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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my answer: open!

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1.Property2.Mobility3.Economy4.Transparency

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http://google.com/takeout43

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