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Don't Let the Data Do the Talking
Better Data Visualisation through UX Design
UX Beers @ Namahn
24.09.2019
Sven Charleer, PhD
Freelance UX & Data Visualisation
svencharleer.com
1. INTRO
2. CASE STUDIES
3. LESSONS LEARNED
svencharleer.com
Video of 4
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CASE STUDY 0
MOTIVATION
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8
Arnold, Kimberly E., and Matthew D. Pistilli. Course Signals
at Purdue: Using learning analytics to increase student
success. Proceedings of the 2nd International Conference
on Learning Analytics and Knowledge. ACM, 2012.
Engelbart, D. C. (2001). Augmenting human intellect: a
conceptual framework (1962). PACKER, Randall and
JORDAN, Ken. Multimedia. From Wagner to Virtual Reality.
New York: WW Norton & Company, 64-90.
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Sven Charleer
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CASE STUDY 1
DATA-DRIVEN DIALOGUE
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14
15
NOPE
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20
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Sven Charleer
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Sven Charleer
Deployed at
Engineering Science, Engineering Science: Architecture, Maths, Biology, Physics, Geology, Geography, Biochemistry,
Informatics, Bio-engineering, Engineering Technology (3 campuses)
| | 
L1 L2 L3
+
|+
|

|
Low grades in January
High grades in June
I see an improvement.
What happened?
Student talks about
change in study method
L1
L2 L3
TRUST
CONVINCE
STORYTELLING
FALLBACK
INTERPRETATION
Charleer, S., Moere, A. V., Klerkx, J., Verbert, K., & De Laet, T. (2018). Learning analytics dashboards to support
adviser-student dialogue. IEEE Transactions on Learning Technologies, 11(3), 389-399.
svencharleer.com
CASE STUDY 2
CONTEXT & CONTROL
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34
35
Sven Charleer
Charleer, S., Gutiérrez Hernández, F., & Verbert, K. (2018). Supporting job
mediator and job seeker through an actionable dashboard. In Proceedings of
the 24th IUI conference on Intelligent User Interfaces. ACM.
LESSONS LEARNED
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OBSERVE YOUR WORK
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EXPERTS ARE ENOUGH
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clarifying & surveyable
my information correct
peer position reliable
provides insights
want similar info in January
added value to conversation
assists planning re-sits
clarifying & surveyable
my information correct
peer position reliable
provides insights
want info at other key moments
added value to conversation
consult SAD on my own
1 2 3 4 53
1 2 3 4 53
EXPERTS < RESULTS
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Sven Charleer
46
PROTOTYPE TRASH
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48
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PROTOTYPE LATE
svencharleer.com
Gutiérrez, F., Charleer, S., De Croon, R., Htun, N. N., Goetschalckx, G., & Verbert, K. (2019, September). Explaining
and exploring job recommendations: a user-driven approach for interacting with knowledge-based job recommender
systems. In Proceedings of the 13th ACM Conference on Recommender Systems (pp. 60-68). ACM.
LISTEN TO THE DATA
LAST
svencharleer.com
SVEN CHARLEER, PHD
FREELANCE UX
& DATA VISUALISATION
@SVENCHARLEER
/IN/SVENCHARLEER
SVENCHARLEER@GMAIL.COM
SVENCHARLEER.COM
HTTPS://SKL.SH/2MNWTJR

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