Download - Attention Please! Learning analytics for visualization & recommendation

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Page 1: Attention Please! Learning analytics for visualization & recommendation

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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My team:

technology enhancedlearning, music & research

and language technologies & computer graphics

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What?

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“Analytics offersleaders, teachers, learners, policy makers with meaningful and actionable dataand analysis of the learning experience, displayed through user-controlled visualizations.”[Siemens et al.]

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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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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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Also important for research

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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

://w

ww

.ven

derb

osch

.com

/blo

g/?p

=72

8

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http

://w

ww

.thefi

lterb

ubbl

e.co

m/

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Text

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my answer: open!

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1.Property2.Mobility3.Economy4.Transparency

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http://google.com/takeout43

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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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Questions?

http://erikduval.wordpress.com/twitter: @ErikDuval