-2582.
M. Borkin, et al, "What Makes a Visualization
Memorable?", IEEE Trans. on Visualization and Computer
Graphics, Vol. 19, No. 12, Dec. 2013, pp. 2306-2315.
Websites
Tufte's website
Why charts should have a zero baseline
Circle width versus area
Junk charts
Obama
likes Tufte
Nigel Holmes
website
Oct. 25 -- Storytelling
Class Slides
PDF
Preparation
The Fallen of WWII
Articles
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.
J. Hullman and N. Diakopoulos, "Visualization Rhetoric: Framing
Effects
in Narrative Visualization." IEEE Trans. on Visualization and
Computer Graphics, Vol. 17, No. 12, Dec. 2011, pp. 2231-2240.
J. Hullman, S. Drucker, N. Riche, B. Lee, D. Fisher, and
E. Adar. "A
Deeper Understanding of Sequence in Narrative Visualization." IEEE
Trans. on Visualization and Computer Graphics, Vol. 19, No. 12,
Dec. 2013, pp. 2406-2415.
R. Kosara and J. Mackinlay. "Storytelling: The Next Step for
Visualization." Computer, Vol. 46, No. 5, May 2013, pp. 44-50.
Videos
Hans
Rosling talk - from TED Conference, 2006
Hans
Rosling talk - from TED Conference, 2007
An
Inconvenient Truth - Wikipedia page about film
How
Mariano Rivera Dominates Hitters - from the NY Times
David
McCandless talk - from TED Conference, 2010
Hans Rosling
updated - from the BBC
Websites
Data-Driven
Journalism
Tufte
praises Megan Jaegerman
Obama
job chart discussion
Home and Away - Iraq
& Afghanistan casualties from CNN
What's Really Warming the World?from Bloomberg
The Fallen of WWII
The
Case for a New Type of Minimum Wage using Tableau StoryPoints
Bubble
to Bust Recovery from Bloomberg
Americans
are Completely Addicted to Trucks from Bloomberg
Street
Names from NY Times
Winning
over Virgina from Washington Post
Satellites
Orbiting Earth from Quartz
California's
Getting Fracked from Flagg, Craig, and Bruno
MBTA Data from WPI
Data USA
Film Dialog from Polygraph
Gun Deaths
from 538
Skateboarding
Family
income and college
from NY Times
Drone Strikes
from Pitch Interactive
China's
economic slowdown
from the Guardian
Enhanced
State of the Union address 2011 - from whitehouse.gov
Information is
Beautiful - David McCandless' website
What
Killed the InfoGraphic?
Oct. 27 -- Lab 6: D3 Enter, Update, and Exit
Class Slides
PDF
Preparation
S. Murray,
"Interactive Data Visualization for the Web",
2013. (chap 9, Updates, transitions, and motion)
Lab Activity
D3
Enter, Update & Exit
Websites
Three Little
Circles by M. Bostock
Understanding selectAll, data, enter, append sequence in D3.js
Thinking with Joins
by M. Bostock
Object
Constancy by M. Bostock
General Update
Pattern I by M. Bostock
General Update
Pattern II by M. Bostock
Advanced D3: More on selections and data, scales, axis by A. Lex
of U. of Utah
Oct. 30 -- Hierarchies and Trees 1 - Node-link
Class Slides
PDF
Preparation
Articles
S. Card and D. Nation, "Degree-of-Interest Trees: A Component
of an Attention-Reactive User Interface", Proc. of AVI '02, May 2002,
pp. 231-245.
J. Lamping and R. Rao, "The Hyperbolic Browser: A Focus +
Context Technique for Visualizing Large Hierarchies", Journal of
Visual Languages and Computing, Vol. 7, No. 1, pp. 33-55, March
1996.
Q.V. Nguyen and M.L. 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.
C. Plaisant, et al, "SpaceTree: Design Evolution of a Node Link
Tree Browser", Proc. of InfoVis '02, Oct. 2002, pp. 57-64.
G. Robertson, S. Card, and J. Mackinlay,
"Information Visualization Using 3D Interactive Animation",
Communications of the ACM, vol. 36, no. 4, Apr. 1993, pp. 57-71.
More
Videos
Information Visualizer, Xerox PARC
Hyperbolic Tree, Xerox PARC, CHI '96
3D Hyperbolic graphs, Stanford, T. Munzner
SpaceTree,
Univ. of Maryland, HCIL '02
Websites
Election
2016, from NY Times
CHEOPS
Software
Hyperbolic tree demo from Prefuse
Nov. 1 -- Hierarchies and Trees 2 - Space-filling
Class Slides
PDF
Preparation
B. Johnson and B. Shneiderman, "Tree-maps: A Space Filling
Approach to the Visualization of Hierarchical Information Structures",
Proc. of Vis '91, Oct. 1991,
pp. 284-291. PDF
Articles
B. Bederson, B. Shneiderman, and M. Wattenberg,
Ordered and Quantum Treemaps: Making Effective Use of 2D Space to
Display Hierarchies, ACM Trans. on Graphics, Vol. 21, No. 4,
Oct. 2002, pp. 833-854.
D.M. Bruls, C. Huizing and J.J. van Wijk,
"Squarified Treemaps", Proceedings of EuroGraphics 2000, pp. 33-42.
Q.V. Nguyen & M.L. Huang, "EncCon: an approach to constructing
interactive visualization of large hierarchical data",
Information Visualization, Vol. 4, No. 1, pp. 1-21.
J. Stasko and E. Zhang, "Focus+Context Display and Navigation
Techniques for Enhancing Radial, Space-Filling Hierarchy Visualizations",
Proc. of InfoVis '00, Oct. 2000, pp. 57-65.
W. Wang, H. Wang, G. Dai, H. Wang,
"Visualization of large hierarchical data by circle packing",
Proceedings of ACM CHI '06, April 2006, pp. 517-520.
More
Videos
Treemaps, Maryland, 1992
FundExplorer
from Georgia Tech
Sunburst
from Georgia Tech
Zoomology, InfoVis '03, Georgia Tech
Software
Treemap and SunBurst local demos
SequoiaView file
visualizer by Technische Universiteit Eindhoven
Websites
Map of the Market knockoff from finviz.com
Dynamic
layout algorithm
comparison applet created by Martin Wattenberg and Ben
Bederson
Treemaps,
Maryland HCIL
newsmap
Obama's
2012 budget proposal, (in treemap), from NY Times
2012
presidential election, Macrofocus
European
geography
Voronoi treemaps
from FoamTree
treevis.net from Hans-Jorg Schulz
Nov. 3 -- Lab 7: Interaction and Transition 1
Class Slides
PDF
Preparation
S. Murray,
"Interactive Data Visualization for the Web", 2013. (chap. 10, Interactivity)
Lab Activity
D3
Interactivity 1
Websites
Working with
Transitions by M. Bostock
General Update
Pattern III by M. Bostock
Animations and Transitions by J. Cukier
Getting beyond hello world with d3 by J. Cukier
W3 Schools - HTML Event Attributes
D3 Easing Functions by K. Takano
Nov. 6, 8 -- Graphs and Networks
Class Slides
PDF
PDF
Preparation
Do HW 5
Try Immersion website
Articles
I. Herman, et al, "Graph Visualization and
Navigation in Information Visualization: A Survey", IEEE Trans.
on Visualization and Computer Graphics, Vol. 6, No. 1, Jan-Mar 2000,
pp. 24-43.
D. 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.
B. Lee, C. Parr, C. Plaisant, B. Bederson, V. Veksler, W. Gray,
and C. Kotfila
"TreePlus: Interactive Exploration of Networks with Enhanced Tree
Layouts", IEEE Trans. on Visualization and Computer Graphics,
Vol. 12, No. 6, Nov.-Dec. 2006, pp. 1414-1426.
B. Lee, C. Plaisant, C. Sims Parr, J.-D. Fekete, N. Henry, "Task
Taxonomy for Graph Visualization", Proc. of BELIV '06, April '06,
pp. 1-5.
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.
B. Shneiderman, A. Aris, "Network Visualization by Semantic Substrates,"
IEEE Trans. on Visualization and Computer Graphics, Vol. 12,
No. 5, Sep.-Oct. 2006, pp. 733-740.
F. van Ham and A. 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.
M. Wattenberg, "Visual exploration of multivariate
graphs," Proceedings of ACM CHI '06, Montreal, Canada, April 2006,
pp. 811-819.
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.
More
Videos
MoireGraphs, Miss. State, InfoVis '03
Animated graph exploration, Cal-Berkeley, InfoVis '01 (link)
TreePlus,
Maryland
Vizster, UC Berkeley, InfoVis '05
Semantic Substrates and SocialAction, Maryland, InfoVis '06
Social Action, Senator voting
patterns, Maryland
Ploceus, Georgia
Tech, VAST '11
Graph-level
Operations (GLOs), Georgia Tech, InfoVis '14
Websites
Human
Diseases, New York Times
Live Plasma - music
artistis
Death
and Taxes, U.S. Budget
Social
Science visualization gallery
Social network analysis
Baseball
steroids social network, Adam Perer
Force-directed
example, Protovis, Stanford
Circos, circular graph drawing
UUUNET North America
Where
People Run, from citylab.com
The
flavor connection, from Scientific American
Graph
drawing tutorial, Brown
Graph drawing resources, graphdrawing.org
Jung, Java Universal
Network/Graph Framework
Graph
drawing resources, AT&T Labs
cola.js,
from Monash Univ.
Gephi, Open Graph Viz Platform
TouchGraph
TouchGraph's Google browser
Visual Complexity -
Graph Visualizations
Graham Wills home page
Semantic
substrates, Maryland
CiteVis,
Georgia Tech
Flavor
Connection, Scientific American
Vizster, UC Berkeley
Immersion, MIT
Social
Action, Maryland
GMap
- Graphs as Maps, Arizona
MatrixExplorer &
NodeTrix, INRIA
Ploceus, Georgia Tech
Graph-level
Operations (GLOs), Georgia Tech
Planarity - graph layout game
Atlas of Cyberspace
Nov. 10 -- Lab 8: Interaction and Transition 2
Class Slides
PDF
Preparation
S. Murray,
"Interactive Data Visualization for the Web", 2013. (chap. 10, Interactivity)
Lab Activity
D3
Interactivity 2
Websites
Scatterplot Matrix
Brushing, v3 code but still relevant by M. Bostock
Brush
and Zoom by M. Bostock
d3 bootstrap
tooltips
Margin
Convention by M. Bostock
Getting beyond hello world with d3 by J. Cukier
MDN - Introducing JavaScript Objects
W3C Schools - JavaScript Objects
JavaScript*: This, That And The Other Thing by Dale Schouten
Nov. 13, 15 -- Text and Documents
Class Slides
PDF
PDF
Preparation
F. Viegas, M. Wattenberg,
"Tag Clouds and the Case for Vernacular Visualization",
interactions, Vol. 15, No. 4, Jul-Aug 2008, pp. 49-52. PDF
Bohemian
Bookshelf video
Articles
D.A. Keim and D. Oelke, "Literature Fingerprinting: A New Method
for Visual Literary Analysis", Proc. of IEEE VAST '07, Oct. 2007,
pp. 115-122.
J. Chuang, D. Ramage, C.D. Manning, J. Heer, "Interpretation and
Trust: Designing Model-Driven Visualizations for Text Analysis",
Proc. of CHI '12, pp. 443-452.
C. Görg, et al, "Combining
Computational Analyses and Interactive Visualization for Document
Exploration and Sensemaking in Jigsaw", IEEE Trans.
on Visualization and Computer Graphics, Vol. 19, No. 10,
Oct. 2013, pp. 1646-1663.
S. Havre, B. Hetzler, and L. Nowell, "ThemeRiver: Visualizing Theme
Changes over Time", Proceedings of the 2000 IEEE Information
Visualization Symposium, Salt Lake City, Oct. 2000, pp. 115-123.
X. Lin, "Visualization for the Document Space," Proc. of
Visualization '92, Oct. 1992, pp. 274-281.
J. Novak and A. 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.
F. Viegas, S. Golder, and J. Donath,
"Visualizing Email Content: Portraying Relationships from
Conversational Histories", Proceedings of CHI 2006,
April 2006, pp. 979-988.
F. Viegas, M. Wattenberg, J. Feinberg, "Participatory
Visualization with Wordle", IEEE Trans. on Visualization
and Computer Graphics, Vol. 15, No. 6, Nov.-Dec. 2009,
pp. 1137-1144.
M. Wattenberg, F. 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.
J. Wise, "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.
More
Videos
Mani-Wordle, Seoul Natl. Univ., InfoVis '10
Parallel
Tag Clouds, IBM, VAST '09
FeatureLens, Maryland, CIKM '07
Bohemian Bookshelf, Calgary
PaperLens,
MSR, CHI '05
Jigsaw,
Georgia Tech, VAST '07
Jigsaw
(academic papers),
Georgia Tech, TVCG '13
Jigsaw
(car reviews),
Georgia Tech, TVCG '13
FacetAtlas, IBM, InfoVis '10.
SPIRE, PNL, InfoVis '95
Websites
Convention
word counts, the New York Times
Counting words
Wordle
EdWordle
Voyant Tools
State
of the Union Wordles, The Guardian
Concordance
software
State
of Union words, NY Times
TextArc
Jigsaw, Georgia Tech
Dissertation
browser, Stanford
Text Vis Browser, Linnaeus Univ.
Nov. 17 -- Lab 9: D3 Layouts
Class Slides
PDF
Preparation
Getting Started - Force Directed Graphs with d3 v4 from puzzlr
Lab Activity
D3 Layouts
Articles
S. Murray, "Interactive
Data Visualization for the Web", 2013. (chap. 11, Layouts)
Example Blocks
D3 v4 - force layout by shimizu
Treemap by M. Bostock
Simple Word Tree by E. Meeks
Pie Chart by M. Bostock
Force Directed Radial Layout by J. Vallandingham
Force Layout with Multiple Foci by J. Vallandingham
Sunburst Tutorial by D. Richards
Sequences sunburst by K. Rodden
Bubble Chart by M. Bostock
Circle-Packing by M. Bostock
Zoomable Circle Packing by M. Bostock
Stacked Area Chart by M. Bostock
by
D3 API
d3-force layouts - networks, hierarchies, bubble charts, beeswarm plots and physics engines
d3-hierarchy - clusters, trees, treemaps, partitions, and packing algorithms
d3-chord - circular chord layout
Nov. 20 -- Casual InfoVis
Class Slides
PDF
Preparation
InfoCanvas
video
Articles
Z. Pousman, J. T. Stasko and M. Mateas, "Casual
Information Visualization: Depictions of Data in Everyday Life",
IEEE Transactions on Visualization and Computer Graphics,
Vol. 13, No. 6, November/December 2007, pp. 1145-1152.
T. Skog, et al, "Between Aesthetics and
Utility: Designing Ambient Information Visualizations", Proc.
of InfoVis '03, pp. 233-240.
J. Fogarty, et al., "Aesthetic information collages: generating
decorative displays that contain information," Proc. UIST '01,
Nov. 2001, pp. 141-150.
J. Stasko, et al, "Personalized Peripheral Information Awareness
through Information Art", Proc. of UbiComp '04, Sept. 2004, pp. 18-35.
M. van Dantzich, et al., "Scope: Providing awareness of multiple
notifications at a glance," Proc. AVI '02, May 2002, pp. 267-281.
F. Viegas and M. Wattenberg, "Artistic data visualization:
Beyond visual analytics," Proceedings of HCII 2007, July 2007, pp. 182-191.
More
Websites
InfoVis
& Art, Presentation by Viegas & Wattenberg at InfoVis '06
Jason Salavon's art
Feltron
Annual Report, One's life as an annual report
Game of
Thrones color vis
Ambient Devices
Informative Art,
Viktoria Institute
InfoCanvas,
Georgia Tech
We Feel Fine -
Visualizing feelings
Videos
ambientROOM, MIT, CHI '98
InfoCanvas,
InfoVis '05
Nov. 27 -- Time Series Data
Class Slides
PDF
Preparation
EventFlow video
Articles
W. Aigner, S. Miksch, W. Muller, H. Schumann, C. Tominski,
"Visual Methods for Analyzing Time-Oriented Data",
IEEE Trans. on Visualization and Computer Graphics,
Vol. 14, No. 1, Jan.-Feb. 2008, pp. 47-60.
L. Byron & M. Wattenberg,
"Stacked Graphs - Geometry & Aesthetics",
IEEE Trans. on Visualization and Computer Graphics,
Vol. 14, No. 6, Nov.-Dec. 2008, pp. 1245-1252.
H. Hochheiser and B. 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.
T. Kapler and W. Wright, "GeoTime Information Visualization",
Information Visualization, Vol. 4, No. 2, Summer 2005,
pp. 136-146.
P. McLachlan, T. Munzner, E. Koutsofios, and S. North,
"LiveRAC: interactive visual exploration of system
management time-series data," Proc. of CHI '08, April 2008, pp. 1483-1492.
C. Plaisant, et al, "LifeLines: Visualizing Personal
Histories." Proc. of CHI '96, pp 221-227.
J. van Wijk and E. van Selow, "Cluster and Calendar based
Visualization of Time Series Data", Proc. of InfoVis '99, Oct. 1999,
pp. 4-9.
More
Videos
Lifelines, Univ. Maryland, CHI '96
Lifelines2, Univ. Maryland, CHI '08
EventFlow,
Univ. of Maryland
LiveRAC,
UBC, CHI '08
Websites
The TimeViz Browser
LifeLines, Maryland
LifeLines2, Maryland
Temporal data
visualization research, Maryland
Movie character timelines
Web
browser percentage of market
Movie
receipts over time from NY Times
History
flow from IBM
Connected
scatterplots exmaple, NY Times
In
Praise of Connected Scatterplots, Alberto Cairo
History
of Sampling
Software
TimeSearcher,
Maryland
Simile, time series widgets from MIT
Nov. 29 -- Visual Analytics
Class Slides
PDF
Preparation
Visual
Analytics, VisMaster in EU
Articles
D. Keim, G. Andrienko, J.-D. Fekete, C. Gorg, J. Kohlhammer, and
G. Melancon, "Visual Analytics: Definition, Process, and Challenges",
in Information Visualization: Human-Centered Issues and
Perspectives, (Editors: A. Kerren, J. Stasko, J.-D. Fekete,
C. North), Springer, 2008, pp. 1-18.
M. Bilgic, L. Licamele, L. Getoord, B. Shneiderman,
"D-Dupe: An Interactive Tool for Entity Resolution in Social Networks",
Proceedings of IEEE VAST '06, Oct. 2006, pp. 43-50.
R. Chang, et al, "Scalable and interactive visual analysis of
financial wire transactions for fraud detection", Information
Visualization, Vol. 7, No. 1, Spring 2008, pp. 63-76.
J. Stasko, C. Gorg, and Z. Liu, "Jigsaw: Supporting
Investigative Analysis through Interactive Visualization", Information
Visualization, Vol. 7, No. 2, Summer 2008, pp. 118-132.
C. Görg, et al, "Combining
Computational Analyses and Interactive Visualization for Document
Exploration and Sensemaking in Jigsaw", IEEE Trans.
on Visualization and Computer Graphics, Vol. 19, No. 10,
Oct. 2013, pp. 1646-1663.
J. Thomas and K. Cook, Illuminating the Path - The Research and
Development Agenda for Visual Analytics, IEEE Press, 2005.
P.C. Wong, et al, "Walking the path: a new journey to explore and
discover through visual analytics", Information Visualization,
Vol. 5, No. 4, Winter 2006, pp. 237-249.
W. Wright, D. Schroh, P. Proulx, A. Skaburskis, and
B. Cort, "The sandbox for analysis: concepts and
evaluation", Proceedings of ACM CHI '06, April 2006,
pp. 801-810.
More
Websites
Visual Analytics
Community
Visual Analytics in the
EU
InterAxis,
Georgia Tech
LineUp, Caleydo
Jigsaw,
Georgia Tech
Videos
Visual
Analytics, VisMaster in EU
Precision
Information Environments vision video
Jigsaw
(academic papers),
Georgia Tech, TVCG '13
Jigsaw
(car reviews),
Georgia Tech, TVCG '13
Sandbox,
Oculus/Uncharted, VAST '07 Contest
Entity Workspace, PARC
Analyst's Workspace, Va Tech, VAST '12
IN-SPIRE, PNNL
D-Dupe, Maryland, VAST '06
WireVis, UNCC, Information Visualization '08
Coast
Guard Search & Rescue, Overview,
Scenario,
Purdue, VAST '11
Dec. 1 -- Lab 10: D3 Maps
Class Slides
PDF
Preparation
S. Murray, "Interactive
Data Visualization for the Web", 2013. (chap. 12: Geomapping)
Lab Activity
D3
Maps
Articles
Command-Line Cartography, Part 1 by M. Bostock
Command-Line Cartography, Part 2 by M. Bostock
Command-Line Cartography, Part 3 by M. Bostock
Command-Line Cartography, Part 4 by M. Bostock
Drawing Maps with D3.js and Other Geographical Fun by G. Jenson
Example Blocks
U.S. Population Density by M. Bostock
Windmap by Kai
World Countries by J. Davies
World Map by J. Davies
Ocean by J. Davies
D3 API
d3-geo - paths, projections, spherical math, spherical shapes, streams, transforms, clipping
Dec. 4 -- Review
Class Slides
PDF
Preparation
Articles
J. Heer, M. Bostock, and V. Ogievetsky, "A Tour through the
Visualization Zoo", Communications of the ACM, Vol. 53, No. 6,
June 2010, pp. 59-67.
Additional Papers
DROPPED -- Evaluation
Class Slides
PDF
Preparation
Articles
S. Carpendale, "Evaluating Information Visualizations",
in Information Visualization: Human-Centered Issues and
Perspectives, (Editors: A. Kerren, J. Stasko, J.-D. Fekete,
C. North), Springer, 2008, pp. 19-45.
Additional Papers
S. Bateman, et al, "Useful Junk? The Effects of Visual
Embellishment on Comprehension and Memorability of Charts",
Proc. of ACM CHI '10, April 2010, pp. 2573-2582.
C. M. Danis, F. B. Viegas, M. Wattenberg, J. Kriss,
"Your place or mine?: visualization as a community component",
Proc. of ACM CHI '08, April 2008, pp. 275-284.
Y. Kang, C. Gorg, J. Stasko, "How Can Visual
Analytics Assist Investigative Analysis? Design Implications from an
Evaluation," IEEE Trans. on Visualization and Computer
Graphics, Vol. 17, No. 5, May 2011, pp. 570-583.
H. Lam, E. Bertini, P. Isenberg, C. Plaisant,
and S. Carpendale. "Empirical Studies in Information
Visualization: Seven Scenarios." IEEE Trans. on Visualization
and Computer Graphics, Vol. 18, No. 9, Sept. 2012, pp. 1520-1536.
Q. Li and C. North, "Empirical Comparison of Dynamic Query
Sliders and Brushing Histograms", Proc. of InfoVis '03, Oct. 2003,
pp. 147-154.
A. Perer and B. Shneiderman, "Integrating statistics and
visualization: case studies of gaining clarity during exploratory data
analysis", Proc. of ACM CHI '08, April 2008,
pp. 265-274.
C. Plaisant, "The challenge of information visualization
evaluation", Proc. of AVI '04, May 2004, pp. 109-116.
C. Plaisant, J.-D. Fekete, G. Grinstein, "Promoting
Insight-Based Evaluation of Visualizations: From Contest to Benchmark
Repository," IEEE Transactions on Visualization and Computer Graphics,
Vol. 14, No. 1, Jan-Feb 2008, pp. 120-134.
G. Robertson, R. Fernandez, D. Fisher, B. Lee, and
J. Stasko, "Effectiveness of Animation in Trend Visualization,"
IEEE Trans. on Visualization and Computer Graphics, Vol. 14,
No. 6, Nov.-Dec. 2008, pp. 1325-1332.
P. Saraiya et al, "An Insight-Based Methodology for Evaluating
Bioinformatics Visualizations", IEEE Trans. on Vis.
and Computer Graphics, Vol. 11, No. 4, Jul/Aug 2005, pp. 443-456.
B. Shneiderman, C. Plaisant,
"Strategies for evaluating information visualization tools:
multi-dimensional in-depth long-term case studies",
Proc. of BELIV '06, May 2006, pp. 1-7.
J. Stasko, et al, "An Evaluation of Space-Filling Information
Visualizations for Depicting Hierarchical Structures",
International Journal of Human-Computer Studies, Vol. 53,
No. 5, Nov. 2000, pp. 663-694.
J. Stasko, "Value-Driven Evaluation of Visualizations",
Proc. of BELIV '14, Nov. 2014, pp. 46-53.
More
Dropped -- Commercial Systems Demos & Discussion
Class Slides
PDF
Preparation
Articles
M. Spenke and C. Beilken, "InfoZoom - Analysing Formula One
racing results with an interactive data mining and visualization
tool," Proceedings of 2nd Intl. Conf. on Data Mining,
July 2000.
Additional Papers
S. Eick, "Visual Discovery and Analysis", IEEE Transactions on
Visualization and Computer Graphics, Vol. 6, No. 1, Jan-Mar 2000,
pp. 44-58.
More
Software
Spotfire from TIBCO
Tableau from Tableau Software
Qlik Sense from Qlik
InfoZoom from HumanIT
dropped -- Social Visualization
Class Slides
PDF
Articles
F. Viegas, S. Golder, and J. Donath,
"Visualizing Email Content: Portraying Relationships from
Conversational Histories", Proceedings of CHI 2006, Montreal, Canada,
April 2006, pp. 979-988.
M. Wattenberg and J. Kriss, "Designing for Social Data
Analysis," IEEE Transactions on Visualization and Computer
Graphics Vol. 12, No. 4, Jul.-Aug. 2006, pp. 549-557.
Additional Papers
D. Baur, F. Seiffert, M. Sedlmair, and S. Boring,
"The Streams of Our Lives: Visualizing Listening Histories in Context",
IEEE Transactions on Visualization and Computer Graphics,
(InfoVis '10), Vol. 16, No. 6, Nov/Dec 2010, pp. 1119-1128.
J. Donath, K. Karahalios, and F. Viegas,
"Visualizing Conversations", Proc. of HICSS-32, Jan. 1999.
M. Dork, D. Gruen, C. Williamson, and S.
Carpendale, "A Visual Backchannel for Large-Scale Events",
IEEE Transactions on Visualization and Computer Graphics,
(InfoVis '10), Vol. 16, No. 6, Nov/Dec 2010, pp. 1129-1138.
J. Heer and d. boyd, "Vizster: Visualizing Online Social
Networks", Proc. of IEEE InfoVis '05, Oct. 2005, pp. 33-40.
F. Viegas, d. boyd, D. Nguyen, J. Potter, J. Donath, "Digital
Artifacts for Remembering and Storytelling: PostHistory and Social
Network Fragments," Proc. of HICSS'04, Jan. 2004.
F. Viegas, E. Perry, E. Howe, and J. Donath,
"Artifacts of the Presence Era: Using Information Visualization to
Create an Evocative Souvenir," Proc. of IEEE InfoVis '04,
Oct. 2004, pp. 105-111.
R. Xiong and J. Donath, "People Garden: Creating Data
Portraits for Users," Proc. of UIST '99, Nov. 1999, pp. 37-44.
More
Websites
Social
Visualization Workshop, from CHI '06
Social Media Group, MIT
Social Spaces Group, Illinois
NameVoyager
of the Baby Name Wizard
Videos
Visual Backchannel, Univ. Calgary, InfoVis '10
LastHistory,
InfoVis '10
dropped -- Animation
Class Slides
PDF
Articles
J. Heer and G. Robertson. "Animated Transitions in
Statistical Data Graphics," IEEE Transactions on Visualization and
Computer Graphics Vol. 13, No. 6, Nov.-Dec. 2007, pp. 1240-1247.
Additional Papers
L. Bartram, et al, "Moticons: detection,
distraction, and task", Intl. Journal of Human-Computer
Studies, Vol. 58, No. 5, May 2003, pp. 515-545.
G.G. Robertson, S.K. Card, and J.D. Mackinlay,
"Information Visualization Using 3D Interactive Animation",
Communications of the ACM, Vol. 36, No. 4, Apr. 1993,
pp. 57-71.
G. Robertson, R. Fernandez, D. Fisher, B. Lee, and
J. Stasko, "Effectiveness of Animation in Trend Visualization,"
IEEE Trans. on Visualization and Computer Graphics, Vol. 14,
No. 6, Nov.-Dec. 2008, pp. 1325-1332.
More
Websites
Animated
transitions in visualizations, J. Heer, Stanford
Videos
Rosling's updated GapMinder talk - from BBC, 2010
