1. Learning Analytics
Innovatie met ICT & social media
Hilversum, Nederland, 30 January 2013
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
personal health
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5. about learning...
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9. http://www.trouw.nl/tr/nl/4492/Nederland/article/detail/3385537/2013/01/30/Maak-van-informatica-verplicht-vak.dhtml

12. open learning
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13. open content

14. http://ariadne-eu.org/

15. http://globe-info.org
> 1.000.000 Learning resources

17. open content learning

18. learning
=
empowerment

19. we are should be teaching students
to solve problems we don’t know
using technologies we don’t know

20. innovation...

22. 22

23. earn
J
all l
too
Text
We
me
http://delicious.com/tag/mume09
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24. 13

25. 25
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26. authentic problem
dialogue with society

28. open learning
‘on the internet, information wants to be free’

30. scale
Massive Open Online Courses

31. heard of MOOC’s?

32. doing MOOC’s?

34. 34

37. http://mooc.uva.nl/portal

40. but how to cope
& know what’s going on?
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41. learning analytics

42. heard of learning analytics?
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43. doing learning analytics?
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44. http://www.nmc.org/pdf/2012-horizon-report-HE.pdf

46. what?
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47. 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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48. as learning moves on-line
we collect many more traces
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50. at run-time,
not a posteriori
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51. we: focus on learner
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52. why?
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53. http://www.nytimes.com/2012/11/25/business/seeking-cheaper-insurance-drivers-accept-monitoring-devices.html?_r=1&

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

56. inspiration?
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57. http://quantifiedself.com/
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58. 58

59. 59

60. 60

61. 61

62. 62

63. conceptual framework
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64. awareness data
(self) reflection questions
sense making answers
behavior change or
impact
new meaning

65. examples
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66. 66
http://mume11.snakeflash.com/

67. 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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68. http://jlsantoso.blogspot.com/
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69. 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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70. http://www.snappvis.org
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71. http://www.educause.edu/ero/article/signals-applying-academic-analytics
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72. http://www.engadget.com/2013/01/09/kno-launches-kno-me-interactive-textbook-metrics-lets-you-stu/
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73. 73
http://www.instructure.com/

74. http://www.blackboard.com/Platforms/Analytics/Products/Blackboard-Analytics-for-Learn.aspx
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75. http://www.coursesmart.com/go/institutions/analytics
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76. issues?
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77. you are what you measure

78. you are become what you measure

79. 79

81. 81

82. What I do...
tell students
what, why and for whom
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83. Also: you?
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84. what can we measure & how is it relevant?
what is relevant & how can we measure it?
84

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