Presented at TU Delft on 30 October 2012.

1. Open Learning [Analytics]
TU Delft
Delft, Nederland, 30 Oktober 2012
Erik Duval
http://erikduval.wordpress.com
@ErikDuval
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2. Thanks - merci - gracias - Vielen Dank
- köszönöm - ありがとうございます
Dank u!
MANY thanks
for the invitation !
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3. http://www.slideshare.net/erik.duval
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4. my team:
Human-Computer Interaction
technology enhanced learning
music
research
health
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5. heard of learning analytics?
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6. doing learning analytics?
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7. http://www.nmc.org/pdf/2012-horizon-report-HE.pdf

9. what?
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10. 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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12. at run-time,
not a posteriori
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13. we: focus on learner
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14. why?
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15. versnellen studietraject
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16. http://www.youtube.com/watch?v=r2PIqiqgA-A

17. http://yaymicro.com/stock-image/old-classic-car-dashboard/209874 http://hefel.wordpress.com/2008/01/13/information-design-dashboards-and-balanced-scorecards/

19. http://www.eden-online.org/2012_leuven.html

20. open learning
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21. 21
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24. inspiration?
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25. http://quantifiedself.com/
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26. “self knowledge
through self-tracking”
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27. 27

28. 28

29. 29

30. 30

31. 31

35. conceptual framework
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36. awareness data
(self) reflection questions
sense making answers
behaviour change
impact
or new meaning

37. examples
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38. 38
http://mume11.snakeflash.com/

39. 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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40. http://jlsantoso.blogspot.com/
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41. 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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42. http://research.uow.edu.au/learningnetworks/seeing/snapp/index.html
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44. 5
perceived usefulness
4
Score%
3
2
1
#lak%
1 #uc3m%
2 #cgiar% #peno3%
3 4 #thesis% #thesis% #chikul%
5 6 7
supervisors% students%
teachers%
students%

45. also
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46. 46

47. issues?
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48. architecture
&
interoperability
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49. http://solaresearch.org/OpenLearningAnalytics.pdf

50. 50

51. you are what you measure

52. you are become what you measure

53. 53

54. 54

55. What I do...
tell students
what, why and for whom
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56. Fear
Uncertainty
Doubt
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57. Also: you?
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58. http://lakconference.org

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