Presented at the JTEL Summer School on 23 May 2012

1. Learning Analytics
JTELSS
Estoril, Portugal, 23 May 2012
Erik Duval & Joris Klerkx
http://erikduval.wordpress.com
@ErikDuval & @jkofmsk
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2. Thanks - merci - gracias - dank u -
köszönöm - ありがとうございます
MANY thanks
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3. http://www.slideshare.net/erik.duval
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4. heard of learning analytics?
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5. http://evidenceframework.org/?p=1886

7. what?
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8. Learning Analytics is about
collecting traces
that learners leave behind
and using those traces
to improve learning.
http://erikduval.wordpress.com/2012/01/30/learning-analytics-and-educational-data-mining/
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9. why?
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10. to measure is to know...

11. open learning
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12. 12
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13. inspiration?
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14. http://quantifiedself.com/
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15. “self knowledge
through self-tracking”
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17. 17

18. 18

19. 19

20. 20

21. awareness
&
self reflection
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22. 22
http://mume11.snakeflash.com/

23. Duval, Erik; Klerkx, Joris;Verbert, Katrien; Nagel, Till; Govaerts, Sten; Parra Chico, Gonzalo Alberto; Santos Odriozola, Jose Luis;Vandeputte, Bram. Learning
dashboards & learnscapes, Workshop at CHI2012: ACM SIGCHI Conference on Human Factors in Computing Systems,Vancouver, Canada, 5-10 May 2012,
Educational Interfaces, Software, and Technology.
Santos Odriozola, Jose Luis; Govaerts, Sten;Verbert, Katrien; Duval, Erik. Goal-oriented visualizations of activity tracking: a case study with engineering students,
LAK12: International Conference on Learning Analytics and Knowledge,Vancouver, Canada, 29 April - 2 May 2012, ACM
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24. http://jlsantoso.blogspot.com/
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26. http://solaresearch.org/OpenLearningAnalytics.pdf
26 http://solaresearch.org/OpenLearningAnalytics.pdf

27. Govaerts, Sten;Verbert, Katrien, Duval, Erik;
Pardo, Abelardo, The Student Activity Meter for
Awareness and Self-reflection. Proceedings of CHI
Conference on Human Factors in Computing
Systems, 2012, Austin, Texas, ACM.
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28. 28

29. 29

30. http://mirror-project.eu/
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31. http://research.uow.edu.au/learningnetworks/seeing/snapp/index.html
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32. 32

33. Educational
Data
Mining

34. http://www.educationaldatamining.org/

35. issues?
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36. ownership?
capturing meaningful traces?
evaluation?
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37. 37

38. 1.Property
2.Mobility
3.Economy
4.Transparency
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40. What I do...
tell students
what, why and for whom
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42. Also: you?
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43. ???????????????????????????????????????????????????????????????
to measure is to know...
???????????????????????????????????????????????????????????????

44. LAK13: Learning Analytics and Knowledge
8-12 April 2013 Leuven, Belgium
http://lakconference.org/

45. What
do you
think?
http://erikduval.wordpress.com/
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46. Questions?
http://erikduval.wordpress.com/
twitter: @ErikDuval
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