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Attention Please!
Learning analytics
for visualization & recommendation

SURF seminar
Utrecht, 29 August 2011




Erik Duval
http://erikduval.wordpress.com and @ErikDuval


                                   1
Thanks-merci-gracias-dank u-köszönöm-
       σας ευχαριστώ-obrigado-
                   -Vielen dank - 谢谢


          MANY thanks


            for the invitation !
                     2
http://www.slideshare.net/erik.duval




3
My team:

       technology enhanced
    learning, music & research

    and language technologies
      & computer graphics
4
What?
“Analytics offers
leaders, teachers, learners, policy makers
with meaningful and actionable data
and analysis of the learning experience,
displayed through user-controlled
visualizations.”
[Siemens et al.]
learning analytics
=
attention management



             7
8
track where attention goes...




              9
And so what?




               10
Visualization: dashboard




              11
12
13
!




     3
    14
Govaerts, Sten; Verbert, Katrien; Klerkx, Joris; Duval, Erik. Visualizing activities for self-reflection and awareness,
ICWL10: International Conference on Web based Learning, LNCS, Vol. 6483, pp. 91-100, 2010.


                                                         15
16
http://research.uow.edu.au/learningnetworks/seeing/about/index.html
link with goals


or: the power of feedback loops




                  18
19
20
Attention Please! Learning analytics for visualization & recommendation
That’s it?




             22
Recommend




            23
Govaerts, Sten; El Helou, Sandy; Duval, Erik; Gillet, Denis. A federated search and social recommendation
widget, 2nd International Workshop on Social Recommender Systems (SRS 2011) in conjunction with the 2011
ACM Conference on Computer Supported Cooperative Work (CSCW 2011), pp. 1-8, 2011
25
26
Also important for research




            27
28
http://www.teleurope.eu/pg/groups/9405/datatel/
awareness in research




http://www.youtube.com/watch?v=Y6rU-TJOtTY
                    30
31
bigger picture...




       32
Attention Please! Learning analytics for visualization & recommendation
Attention Please! Learning analytics for visualization & recommendation
but?




35
36
37




     http://www.venderbosch.com/blog/?p=728
http://www.thefilterbubble.com/
Text
my answer: open!




       40
1.Property
2.Mobility
3.Economy
4.Transparency
       41
42
http://google.com/takeout
43
walled garden...




       44
in the end...
learning is life is learning is life is learning is life is learning
is life is learning is life is learning is life is learning is life is
learning is life is learning is life is learning is life is learning
is life is learning is life is learning is life is learning is life is
learning is life is learning is life is learning is life is learning
is life is learning is life is learning is life is learning is life is
learning is life is learning is life is learning is life is learning
is life is learning is life is learning is life is learning is life is
learning is life is learning is life is learning is life is learning
is life is learning is life is life is learning is life is learning is
                                45
in conclusion




     46
Attention management
visualization, link with goals
recommendation
data based research
dangers - so what ;-) ?


               47
https://lirias.kuleuven.be/bitstream/123456789/315113/1/la2.pdf
Questions?
http://erikduval.wordpress.com/
       twitter: @ErikDuval
               49

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Attention Please! Learning analytics for visualization & recommendation