Let me see...Analytics in learning environmentseMadrid Seminar, March 2012Abelardo Pardohttp://www.it.uc3m.es/abel@abelard...
Analytics                                         today                 Potential                 for                 lear...
Why?Abelardo Pardo     Let me see... Analytics in learning environments   3
If you can not measure it,                        you can not improve it.      Lord KelvinAbelardo Pardo           Let me ...
Personal analyticsAbelardo Pardo   Let me see... Analytics in learning environments   5
Let me see...                                          your rhythmAbelardo Pardo   Let me see... Analytics in learning env...
Got tools?Abelardo Pardo         Let me see... Analytics in learning environments   7
Is data THAT important?Abelardo Pardo              Let me see... Analytics in learning environments   8
Is she pregnant?Abelardo Pardo   Let me see... Analytics in learning environments   9
Abelardo Pardo   Let me see... Analytics in learning environments   10
You are being watchedAbelardo Pardo     Let me see... Analytics in learning environments   11
No (unwanted) surprises!Abelardo Pardo                Let me see... Analytics in learning environments   12
Let me see...          your medical          recordsAbelardo Pardo            Let me see... Analytics in learning environm...
Collect                 Refine                               Report                          The five steps                 ...
Analytics                                         today                 Potential                 for                 lear...
Are they learning?Abelardo Pardo        Let me see... Analytics in learning environments   16
Does change                      mean improvement?Abelardo Pardo   Let me see... Analytics in learning environments   17
“We need better evaluation                 to acknowledge and esteem                   excellence when it occurs,         ...
Abelardo Pardo   Let me see... Analytics in learning environments   19
Learning analytics                 improve the feedback loopAbelardo Pardo        Let me see... Analytics in learning envi...
Use big data to really                 understandSteve Schoettler, CEO Junyo                             the studentAbelar...
www.solaresearch.orgAbelardo Pardo              Let me see... Analytics in learning environments   22
Analytics                                         today                 Potential                 for                 lear...
More detailed observations      Keep the tutor in the loopAbelardo Pardo                     Let me see... Analytics in le...
A clearly identified                             environment within                                 your computerAbelardo P...
Let me see...      a detailed view of your      learning activities onlyAbelardo Pardo                   Let me see... Ana...
Combine                                          observationsAbelardo Pardo   Let me see... Analytics in learning environm...
Automatic discovery      of complementary      learning resourcesAbelardo Pardo              Let me see... Analytics in le...
Measure engagement in      out-of-class activitiesAbelardo Pardo                  Let me see... Analytics in learning envi...
Just in time teachingAbelardo Pardo              Let me see... Analytics in learning environments   30
Let me see...                                 how is your team                                          workingAbelardo Pa...
Quick intuitive                                           feedbackAbelardo Pardo   Let me see... Analytics in learning env...
Abelardo Pardo   Let me see... Analytics in learning environments   33
Stakeholders observe, predict and actAbelardo Pardo                      Let me see... Analytics in learning environments ...
Let me see...                                        how are you?Abelardo Pardo   Let me see... Analytics in learning envi...
Mood                                                   changesAbelardo Pardo   Let me see... Analytics in learning environ...
Let me see how you learn...                 so I can improve the experience.Abelardo Pardo                    Let me see.....
References I            S. Godin’s Blog            The illusion of privacy (and what we actually care about)            ht...
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2012 03 16 (uc3m) emadrid apardo uc3m dejame ver analitica entornos educativos

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  1. 1. Let me see...Analytics in learning environmentseMadrid Seminar, March 2012Abelardo Pardohttp://www.it.uc3m.es/abel@abelardopardo
  2. 2. Analytics today Potential for learning Our solutionsAbelardo Pardo Let me see... Analytics in learning environments 2
  3. 3. Why?Abelardo Pardo Let me see... Analytics in learning environments 3
  4. 4. If you can not measure it, you can not improve it. Lord KelvinAbelardo Pardo Let me see... Analytics in learning environments 4
  5. 5. Personal analyticsAbelardo Pardo Let me see... Analytics in learning environments 5
  6. 6. Let me see... your rhythmAbelardo Pardo Let me see... Analytics in learning environments 6
  7. 7. Got tools?Abelardo Pardo Let me see... Analytics in learning environments 7
  8. 8. Is data THAT important?Abelardo Pardo Let me see... Analytics in learning environments 8
  9. 9. Is she pregnant?Abelardo Pardo Let me see... Analytics in learning environments 9
  10. 10. Abelardo Pardo Let me see... Analytics in learning environments 10
  11. 11. You are being watchedAbelardo Pardo Let me see... Analytics in learning environments 11
  12. 12. No (unwanted) surprises!Abelardo Pardo Let me see... Analytics in learning environments 12
  13. 13. Let me see... your medical recordsAbelardo Pardo Let me see... Analytics in learning environments 13
  14. 14. Collect Refine Report The five steps of analytics Act PredictAbelardo Pardo Let me see... Analytics in learning environments 14
  15. 15. Analytics today Potential for learning Our solutionsAbelardo Pardo Let me see... Analytics in learning environments 15
  16. 16. Are they learning?Abelardo Pardo Let me see... Analytics in learning environments 16
  17. 17. Does change mean improvement?Abelardo Pardo Let me see... Analytics in learning environments 17
  18. 18. “We need better evaluation to acknowledge and esteem excellence when it occurs, as it does.” John Hattie. Visible Learning: A Synthesis of Over 800 Meta-Analyses Relating to Achievement.Abelardo Pardo Let me see... Analytics in learning environments 18
  19. 19. Abelardo Pardo Let me see... Analytics in learning environments 19
  20. 20. Learning analytics improve the feedback loopAbelardo Pardo Let me see... Analytics in learning environments 20
  21. 21. Use big data to really understandSteve Schoettler, CEO Junyo the studentAbelardo Pardo Let me see... Analytics in learning environments 21
  22. 22. www.solaresearch.orgAbelardo Pardo Let me see... Analytics in learning environments 22
  23. 23. Analytics today Potential for learning Our solutionsAbelardo Pardo Let me see... Analytics in learning environments 23
  24. 24. More detailed observations Keep the tutor in the loopAbelardo Pardo Let me see... Analytics in learning environments 24
  25. 25. A clearly identified environment within your computerAbelardo Pardo Let me see... Analytics in learning environments 25
  26. 26. Let me see... a detailed view of your learning activities onlyAbelardo Pardo Let me see... Analytics in learning environments 26
  27. 27. Combine observationsAbelardo Pardo Let me see... Analytics in learning environments 27
  28. 28. Automatic discovery of complementary learning resourcesAbelardo Pardo Let me see... Analytics in learning environments 28
  29. 29. Measure engagement in out-of-class activitiesAbelardo Pardo Let me see... Analytics in learning environments 29
  30. 30. Just in time teachingAbelardo Pardo Let me see... Analytics in learning environments 30
  31. 31. Let me see... how is your team workingAbelardo Pardo Let me see... Analytics in learning environments 31
  32. 32. Quick intuitive feedbackAbelardo Pardo Let me see... Analytics in learning environments 32
  33. 33. Abelardo Pardo Let me see... Analytics in learning environments 33
  34. 34. Stakeholders observe, predict and actAbelardo Pardo Let me see... Analytics in learning environments 34
  35. 35. Let me see... how are you?Abelardo Pardo Let me see... Analytics in learning environments 35
  36. 36. Mood changesAbelardo Pardo Let me see... Analytics in learning environments 36
  37. 37. Let me see how you learn... so I can improve the experience.Abelardo Pardo Let me see... Analytics in learning environments 37
  38. 38. References I S. Godin’s Blog The illusion of privacy (and what we actually care about) http://sethgodin.typepad.com/seths_blog/2012/02/the-illusion-of-privacy-and-what-we-actually-care-about.html Stephen Wolfram’s Blog The Personal Analytics of My Life http://blog.stephenwolfram.com/2012/03/the-personal-analytics-of-my-life/ Intelligent Bus Stops http://www.thedrum.co.uk/news/2012/02/20/intelligent-street-ads-distinguish-between-men-and-women John Hattie Visible Learning: A Synthesis of Over 800 Meta-Analyses Relating to Achievement Taylor & Francis, 2009 Daily Mail How Target knows when its shoppers are pregnant - and figured out a teen was before her father did http://www.dailymail.co.uk/news/article-2102859/How-Target-knows-shoppers-pregnant--figured-teen-father-did. html?ito=feeds-newsxml Romero Zaldívar, V. A., Crespo García, R. M., Burgos, D., Delgado Kloos, C., and Pardo, A. (2011). Automatic Discovery of Complementary Learning Resources. In Delgado Kloos, C., Gillet, D., García Crespo, R. M., Wild, F., and Wolpers, M., editors, Proceedings of the European Conference on Technology Enhanced Learning. LNCS Vol. 6964, pages 327–340. Springer.Abelardo Pardo Let me see... Analytics in learning environments 39
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