Presented at JTEL Summer School on 31 May in Chania, Greece.

1. Learning analytics:
attention please!
JTEL11
Crete, 31 May 2011
Erik Duval
http://erikduval.wordpress.com
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2. Thanks - merci - gracias - dank u-
köszönöm - Vielen dank -
MANY thanks
for the invitation !
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3. http://www.slideshare.net/erik.duval
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4. My team:
technology enhanced
learning, music & research

5. On attention...
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6. 6

7. human readable
attention stream

9. human, explicit = nice
but: doesn’t scale
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11. using attention
to filter & suggest,
provide awareness,
link with goals
& support social links
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12. examples from elsewhere
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13. awareness

14. filter & suggest

15. social interactions

16. link with goals
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24. Attention in learning
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26. awareness
for administrators
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28. 28

29. !
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30. awareness
for learners & teachers
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33. recommendation
for learners & teachers
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38. Dataset driven research
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40. http://www.teleurope.eu/pg/groups/9405/datatel/

41. the big one...
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42. we don’t know
what to measure
(yet?)
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43. time spent
number of logins
number of mouse clicks
number of accessed resources
number of artefacts produced
number of finished assignments
quality of work produced - grades
...?
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44. dangerous?
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46. 1.Property
2.Mobility
3.Economy
4.Transparency
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47. in conclusion
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48. Learning from our students
Using attention
to filter & suggest,
provide awareness,
link with goals
& support social links
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50. Questions?
http://erikduval.wordpress.com/
twitter: @ErikDuval
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