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Learning Analytics

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Presented at the JTELSS Summer School in Cyprus on 30 May 2013.

Presented at the JTELSS Summer School in Cyprus on 30 May 2013.

Published in: Technology, Education

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  • 1. Learning AnalyticsJoint Technology-Enhanced Learning Summer School,Limmosol, Cyprus, 29 May 2013Erik Duval & Joris Klerkxhttp://erikduval.wordpress.com@ErikDuval en @jkofmsk1
  • 2. Thanks - merci - gracias - Vielen Dank- köszönöm - ありがとうございますDank u!MANY thanksfor the invitation !2
  • 3. http://www.slideshare.net/erik.duval3
  • 4. 4MusicTechnology EnhancedLearninge-healthResearch 2.0
  • 5. learning=empowerment
  • 6. 16 yr?
  • 7. open learning‘on the internet, information wants to be free’
  • 8. open standards
  • 9. open content
  • 10. http://ariadne-eu.org/
  • 11. http://globe-info.org> 1.000.000 Learning resources
  • 12. open content learning
  • 13. authentic problemdialogue with society
  • 14. open accreditation
  • 15. examens
  • 16. continuous monitoring
  • 17. http://bigtablechi13.appspot.com/dashboard.jsp
  • 18. and include...email, twitter, facebook, webreading, physical movement,location, proximity, food intake,sleeping, drinking, emotiontracking, weather info, attention, ...
  • 19. http://quantifiedself.com/26
  • 20. http://www.nmc.org/pdf/2012-horizon-report-HE.pdf
  • 21. what?29
  • 22. Learning Analytics is aboutcollecting tracesthat learners leave behindand using those tracesto improve learning.http://erikduval.wordpress.com/2012/01/30/learning-analytics-and-educational-data-mining/30
  • 23. as learning moves on-linewe collect many more traces31
  • 24. 32
  • 25. at run-time,not a posteriori33
  • 26. dashboard
  • 27. http://yaymicro.com/stock-image/old-classic-car-dashboard/209874 http://hefel.wordpress.com/2008/01/13/information-design-dashboards-and-balanced-scorecards/
  • 28. 37http://mume11.snakeflash.com/
  • 29. http://jlsantoso.blogspot.com/38
  • 30. conceptual framework40
  • 31. awareness(self) reflectionsense makingimpactdataquestionsanswersbehavior change ornew meaning
  • 32. examples42
  • 33. 43Duval, Erik; Klerkx, Joris;Verbert, Katrien; Nagel,Till; Govaerts, Sten; Parra Chico, Gonzalo Alberto; Santos Odriozola, Jose Luis;Vandeputte, Bram. Learningdashboards & 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
  • 34. 44Govaerts, Sten;Verbert, Katrien, Duval, Erik;Pardo,Abelardo, The Student Activity Meter forAwareness and Self-reflection. Proceedings of CHIConference on Human Factors in ComputingSystems, 2012,Austin,Texas,ACM.
  • 35. 45http://www.snappvis.org
  • 36. 46http://www.educause.edu/ero/article/signals-applying-academic-analytics
  • 37. 47http://www.engadget.com/2013/01/09/kno-launches-kno-me-interactive-textbook-metrics-lets-you-stu/
  • 38. 48
  • 39. http://engagor.com/
  • 40. also51
  • 41. 52
  • 42. 53 http://emotiv.com/
  • 43. issues?54
  • 44. architecture&interoperability55
  • 45. http://tincanapi.com
  • 46. http://solaresearch.org/OpenLearningAnalytics.pdf
  • 47. you are what you measure
  • 48. you are become what you measure
  • 49. controle
  • 50. user generated content apps
  • 51. https://tgoossens.wordpress.com/2013/05/14/the-ku-leuven-needs-api/
  • 52. privacy
  • 53. 64
  • 54. 66
  • 55. What I do...tell studentswhat, why and for whom67
  • 56. FearUncertaintyDoubt68
  • 57. only starting...69
  • 58. 70
  • 59. 71http://www.ibtimes.com/apple-watch-rumors-10-iwatch-concept-designs-showcase-potential-features-specs-photos-1097444#http://www.slashgear.com/google-glass-in-focus-ui-apps-more-22270783/
  • 60. http://lakconference.org
  • 61. Also: you?73
  • 62. what can we measure & how is it relevant?what is relevant & how can we measure it?74
  • 63. work with us?in Leuven?
  • 64. 76?http://erikduval.wordpress.com/@ErikDuval