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Informatie visualisatie:
Les 9
Joris Klerkx - Erik Duval
http://hci.cs.kuleuven.be
joris.klerkx@cs.kuleuven.be
Human-Computer Interaction
Dept. Computerwetenschappen
KU Leuven
1
Sessies - praktisch
• Week 16 - maandag 18 april 2016 - 16u-19u

• Week 17 - maandag 25 april 2016 - 16u-19u

• Week 18
• maandag 02 mei 2016 - 16u-19u
• Woensdag 04 mei 2016 - 10:30 - 12:30 in 200C-01.09 (01J)
• Sessie samen met studenten data visualisatie - Dig.
Humanities - prof. Verbert & prof. Vande Moere - topic: Data-
driven storytelling

• Week 19
• Maandag 09 mei 2016 - 16u-19u - Finale demo (met jury)
STAAT NIET IN HET UURROOSTER!
Tegen deze les
• Individueel: - Spreadsheet
• Team:
• Vervolg implementatie
• Draft Paper!
• Blog post
• Vooruitgang - wat geleerd vandaag
• Wat vond je van feedback sessie?
• Show-and-Tell - design critique 

(eventueel weerleggen wat je gehoord hebt vandaag)
3
Vandaag
• Evaluatie
• Meer info over paper
• Meer info over finale demo
• Show-and-Tell (jullie)
• 5 mins + 5 mins ‘design-critique’
• Quick feedback per groep
4
Evaluatie
State-of-the-art
6
• controlled experiment comparing design elements
• widgets, mapping to graphic
• usability evaluation
• controlled experiments comparing several tools
• case studies
• least common
• natural environment
• real tasks
• time consuming
• difficult to replicate and generalize
• also: re-design
C. Plaisant. The challenge of information visualization evaluation. In Proceedings of AVI04:
working conference on Advanced visual interfaces, pages 109–116. ACM, 2004.
Comparing visualisations
7
https://infovislvm.wordpress.com
https://visualeyesgroup.wordpress.com
Case Study
8
T. Nagel, M. Maitan, E. Duval, A. Vande Moere, J. Klerkx, K. Kloeckl, and C. Ratti.
Touching transport - a case study on visualizing metropolitan public transit on interactive
tabletops. In AVI2014: 12th ACM International Working Conference on Advanced Visual
Interfaces, pages 281–288, 2014.
slide 27…
http://www.slideshare.net/tillnagel/touching-transport-a-case-study-on-visualizing-metropolitan-public-transit-on-interactive-tabletops
https://medium.com/@hint_fm/design-and-redesign-4ab77206cf9
Redesign as evaluation
Beware: perfect hindsight!
https://medium.com/@hint_fm/design-and-redesign-4ab77206cf9
Redesign as
evaluation
Re-design as evaluation
12
http://en.wikipedia.org/wiki/File:2004_US_elections_map_electoral_votes.png
Re-design as evaluation
13
https://medium.com/@hint_fm/design-and-redesign-4ab77206cf9
Re-design as evaluation
14
https://medium.com/@hint_fm/design-and-redesign-4ab77206cf9
• F.	Viégas	and	M.	Wa/enberg,	Design	and	Redesign	in	Data	
Visualiza0on,	h/ps://medium.com/@hint_fm/design-and-
redesign-4ab77206cf9		
• C.	Plaisant.	The	challenge	of	informa0on	visualiza0on	evalua0on.	In	
Proceedings	of	AVI04:	working	conference	on	Advanced	visual	
interfaces,	pages	109–116.	ACM,	2004.	
• T.	Nagel,	M.	Maitan,	E.	Duval,	A.	Vande	Moere,	J.	Klerkx,	K.	Kloeckl,	
and	C.	RaY.	Touching	transport	-	a	case	study	on	visualizing	
metropolitan	public	transit	on	interac0ve	tabletops.	In	AVI2014:	
12th	ACM	InternaZonal	Working	Conference	on	Advanced	Visual	
Interfaces,	pages	281–288,	2014.
15
?
16
Paper
• aim + target audience
• related work
• data set: origin, characteristics
• visualisatie & interaction + rationale
• technology & code reuse
• lessons learned & conclusion
Structuur
Beschrijf niet enkel de visualisatie, maar leg
vooral uit waarom je die visualisatie zo
gemaakt hebt:
• welke alternatieven heb je overwogen?
• waarom heb je die eventueel niet
weerhouden?
• Hoe is het ontwerp geëvolueerd? Waarom?
• Enz.
dataset
- origin
- distribution of values
- missing or erroneous values
- size
- API
- …
code you’ve re-used:
mention in acknowledgements
or explain in technology section
Technology section
- data collection
- data processing
- d3 experiences
- code from elsewhere
Related work
- not just same data
- not just web pages
- scientific papers do exist!
- how is your work

similar and different? why?
- Max 1 page (screenshots included) !
Suggested Exercise-per-team;
Scholar session: 

find 5-15 relevant papers…
- what did you search on?
- what did you find?
- why or how is this relevant?
See what you can find in 15 to 30 minutes ;)
Ook nog…
• geen chronologisch verhaal!
• als je problemen hebt opgelost, geef dan concrete
voorbeelden!
• niet: ‘to prevent giving a false impression to the
user’
• […]: kan je niet zo maar beweren
• page limit: 8 pages, including everything!
• Onderbouw nodig!
• “However while most people know the two World
Wars that happened, they don’t know a lot about
conflicts that happened later or those that were
shorter in time”
is dat wel zo…
• Geen vage statements
• “The data speaks for itself and redundant non-
data-ink was removed to keep the visualization
clean and simple”
https://gameofsimplicity.wordpress.com
https://gameofsimplicity.wordpress.com/2016/04/17/data-ink-design-principles/
• Deadline: Zondag 5 juni 0u00! 

(insturen via email naar joris.klerkx@cs.kuleuven.be)
• Misschien later indienen bij workshop of conferentie…
• Afsluitend gesprek nodig tijdens examenperiode?
Finale demo
9 mei stipt om 16u
- 10+7 min/group
- tonen ipv vertellen
- rationale! (alternatieven…)
- demo
- lessons learned
Show & tell sessie
Positief?
https://visualeyesgroup.wordpress.com/2016/04/17/show-and-tell-feedback/
https://thetuftersblog.wordpress.com/2016/04/13/sessie-8-show-and-tell-en-design-critique/
https://infofishblog.wordpress.com/2016/04/16/show-tell-week-7/
https://exmachina2016.wordpress.com/2016/04/15/feedback-week-8/
https://theinfomob.wordpress.com/2016/04/14/fourth-presentation-progress-update/
https://gameofsimplicity.wordpress.com/2016/04/17/sessie-8-showtell/
Show & tell sessie
Negatief?
https://visualeyesgroup.wordpress.com/2016/04/17/show-and-tell-feedback/
https://thetuftersblog.wordpress.com/2016/04/13/sessie-8-show-and-tell-en-design-critique/
https://infofishblog.wordpress.com/2016/04/16/show-tell-week-7/
https://exmachina2016.wordpress.com/2016/04/15/feedback-week-8/
https://theinfomob.wordpress.com/2016/04/14/fourth-presentation-progress-update/
https://gameofsimplicity.wordpress.com/2016/04/17/sessie-8-showtell/
Show & tell sessie
Opnieuw op deze manier?
Finale demo
9 mei stipt om 16u
- 10+7 min/group
- tonen ipv vertellen
- rationale! (alternatieven…)
- demo
- lessons learned:
- inzichten tonen in dataset
- doel bereikt?
Hulp!
Evaluatie - cursus
51
positive

whole
could be
better
Definitely
change
Tegen volgende les
• Individueel: - Spreadsheet
• Team:
• Vervolg implementatie
• !! Draft Paper !!
• Blog post
• Vooruitgang - wat geleerd vandaag
• Show-and-Tell - design critique 

(eventueel weerleggen wat je gehoord hebt vandaag)
52
Les 9 - Informatie Visualisatie

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