attention please! learning analytics for visualization & recommendation
DESCRIPTION
Presented at SURF seminar on learning analytics, 30 August 2010 in Utrecht, NLTRANSCRIPT
Attention Please!Learning analyticsfor visualization & recommendation
SURF seminarUtrecht, 29 August 2011
Erik Duvalhttp://erikduval.wordpress.com and @ErikDuval
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Thanks-merci-gracias-dank u-köszönöm-σας ευχαριστώ-obrigado-
ありがとうございます-Vielen dank - 谢谢
MANY thanks
for the invitation !
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http://www.slideshare.net/erik.duval
My team:
technology enhancedlearning, music & research
and language technologies & computer graphics
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What?
“Analytics offersleaders, teachers, learners, policy makers with meaningful and actionable dataand analysis of the learning experience, displayed through user-controlled visualizations.”[Siemens et al.]
learning analytics
=
attention management
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track where attention goes...
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And so what?
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Visualization: dashboard
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!
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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.
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http://research.uow.edu.au/learningnetworks/seeing/about/index.html
link with goals
or: the power of feedback loops
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That’s it?
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Recommend
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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
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Also important for research
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http://www.teleurope.eu/pg/groups/9405/datatel/
awareness in research
http://www.youtube.com/watch?v=Y6rU-TJOtTY
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bigger picture...
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but?
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http
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http
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Text
my answer: open!
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1.Property2.Mobility3.Economy4.Transparency
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walled garden...
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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
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in conclusion
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Attention management
visualization, link with goals
recommendation
data based research
dangers - so what ;-) ?
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https://lirias.kuleuven.be/bitstream/123456789/315113/1/la2.pdf
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Questions?
http://erikduval.wordpress.com/twitter: @ErikDuval