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Julien Carnot flickr.com
Learning analytics and personalisation
Observe, Think, Act

LATTE Retreat
Sydney, November 23 2012

Abelardo Pardo (@abelardopardo)
www.slideshare.net/abelardo_pardo
Ribarnica flickr.com
                                                   Observe



                      Think



                                                                Act




Abelardo Pardo   Learning analytics and personalisation Observe, Think, Act   2
sjdunphy flickr.com
     Repeat in a feedback loop




Abelardo Pardo   Learning analytics and personalisation Observe, Think, Act   3
Tulane Public Relations flickr.com
  Laparoscopic surgery




Abelardo Pardo   Learning analytics and personalisation Observe, Think, Act   4
Nick_r flickr.com
  >300 Km/h


Abelardo Pardo   Learning analytics and personalisation Observe, Think, Act   5
jbgeronimi flickr.com
  Fly by wire




Abelardo Pardo   Learning analytics and personalisation Observe, Think, Act   6
Shaylor flickr.com
                                                                              Did they lea
                                                                                           r   n?




Abelardo Pardo   Learning analytics and personalisation Observe, Think, Act                     7
libraryman flickr.com
      Journey to 10 years from now



Abelardo Pardo   Learning analytics and personalisation Observe, Think, Act   8
Ribarnica flickr.com
                                                   Observe




Abelardo Pardo   Learning analytics and personalisation Observe, Think, Act   9
http://blog.stephenwolfram.com/2012/03/the-personal-analytics-of-my-life/
Abelardo Pardo   Learning analytics and personalisation Observe, Think, Act   10
heydrienne flickr.com
                                             Which variables to sample?




Abelardo Pardo   Learning analytics and personalisation Observe, Think, Act   11
xJasonRogersx flickr.com
                                             You liked it, you payed for it!




Abelardo Pardo   Learning analytics and personalisation Observe, Think, Act    12
Slaunger flickr.com
                 Activity in LMS is only the tip




Abelardo Pardo   Learning analytics and personalisation Observe, Think, Act   13
pvanees flickr.com
                                                                              Are you in the
                                                                              LMS?




Abelardo Pardo   Learning analytics and personalisation Observe, Think, Act                    14
Pepe Ortuño flickr.com
                                                                      A clearly identified
                                                                      environment within
                                                                          your computer




Abelardo Pardo   Learning analytics and personalisation Observe, Think, Act                 15
qmnonic flickr.com
  Observe while they learn




                         Procedural activities




                                                      Collection of related events

Abelardo Pardo   Learning analytics and personalisation Observe, Think, Act          16
orangebrompton flickr.com
  Fully configured




  Partial observation




  Only while you learn

Abelardo Pardo   Learning analytics and personalisation Observe, Think, Act   17
Ribarnica flickr.com
                                                   Observe



                      Think




Abelardo Pardo   Learning analytics and personalisation Observe, Think, Act   18
Sean Dreilinger flickr.com
      Automatic discovery
      of complementary
      learning resources




Abelardo Pardo   Learning analytics and personalisation Observe, Think, Act   19
IAN RANSLEY DESIGN + ILLUSTRATION flickr.com
        Measure engagement in
        out-of-class activities




Abelardo Pardo   Learning analytics and personalisation Observe, Think, Act   20
Abelardo Pardo   Learning analytics and personalisation Observe, Think, Act   21
Just in time teaching




Abelardo Pardo     Learning analytics and personalisation Observe, Think, Act   22
Browser add-in




Abelardo Pardo   Learning analytics and personalisation Observe, Think, Act                    23
Quick intuitive
                                                                                  feedback




Abelardo Pardo   Learning analytics and personalisation Observe, Think, Act                     24
Abelardo Pardo   Learning analytics and personalisation Observe, Think, Act   25
Learning Glass (WS)




Abelardo Pardo   Learning analytics and personalisation Observe, Think, Act   26
jfravel flickr.com
      Team dynamics.
      Emotions?




Abelardo Pardo   Learning analytics and personalisation Observe, Think, Act   27
Mood
                                                                              changes




Abelardo Pardo   Learning analytics and personalisation Observe, Think, Act             28
Ribarnica flickr.com
                                                   Observe



                      Think



                                                                Act




Abelardo Pardo   Learning analytics and personalisation Observe, Think, Act   29
VanessaO flickr.com
 Closer to the user




Abelardo Pardo   Learning analytics and personalisation Observe, Think, Act   30
Link Prediction Algorithms
      Sean MacEntee flickr.com




      Graph: nodes = entities, edges = relationships



                                 Similar nodes, similar connections
Abelardo Pardo                  Learning analytics and personalisation Observe, Think, Act   31
Document Recommendation




                       Recommend D2 to U3 and U4
Abelardo Pardo   Learning analytics and personalisation Observe, Think, Act   32
Action Recommendation




                          Recommend Thread to U3
Abelardo Pardo   Learning analytics and personalisation Observe, Think, Act   33
Julien Carnot flickr.com
    Learning analytics and personalisation
    Observe, Think, Act

    LATTE Retreat
    Sydney, November 23 2012

    Abelardo Pardo (@abelardopardo)
    www.slideshare.net/abelardo_pardo




Abelardo Pardo   Learning analytics and personalisation Observe, Think, Act   34

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Learning analytics and personalisation: Observe, think act

  • 1. Julien Carnot flickr.com Learning analytics and personalisation Observe, Think, Act LATTE Retreat Sydney, November 23 2012 Abelardo Pardo (@abelardopardo) www.slideshare.net/abelardo_pardo
  • 2. Ribarnica flickr.com Observe Think Act Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 2
  • 3. sjdunphy flickr.com Repeat in a feedback loop Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 3
  • 4. Tulane Public Relations flickr.com Laparoscopic surgery Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 4
  • 5. Nick_r flickr.com >300 Km/h Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 5
  • 6. jbgeronimi flickr.com Fly by wire Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 6
  • 7. Shaylor flickr.com Did they lea r n? Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 7
  • 8. libraryman flickr.com Journey to 10 years from now Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 8
  • 9. Ribarnica flickr.com Observe Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 9
  • 10. http://blog.stephenwolfram.com/2012/03/the-personal-analytics-of-my-life/ Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 10
  • 11. heydrienne flickr.com Which variables to sample? Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 11
  • 12. xJasonRogersx flickr.com You liked it, you payed for it! Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 12
  • 13. Slaunger flickr.com Activity in LMS is only the tip Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 13
  • 14. pvanees flickr.com Are you in the LMS? Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 14
  • 15. Pepe Ortuño flickr.com A clearly identified environment within your computer Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 15
  • 16. qmnonic flickr.com Observe while they learn Procedural activities Collection of related events Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 16
  • 17. orangebrompton flickr.com Fully configured Partial observation Only while you learn Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 17
  • 18. Ribarnica flickr.com Observe Think Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 18
  • 19. Sean Dreilinger flickr.com Automatic discovery of complementary learning resources Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 19
  • 20. IAN RANSLEY DESIGN + ILLUSTRATION flickr.com Measure engagement in out-of-class activities Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 20
  • 21. Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 21
  • 22. Just in time teaching Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 22
  • 23. Browser add-in Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 23
  • 24. Quick intuitive feedback Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 24
  • 25. Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 25
  • 26. Learning Glass (WS) Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 26
  • 27. jfravel flickr.com Team dynamics. Emotions? Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 27
  • 28. Mood changes Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 28
  • 29. Ribarnica flickr.com Observe Think Act Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 29
  • 30. VanessaO flickr.com Closer to the user Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 30
  • 31. Link Prediction Algorithms Sean MacEntee flickr.com Graph: nodes = entities, edges = relationships Similar nodes, similar connections Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 31
  • 32. Document Recommendation Recommend D2 to U3 and U4 Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 32
  • 33. Action Recommendation Recommend Thread to U3 Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 33
  • 34. Julien Carnot flickr.com Learning analytics and personalisation Observe, Think, Act LATTE Retreat Sydney, November 23 2012 Abelardo Pardo (@abelardopardo) www.slideshare.net/abelardo_pardo Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 34