Overview
Week |
Dates |
Topic |
Topic |
HW Out |
1 |
Aug 24, 26 |
Introduction |
Data Vis overview |
HW 1 |
2 |
Aug 31, Sep 2 |
Multivariate data & tables |
Visual perception |
HW 2 |
3 |
Sep 7, 9 |
User tasks and analysis |
Statistical graphs |
|
4 |
Sep 14, 16 |
Tools |
Design practice & exercises 1 |
HW 3 |
5 |
Sep 21, 23 |
Multivar. reps. - Lines, axes, regions |
Multivar. reps. - Dots, glyphs |
6 |
Sep 28, 30 |
Data Humanism |
Design 1 |
HW 4 |
7 |
Oct 5, 7 |
Design 2 |
Graphical integrity |
8 |
Oct 12, 14 |
No Class - Fall break |
Overview & detail / Quiz 1 |
9 |
Oct 19, 21 |
Tableau |
Communication & storytelling |
HW 5 |
10 |
Oct 26, 28 |
Interaction |
Time series data |
|
11 |
Nov 2, 4 |
Text & documents 1 |
Text & documents 2 |
12 |
Nov 9, 11 |
Graphs and networks |
Hierarchies & trees |
HW 6 |
13 |
Nov 16, 18 |
Geospatial visualization |
Evaluation |
|
14 |
Nov 23, 25 |
Design practice & exercises 2 |
No Class - Thanksgiving |
|
15 |
Nov 30, Dec 2 |
Post-WIMP interaction / Quiz 2 |
Visual analytics (Prof. Endert) |
|
16 |
Dec 7, 9 |
Review & Project discussion |
Project demos (slots tbd) |
17 |
Dec 14* |
Project video presentations |
(2:40-5:30 pm) |
Detail
Below are summaries of all the materials for each class. References
for readings and articles, videos shown, websites referenced, and
software demonstrated are listed for each topic. The lecture slides
are included in Canvas.
Aug. 24 -- Introduction
Class Slides
In Canvas
Post Reading
Tufte Shuttle recap (in Canvas)
Websites
Covid Risk, GT
Coronavirus
Pandemic Data Explorer> from Our World in Data
Covid
state restrictions from NY Times
Videos
Video of
accident on youtube
Web Articles
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. 26 -- Data Vis Overview
Pre Reading
Data Visualization Versus UI and Data Science, L. Cherny
Post Reading
S. Card, J. Mackinlay and B. Shneiderman, Readings in
Information Visualization, Using Visualization to Think Morgan Kaufmann,
1999, pp. 1-34. (in Canvas)
Relevant
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.
Websites
Anscombe's
Quartet
Nuclear arms race - visual.ly
Death
and Taxes - visual.ly
Best
beer in America
- Mike Wirth Art
Beer -
Beer graph
Religious
belief and income - awesome.good.is
Where
We Live
- Joe Lertola
60
Silliest pie charts - twentytwowords.com
FOX News pie
chart
People
are worried about Covid, from Gigi
NameVoyager
of the Baby Name Wizard
InfoVis Wiki
Flowing Data
Chartable, from Datawrapper
Scoop.It!
The
Economist's Graphic Detail
Visualization
Blog Compendium
Aug. 31 -- Multivariate Data & Tables
Pre Reading
How
to Prepare Data, Lisa Charlotte Muth
Art
and Science of the scatterplot, Pew Research
Web Articles
Not applicable data, stephaniegreen
Tackling
air pollution & climate change (scatterplot ex), GAHP
Websites
Trifacta - Data wrangling
Videos
Data
cleaning using Trifacta's Wrangler
Sep. 2 -- Visual Perception
Pre Reading
Choosing
Colors for Data Visualization, M. Stone, 2006.
How to
pick more beautiful colors for your data visualizations,
L. C. Muth
Viz Palette for Data Visualization Color, E. Meeks
Relevant
V. Setlur and M. Stone, "A Linguistic Approach to Categorical
Color Assignment for Data Visualization", IEEE Trans. on Visualization
and Computer Graphics, Vol. 22, No. 1, Jan. 2016, pp. 698-707.
Videos
Color
in political maps from the Daily Show
Color selector
algorithm, Tableau
How
languages change the way we see colors (Himba), from Gavin Evans
Change
blindness picture examples, from UBC
Change
blindness video examples, from Dan Simons at Illinois
Websites
C. Healey, "Perception
in Visualization," NC State
Color blindness
evaluation, Colorlite
Color Brewer, C.
Brewer
ColorDesigner
Coolors
Colorgorical, Brown Univ.
Viz Palette,
seeing colors in action, E. Meeks & S. Lu
chroma.js
JavaScript library for helping work with colors, G. Aisch
Checker
shadow illusion, Wikipedia
What
color are the balls?, Chaz Firestone
Interactive color challenge
Color
names from xkcd
Color
resources, If We Assume
Web Articles
How
the Himba see colors, Gondwana collection
How
not to suck at color, Greg Gunn
Design
for red-greem color blindness, from visualising data
Choosing
Fonts for Data Vis, Tiffany France
The
little of vis design, from visualisingdata.com, A. Kirk
39
studies about human perception, from K. Elliott
Sep. 7 -- User Tasks and Analysis
Pre Reading
Banning
exploration in my infovis class, by E. Adar
Relevant
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.
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.
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.
A. Rind, W. Aigner, M. Wagner, S. Miksch, and T. Lammarsch,
"Task Cube: A three-dimensional conceptual space of user tasks in
visualization design and evaluation", Information Visualization,
Vol. 15, No. 4, pp. 288-300, 2015.
H.J. Schulz, T. Nocke, M. Heitzler, and H. Schumann,
"A Design Space of Visualization Tasks", IEEE Trans. on
Visualization and Computer Graphics, Vol. 19,
No. 12, Dec. 2013, pp. 2366-2375.
K. Sedig, P. Parsons, A. Babanski, "Towards a Characterization of
Interactivity in Visual Analytics" JMPT, Vol. 3, No. 1, 2012,
pp. 12-28.
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.
Sep. 9 -- Statistical Graphs
Pre Reading
Use
Pie Charts?, policyviz.com
"Effectively
Communicating Numbers - Selecting the Best Means and Manner of
Display", S. Few, 2006.
Relevant
S. Few, Show Me the Numbers, Analytics Press, 2004.
S. Few, Now You See It, Analytics Press, 2009.
Websites
Line graphs with zero baseline?, A. Cairo
Graph
baselines at zero?, S. Haroz
Chartopedia,
anychart.com
Dataviz Project by
ferdio
Google
Chart Gallery
Visual
Vocabulary, Financial Times
Data
Vis Decision Tree, S. Pugsley
Web Articles
Bar
charts must have zero baseline, C. N. Knaflic
Bar
Chart Baselines Start at Zero, N. Yau
OK
not to start y-axis at zero, D. Yanofsky
Social
trust of friends and strangers, G. Mulgan
French
Fry power ranking, LA Times
Stacked
bar charts, Priceonomics
Caffeine's
effect on sleeping, Towards Data Science
When
to use Bump Charts, K. Flerlage
5
Ways Data Vis Can Lie, K. Fortney
Pros
and Cons of Chart Taonomies, A. Makulec
Videos
Don't
Break the Bar, J. Schwabisch
Remove
to Improve (pie chart), Joey Cherdarchuk
Sep. 14 -- Visualization Tools
Post Reading
One
Chart, 12 Tools from Lisa Charlotte Muth
One
Chart, 9 Tools - Revisited, from Lisa Charlotte Muth
Relevant
Guide
to Data Visualization with Excel, J. Schwabish
Web Articles
My
Top 10 Data Visualization Excel Websites, John Schwabish
Retrospective
on Many Eyes, Frank Van Ham
Creative
Bloq's 37 best tools for data visualization
Top
20 Data Visualization Tools from UIE
Frustrations
with DataViz Tools, J. McChesney
Websites
Making charts in
Excel, simplexct
Visualising
Data's software resources list
Data
visualization projects on GitHub
Videos
Using
ManyEyes 1
Using
ManyEyes 2
Voyager
Voyager 2
Software
Datawrapper
RAWGraphs
inzight
Flourish
Voyager, Univ. of Washington
Voyager 2, Univ. of Washington
Sep. 16 -- Practice & Examples
Web Articles
Five
ways to draw a bar chart, Andy Kirk
How
many ways can you draw a barchart?, Leenke De Donder
One data set visualized 25 ways, N. Yau
Sep. 21 -- Multivar. Visual Reps: Lines, Axes, & Regions
Relevant
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.
D. Keim, "Information Visualization and Visual Data
Mining."IEEE
Trans. on Visualization and Computer Graphics, Vol. 8, No. 1,
pp. 1-8, 2002. 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.
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.
Websites
72
splendid slopegraphs, Storytelling with Data
Parallel
coordinates, Julian Heinrich
Star/Radar
plots of fast food restaurants, BoingBoing
Problem
with Radar plots, Luke Bornn
Parallel Sets, UNCC, InfoVis '05
Videos
Table Lens, Xerox PARC, CHI '95
EZChooser, MERL
LineUp,
Linz & Harvard, InfoVIs '03
FLINA View, TU Eindhoven, InfoVis '11
Software
LineUp, Caleydo
Parallel Sets, UNCC
Sep. 23 -- Multivar. Visual Reps: Dots and Glyphs
Pre Reading
Dear Data
Importance
of Chart Type Names, Xenographics
When
Charts Go Weird: The Joy of Xenographics, Duncan Geere
Relevant
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.
D. Park, S. M. Drucker, R. Fernandez and N. Elmqvist, "Atom: A
Grammar for Unit Visualizations," IEEE Trans. on
Visualization & Computer Graphics, vol. 24, no. 12, pp. 3032-3043,
Dec. 2018.
J.M. Rzeszotarski and A. Kittur. "Kinetica:
naturalistic multi-touch data visualization." Proc. of CHI '14,
pp. 897-906.
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.
Websites
Impact
of Vaccines (Matrix plot), WSJ
Top
100 city destinations (Waffle
Diagram), euromonitor.com
Working
on Tips (waffle diagram), flowingdata.com
Population
using the Internet (Waffle diagram), www.one.org
Spending
at Trump properties (Bee swarm), Axios
Vaccine
doses per country (Bee swarm), Washington Post
Chicago
police detainees, the Guardian
The
Swedish Vote, svt
Gun
deaths in the US, FiveThirtyEight
US
states in Chernoff faces, L. Gamio at Axios
Surviving the Titanic, Tableau Public
The Women of Data
Viz, by Alli Torban
Nation's
World Cup appearances, Sonja Kuijpers
Democratic
Deficit Countries, Frederica Fragapane
Xenographics, Martin Lambrechts
Videos
Dust
& Magnet, Georgia Tech, Information Visualization '05
Dust
& Magnet on MSR Hub, Georgia Tech, '16
Kinetica,
CMU, CHI '14
SandDance, Microsoft Research
Untangling Euler Diagrams, MSR, InfoVis '10
OnSet, Georgia Tech, InfoVis '14
Software
SandDance, Microsoft Research
OnSet, Georgia Tech, InfoVis '14
Sep. 28 -- Data Humanism
Pre Reading
Putting
data back into context, by C. D'Ignazio
Why
Data is Never Raw, by N. Barrowman
The
Data Are NOT Objective, and Neither Are You, by A. Khoo
Data
is Personal, by E. Peck
Ethical Design Recommendations for COVID-19
Visualizations, by K. Hepworth
Relevant
E. Peck, S. Ayuso, and O. El-Etr. "Data is
Personal: Attitudes and Perceptions of Data Visualization in Rural
Pennsylvania". Proc. of ACM CHI '19, May 2019, Paper 244, 12 pages.
M. Correll, "Ethical Dimensions of Visualization Research",
Proc. of ACM CHI '19, May 2019, 13 pages.
C. Lee, et
al, "Viral
Visualizations: How Coronavirus Skeptics Use Orthodox Data Practices
to Promote Unorthodox Science Online". Proc. of ACM CHI '21,
May 2021, 18 pages.
Web Articles
Data
Humanism Manifesto, from G. Lupi
Sep. 30, Oct. 5 -- Design
Pre Reading (Day 1)
What
Makes a Vis Elegant? , A. Kirk
Designing
a Custom Visualization, Jon Olav H. Eikenes
Chart
Design lessons from Covid, A. Makulec
Pre Reading (Day 2)
Design and Redesign in Visualization, Viegas & Wattenberg
Unsolicited
feedback, C. Nussbaumer Knaflic
Building
a thriving data vis community, B. Jones
Post Reading
A. Vande Moere and H. Purchase, "On the role of Design in
Information Visualization", Information Visualization,
Vol. 10, No. 4, pp. 356-371, 2011. (in Canvas)
Relevant
Z. Liu, J. Thompson, et al, "Data Illustrator: Augmenting Vector
Design Tools with Lazy Data Binding for Expressive Visualization
Authoring", Proc. of CHI '18, Apr. 2018.
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.
Web Articles
Design challenges, Storytelling with Data
Country
donations design challenge, storytelling with data
How
to Make Accessible Visualizations, fossheim.io
Data
Viz Trends in the #TidyTuesday Community, N. Grantham
How
I Became a Data Vis Designer, N. Bremer
Best
of 2020, N. Yau, FlowingData
Best
of 2020, fivethirtyeight
Best
of 2020, Flourish
Best
of 2020, VisualCapitalist
List of Best of 2020 Lists
Web Visualizations
Covid
outcomes, COBR
Earth's
Surface, Visual Capitalist
Tornadoes,
Flerlage brothers
An
Expanding (Nuclear) Concern, Pentagram
Nobel Prize
winners, Giorgia Lupi and Accurat
Alberto Cairo
Systems
SketchInsight
Lyra
iVisDesigner
Data-Driven Guides
iVoLVER
InfoNice
DataInk
Data Illustrator
Charticulator
Oct. 7 -- Graphical Integrity
Post Reading
Why
you sometimes need to break the rules, Rosamund Pearce
Manifesto
for Putting 'Chartjunk in the Trash in 2021!, Utah VDL
Relevant
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.
Web Articles
Why charts should have a zero baseline
Georgia's
Covid dashboard, Atlanta Magazine
Declutter
this graph example, by Cole Nussbaumer Knaflic
Donations
about deiseases, Circle width versus area, R. Krum
Websites
When
a data vis about a topic resembles the topic, Ben Jones
Tufte's website
Scrollytelling version of Minard's march
Nigel Holmes
website
WTF Visualizations
Junk charts
Data
Vis: What Not to Do, C. Hudson
Oct. 14 -- Overview and Detail (including Focus + Context and Zooming)
Pre Reading
Micro-macro
view superpower, D. Baur
Relevant
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.
Videos
Powers
of Ten, by
Eames youtube
link
PadPrints, New Mexico, UIST '98
PhotoMesa,
Maryland, UIST '01
FacetZoom, CHI '08
Information Mural, Georgia Tech, InfoVis '95
Fisheye
Views of Graphs, DEC SRC, CHI '93
Table Lens, Xerox PARC, CHI '95
DateLens,
Maryland & MSR
Websites
Powers of 10
Scale of the Universe 2 -
Zooming example
prezi.com
Selfiecity
DateLens,
Maryland
Oct. 19 -- Tableau
Web Articles
Tableau
training videos, Tableau
Tableau
Basics in 6 minutes , Jeff Hale
Small
multiples Krishna P.
Tableau
mistakes to avoid
Creating
animations in Tableau R. Rai
30
resources for Tableau dashboards
Tableau
Resources , Alberto Cairo
Comparing
Tableau to powerBI
Videos
Tableau
tutorial, from Edureka
Tableau Zen
Master Tips & Tricks, Andy Kriebel
Software
Tableau
Oct. 21 -- Communication & Storytelling
Pre Reading (Viewing, in this case)
500,000 dots is too
many, F. Gagnon
How
is an infographic different than a data vis, P. Taei
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
MBTA Data from WPI
The Fallen of WWII
Post Reading
A. Thudt, J. Walny, T. Gschwandtner, J. Dykes, J. Stasko,
"Exploration and Explanation in Data Driven Storytelling", chapter
in Data-Driven Storytelling, edited by N. Henry Riche,
C. Hurter, N. Diakopoulos, and S. Carpendale, CRC Press,
2018. (in Canvas)
Relevant
N. Henry Riche, C. Hurter, N. Diakopoulos, and S. Carpendale
(editors), Data-Driven Storytelling, CRC Press, 2018.
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.
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.
Videos
Hans
Rosling talk - from TED Conference, 2006
Hans
Rosling talk - from TED Conference, 2007
Story
about Hans Rosling, Nature
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
Web Articles
W.E.B. Du
Bois , dataliteracy.com
W.E.B. Du
Bois' Visionary Infographics , Smithsonian
Legacy of W.E.B. Du Bois , J. Forrest
Tufte
praises Megan Jaegerman
Obama
job chart discussion
What
Killed the InfoGraphic?
Motivational
Visualizations, Eli Holder
Websites and visualizations
Data-Driven Journalism
Collection of DDS EXamples, and framework of techniques used
Infographic
of infographics from wired
Obesity
in America from thedinfographics.com
Left vs. Right from information is beautiful
Weather radials
The
rich are killing the planet, S. Jockers, Datawrapper
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
MBTA Data from WPI
Ben & Jerry's
ice cream, Hesham Eissa & Lindsey Poulter
Visualizing
Shark Numbers, J. Janicki and J. Whisenant
College
Football Crowds and Covid Risk, ESPN
The Fallen of WWII
Street
Names from NY Times
Satellites
Orbiting Earth from Quartz
Gay
rights in US states from the Guardian
How
Levees Increase Flooding, ProPublica
Visual
Intro. to Machine Learning
Family
income and college
from NY Times
China's
economic slowdown
from the Guardian
Film Dialog from Polygraph
What's Really Warming the World?from Bloomberg
Can
you live on minimum wage? from NY Times
California's
Getting Fracked from Flagg, Craig, and Bruno
Drone Strikes
from Pitch Interactive
Climate
Change from Washington Post
Why do dogs? from
Nadieh Bremer
Information is
Beautiful - David McCandless' website
Data
Storytelling Resources from Juice Analytics
Oct. 26 -- Interaction
Pre Reading
Why
are we doing fewer interactive graphics?, A. Tse, NYT
Deputy Graphics Editor (review the slides of the talk)
The
death of interactive infographics?, D. Baur
In
Defense of Interactive Graphics, G. Aisch, NYT
Post Reading
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. (in Canvas)
Relevant
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.
Videos
Generalized Selection, Stanford, CHI '08
FacetMap, MSR, InfoVis '06
FilmFinder, Univ. Maryland, 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
DataBreeze
(multimodal interaction), Georgia Tech
Software
HomeFinder, Univ. of Maryland download
Spotfire
OnSet, Georgia Tech, InfoVis '14
Websites
Interactive
histogram from Alan Dix
Visual Thesaurus
NameVoyager
of the Baby Name Wizard
Dynamic query on apt
finding, WalkScore
Diamond
finder with dynamic queries
Brushable
scatterplot matrix, M. Bostock
NYC Foodiverse, Will Su
Animated
income mobility charts, NY Times
Oct. 28 -- Time Series Data
Pre Reading
Alternative
ways for visualizing timelines, Neil Richards
Relevant
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.
Videos
Lifelines & Lifelines2, Univ. Maryland, CHI '96, CHI '08
EventFlow,
Univ. of Maryland
LiveRAC,
UBC, CHI '08
Websites
US elections over time (animation), streamable.com
US
elections over time (no animation), NY Times
Voting
Bloc shifts, NY Times
Movie character timelines
Covid
hotspots animation, N. Bauer
DimpVis, UOIT
J. Yellen
Fed (Connected
scatterplots), NY Times
Olympic
Glory (connected scatterplot), economist
In
Praise of Connected Scatterplots, Alberto Cairo
Lego
colors by decade, dataisbeautiful
How
electricity is produced in each state, NY Times
News
cycles horizon graph, axios
Movie
receipts over time from NY Times
When
are Babies Born?, Scientific Americian
How
popular is your birthday, Daily Viz
Calendar
heatmap view, Mike Bostock
Olympic
feathers, N. Bremer
Web
browser percentage of market
LifeLines, Maryland
LifeLines2, Maryland
Visual
History of Top Golfers, Ben Davis in Tableau Public
Visual
History of Top Women's Tennis Players, Guardian
Impact
of Vaccines, WSJ
Coronavirus
Chart, Financial Times
Coronavirus
excess death rates, Financial Times
History
of Pandemics, Visual Capitalist
Dissecting
a Trailer, NY Times
Story Curves,
N.W. Kim
Time Curves, B. Bach
Food queries on google
The TimeViz Browser
Software
TimeSearcher,
Maryland
Simile, time series widgets from MIT
Timeline
Storyteller, Microsoft
Nov. 2, 4 -- Text and Documents
Pre Reading
F. Viegas, M. Wattenberg,
"Tag Clouds and the Case for Vernacular Visualization",
interactions, Vol. 15, No. 4, Jul-Aug 2008,
pp. 49-52. (in Canvas)
Why
Should We Count Words?, H. Froehlich
Relevant
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.
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.
Videos
Parallel
Tag Clouds, IBM, VAST '09
FeatureLens,
Maryland, CIKM '07
SentenTree,
Georgia Tech & Twitter
Visualizing
TED talks, E. Berloe & S. Gourley
Jigsaw,
Georgia Tech, VAST '07
Jigsaw
(academic papers),
Georgia Tech, TVCG '13
Jigsaw
(car reviews),
Georgia Tech, TVCG '13
SPIRE, PNL, InfoVis '95
Web Articles
Word
clouds considered harmful, Jacob Harris
How
to Improve Word Clouds, M. Hearst
Websites
Convention
word counts, the New York Times
State
of the Union Wordles, The Guardian
Word use in State of Union, NY Times
State
of Union words, NY Times
TextArc, recreated
at vallandingham.me
Dissertation
browser, Stanford
Text Vis Browser, Linnaeus Univ.
Software
EdWordle
Voyant Tools
SentenTree,
Georgia Tech & Twitter
Jigsaw, Georgia Tech
Nov. 9 -- Graphs and Networks
Relevant
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.
Videos
Visualizing
Connections, Nadieh Bremer at Eyeo 2019
TreePlus,
Maryland
Semantic Substrates and SocialAction, Maryland, InfoVis '06
PivotSlice,
Toronto & UOIT
Social Action, Senator voting
patterns, Maryland
Vizster, UC Berkeley, InfoVis '05
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
Force-directed
example, Mike Bostock
d3-force
testing ground, Steve Haroz
Naming
names in presidential debates, NY Times
Circos, circular graph drawing
Plastic
waste export/import (Sankey), Financial Times
Movement
between majors at GT (Sankey), Georgia Tech
UUUNET North
America
Connected Papers
Where
People Run, from citylab.com
Transit Maps tumblr
London Tube
Actual
London subway geography
Walking lines for the Tube
Myths about H. Beck and the Tube map? , A. Cairo
Paris Metro map
Atlanta MARTA map
Game of Thrones transit map
GMap
- Graphs as Maps, Arizona
Marvel
Universe interactive, straitstimes.com
visualcinnamon.com,
Nadieh Bremer's site
The
flavor connection, from Scientific American
Academic
fields relations?, R. Hanson
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
Semantic
substrates, Maryland
CiteVis,
Georgia Tech
Vizster, UC Berkeley
Social
Action, Maryland
MatrixExplorer &
NodeTrix, INRIA
Ploceus, Georgia Tech
Graph-level
Operations (GLOs), Georgia Tech
Planarity - graph layout game
Atlas of Cyberspace
Nov. 11 -- Hierarchies and Trees
Relevant
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.
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.
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.
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.
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.
Videos
Information Visualizer, Xerox PARC
Hyperbolic Tree, Xerox PARC, CHI '96
SpaceTree,
Univ. of Maryland, HCIL '02
Sunburst
from Georgia Tech
Sunburst in
Tableau tutorial, Super DataScience
Custom
Tableau Workshop - Sunburst, SAF Business Analytics
Zoomology, InfoVis '03, Georgia Tech
Websites
Election
2016, from NY Times
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
World
of Languages (voronoi treemap), visualcapitalist.com
Periodic
table SunBurst, Wijmo
Maze (SunBurst), Uber
Radial
treemaps in Tableau, Bora Beran
World
food brands, Oxfam Intl.
treevis.net from Hans-Jorg Schulz
Software
SequoiaView file
visualizer by Technische Universiteit Eindhoven
DaisyDisk, (SunBurst)
Nov. 16 -- Geospatial Visualization
Relevant
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. GuilfordPress.
Robinson, A. H. M., Muehrcke, J. L., Kimerling, P. C., & Guptill,
A. J. (1995). Elements of cartography (No. 526 E4).
Websites
Map
of every European city , TerribleMaps
Map
of every American city , TerribleMaps
Racial
dot map, Univ. Virginia
FL
counties vote symbol map , NY Times
US
counties vote , USA Today
US
county vote swings , G. Elliott Morris
Map
of Native Americans
European
population changes, interaktiv morgenpost
Different
units, different patterns, Lisa Charlotte Muth, datawrapper blog
Modern
Family vs. Duck Dynasty, NY Times
Do
you live near a meth lab? , CNN
Where
are your Facebook friends? , NY Times
Redistricting
Maps, fivethirtyeight
Why
political boundary lines matter (animated) , electoralreform
German
towns ending in... , truth and beauty.net
How
Amercia uses its land, Bloomberg
Tips for
creating choropleth maps, Lisa Charlotte Muth, datawrapper blog
World
population cartogram , ourworldindata.org
US
House Demographics, dailykos
World in 3D ,
pudding.com
Gay
rights in the US
Gay rights in the US 2
Gay
rights in US states from the Guardian
2016
election map from 538
Women
are defeating Trump, 538
How
Election Maps Lie, Washington Post
Is
US leaning red or blue?, Wired
12
Notable Election Vis Techniques 2016, visualisingdata
2020
Election results , Bloomberg
2020 Election
results , Financial Times
2020
Vote count timing , 538
Visualizing
the 2020 Election , Ken Flerlage
Voting
Changes (animated) , Washington
Post Video
2020
Election results , Kyle Kim
2020
Elections Vis Compilation , Lisa Charlotte Muth
Regions
of the US, NY Times
Ken
Fields' website
Wild
US Maps , ranker.com
Maps
showing a new perspective , Trend Chase
Software Tools
Leaflet
Turf
Unfolding
ColorBrewer
Visualizing
Geo Stat Data with Google Maps, N. Holmberg
Videos
Cartographers
from the West Wing TV show
Unfolding the
Earth by Jarke van Wijk
London Bike
Trips Jo Wood, City niversity London
Nov. 18 -- Evaluation
Relevant
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.
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.
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.
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.
B. Saket, A. Endert, and J. Stasko, "Beyond Usability
and Performance: A Review of User Experience-focused Evaluations in
Visualization", Proc. of BELIV 2016, Baltimore, MD, October 2016.
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, R. Catrambone, M. Guzdial, K. McDonald, "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.
E. Wall, M. Agnihotri, L. Matzen, K. Divis,
M. Haass, A. Endert, and J. Stasko, "A Heuristic Approach
to Value-Driven Evaluation of Visualizations", IEEE Trans. on
Visualization and Computer Graphics, Vol. 25, No. 1, January 2019,
pp. 491-500.
Websites
ICE-T Vis Evaluation Methodology
Nov. 23 -- Practice 2 & Examples
Nov. 30 -- Post-WIMP Interaction with Visualizations
Relevant
T. Gao, M. Dontcheva, E. Adar, Z. Liu, and
K. G. Karahalios. "DataTone: Managing Ambiguity in Natural Language
Interfaces for Data Visualization". Proc. of UIST '15, pp.
489-500, Oct. 2015.
T. Horak, S. K. Badam, N. Elmqvist, and R.
Dachselt. 2018. When David Meets Goliath: Combining Smartwatches
with a Large Vertical Display for Visual Data Exploration.
Proc. of CHI '18, Paper 19.
B. Lee, P. Isenberg, N. H. Riche, and S. Carpendale. "Beyond
mouse and keyboard: Expanding design considerations for information
visualization interactions." IEEE Trans. on Visualization and
Computer Graphics, Vol. 18, No. 12, pp. 2689-2698, Dec. 2012.
A. Narechania, A. Srinivasan, and J. Stasko, "NL4DV: A
Toolkit for Generating Analytic Specifications for Data
Visualization from Natural Language Queries", IEEE Trans on
Visualization and Computer Graphics, Vol. 27, No. 2, February
2021, pp. 369-379.
C. North, T. Dwyer, B. Lee, D. Fisher, P. Isenberg,
G. Robertson, and K. Inkpen. "Understanding multi-touch manipulation
for surface computing". Proc. of IFIP Conference on Human-Computer
Interaction, pp. 236-249, 2009.
R. Sadana and J. Stasko, "Expanding Selection for
Information Visualization Systems on Tablet Devices", Proc.
of ISS '16, Nov. 2016, pp. 149-158.
R. Sadana and J. Stasko, "Designing Multiple Coordinated
Visualizations for Tablets", Computer Graphics Forum,
Vol. 35, No. 3, June 2016, pp. 261-270.
V. Setlur, S. E. Battersby, M. Tory, R. Gossweiler, and
A. X. Chang, "Eviza: A natural language interface for visual analysis." In
Proc. of UIST '16, pp. 365-377, 2016.
A. Srinivasan, B. Lee, and J. Stasko, "Interweaving
Multimodal Interaction with Flexible Unit Visualizations for Data
Exploration," IEEE Trans on Visualization and Computer
Graphics, Vol. 27, No. 8, August 2021, pp. 3519-3533.
Websites
Touch
Interaction on Tablets, Georgia Tech
Natural
Visualization, Georgia Tech
Software
NL4DV
Videos
Cambiera, Microsoft, Va. Tech
Tangere,
Georgia Tech
Expanding
Selection for InfoVis Systems on Tablet Devices, Georgia
Tech
Kinetica, CMU
Big and
small displays, Maryland & TU Dresden
DataInk,
Microsoft & Toronto
DataTone,
Adobe, Illinois, Michigan
Eviza, Tableau
DataBreeze
intro
and usage
scenario, Georgia Tech
ImAxes - Immersive
Data Vis in Virtual Reality, Monash Univ.
Dec. 2 -- Visual Analytics
Relevant
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.
Websites
Visual Analytics
Community
Visual Analytics in the
EU
InterAxis,
Georgia Tech
LineUp, Caleydo
Jigsaw,
Georgia Tech
Videos
Visual
Analytics, VisMaster
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. 7 -- Review
Relevant
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.
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