Attention Please! Learning analytics for visualization & recommendation

Attention Please!Learning analyticsfor visualization & recommendationSURF seminarUtrecht, 29 August 2011Erik Duvalhttp://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.duval3

My team: technology enhanced learning, music & research and language technologies & computer graphics4

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

learning analytics=attention management 7

track where attention goes... 9

And so what? 10

Visualization: dashboard 11

! 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

http://research.uow.edu.au/learningnetworks/seeing/about/index.html

link with goalsor: the power of feedback loops 18

That’s it? 22

Recommend 23

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

Also important for research 27

http://www.teleurope.eu/pg/groups/9405/datatel/

awareness in researchhttp://www.youtube.com/watch?v=Y6rU-TJOtTY 30

bigger picture... 32

but?35

37 http://www.venderbosch.com/blog/?p=728

http://www.theﬁlterbubble.com/

my answer: open! 40

1.Property2.Mobility3.Economy4.Transparency 41

http://google.com/takeout43

walled garden... 44

in the end...learning is life is learning is life is learning is life is learningis life is learning is life is learning is life is learning is life islearning is life is learning is life is learning is life is learningis life is learning is life is learning is life is learning is life islearning is life is learning is life is learning is life is learningis life is learning is life is learning is life is learning is life islearning is life is learning is life is learning is life is learningis life is learning is life is learning is life is learning is life islearning is life is learning is life is learning is life is learningis life is learning is life is life is learning is life is learning is 45

in conclusion 46

Attention managementvisualization, link with goalsrecommendationdata based researchdangers - so what ;-) ? 47

https://lirias.kuleuven.be/bitstream/123456789/315113/1/la2.pdf

Questions?http://erikduval.wordpress.com/ twitter: @ErikDuval 49

Attention Please! Learning analytics for visualization & recommendation

by Erik Duval on Aug 30, 2011

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