Attention please: learning analytics

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

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Attention please: learning analytics

  1. 1. Learning analytics:attention please!JTEL11Crete, 31 May 2011Erik Duvalhttp://erikduval.wordpress.com 1
  2. 2. Thanks - merci - gracias - dank u- köszönöm - Vielen dank - MANY thanks for the invitation ! 2
  3. 3. http://www.slideshare.net/erik.duval3
  4. 4. My team: technology enhancedlearning, music & research
  5. 5. On attention... 5
  6. 6. 6
  7. 7. human readableattention stream
  8. 8. human, explicit = nicebut: doesn’t scale 9
  9. 9. using attention to filter & suggest, provide awareness, link with goals & support social links 11
  10. 10. examples from elsewhere 12
  11. 11. awareness
  12. 12. filter & suggest
  13. 13. social interactions
  14. 14. link with goals 16
  15. 15. Attention in learning 24
  16. 16. awarenessfor administrators 26
  17. 17. 28
  18. 18. ! 29
  19. 19. awarenessfor learners & teachers 30
  20. 20. recommendationfor learners & teachers 33
  21. 21. Dataset driven research 38
  22. 22. http://www.teleurope.eu/pg/groups/9405/datatel/
  23. 23. the big one... 41
  24. 24. we don’t knowwhat to measure(yet?) 42
  25. 25. time spentnumber of loginsnumber of mouse clicksnumber of accessed resourcesnumber of artefacts producednumber of finished assignmentsquality of work produced - grades...? 43
  26. 26. dangerous? 44
  27. 27. 1.Property2.Mobility3.Economy4.Transparency 16
  28. 28. in conclusion 47
  29. 29. Learning from our studentsUsing attention to filter & suggest, provide awareness, link with goals & support social links 48
  30. 30. Questions?http://erikduval.wordpress.com/ twitter: @ErikDuval 50

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