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Behavioral analytics. Observe, process, and act

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Talk presented at NICTA about behavioral analytics and how can it be applied to learning.

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Behavioral analytics. Observe, process, and act

  1. dcstep flickr.comBehavioral analyticsObserve, Process, and ActNICTA19 December 2012Abelardo PardoAbelardo.Pardo@sydney.edu.au / @abelardopardohttp://www.slideshare.net/abelardo_pardo
  2. A Princess flickr.com Observe Process ActAbelardo Pardo Behavioral analytics: Observe, Process, and Act 2
  3. sjdunphy flickr.com Repeat in a loopAbelardo Pardo Behavioral analytics: Observe, Process, and Act 3
  4. Ross Hawkes flickr.com BalanceAbelardo Pardo Behavioral analytics: Observe, Process, and Act 4
  5. Derable flickr.com Maximize PerformanceAbelardo Pardo Behavioral analytics: Observe, Process, and Act 5
  6. Yooakim flickr.com A tad too much!Abelardo Pardo Behavioral analytics: Observe, Process, and Act 6
  7. fhemerick flickr.com SCADAAbelardo Pardo Behavioral analytics: Observe, Process, and Act 7
  8. Sylvia Fredriksson flickr.com Technology MediationAbelardo Pardo Behavioral analytics: Observe, Process, and Act 8
  9. Tulane Public Relations flickr.com Laparoscopic surgeryAbelardo Pardo Behavioral analytics: Observe, Process, and Act 9
  10. Nick_r flickr.com >300 Km/hAbelardo Pardo Behavioral analytics: Observe, Process, and Act 10
  11. jbgeronimi flickr.com Fly by wireAbelardo Pardo Behavioral analytics: Observe, Process, and Act 11
  12. Shaylor flickr.com Did they lea r n?Abelardo Pardo Behavioral analytics: Observe, Process, and Act 12
  13. A Princess flickr.com ObserveAbelardo Pardo Behavioral analytics: Observe, Process, and Act 13
  14. WSJ 22/02/12 Analytics everywhere!Abelardo Pardo Behavioral analytics: Observe, Process, and Act 14
  15. NYTimes 16/02/12 Is she pregnant?Abelardo Pardo Behavioral analytics: Observe, Process, and Act 15
  16. Daily Mail UK 20/03/12 TV is watching youAbelardo Pardo Behavioral analytics: Observe, Process, and Act 16
  17. WSJ 19/07/12 How do you read?Abelardo Pardo Behavioral analytics: Observe, Process, and Act 17
  18. www.cooking-hacks.com Health monitoring is a commodityAbelardo Pardo Behavioral analytics: Observe, Process, and Act 18
  19. xJasonRogersx flickr.com Privacy is a currencyAbelardo Pardo Behavioral analytics: Observe, Process, and Act 19
  20. 401K_2012 flickr.com How much does it cost? What do I get?Abelardo Pardo Behavioral analytics: Observe, Process, and Act 20
  21. Abraham C flickr.com Unaware of paymentsAbelardo Pardo Behavioral analytics: Observe, Process, and Act 21
  22. Google Contacts as identity disambiguation toolAbelardo Pardo Behavioral analytics: Observe, Process, and Act 22
  23. dbtelford flickr.com Partial observationAbelardo Pardo Behavioral analytics: Observe, Process, and Act 23
  24. NY Times 24/11/12Abelardo Pardo Behavioral analytics: Observe, Process, and Act 24
  25. Abelardo Pardo Behavioral analytics: Observe, Process, and Act 25
  26. teaguelabs flickr.com Learning From knowledge transfer to technology-mediated activitiesAbelardo Pardo Behavioral analytics: Observe, Process, and Act 26
  27. Shaylor flickr.com Did they lea r n?Abelardo Pardo Behavioral analytics: Observe, Process, and Act 27
  28. Pepe Ortuño flickr.com A clearly identified environment within your computerAbelardo Pardo Behavioral analytics: Observe, Process, and Act 28
  29. qmnonic flickr.com Observe while they learn Procedural activities Collection of related eventsAbelardo Pardo Behavioral analytics: Observe, Process, and Act 29
  30. orangebrompton flickr.com Fully configured Partial observation Only while you learnAbelardo Pardo Behavioral analytics: Observe, Process, and Act 30
  31. Abelardo Pardo Behavioral analytics: Observe, Process, and Act 31
  32. Events generate a page request!Abelardo Pardo Behavioral analytics: Observe, Process, and Act 32
  33. A Princess flickr.com Observe ProcessAbelardo Pardo Behavioral analytics: Observe, Process, and Act 33
  34. Sean Dreilinger flickr.com Automatic discovery of complementary learning resourcesAbelardo Pardo Behavioral analytics: Observe, Process, and Act 34
  35. IAN RANSLEY DESIGN + ILLUSTRATION flickr.com Measure engagement in out-of-class activitiesAbelardo Pardo Behavioral analytics: Observe, Process, and Act 35
  36. Just in time teachingAbelardo Pardo Behavioral analytics: Observe, Process, and Act 36
  37. Browser add-inAbelardo Pardo Behavioral analytics: Observe, Process, and Act 37
  38. Ben+Sam flickr.com Markup-based Authoring flow modifiedAbelardo Pardo Behavioral analytics: Observe, Process, and Act 38
  39. Abelardo Pardo Behavioral analytics: Observe, Process, and Act 39
  40. Learning Glass (WS)Abelardo Pardo Behavioral analytics: Observe, Process, and Act 40
  41. jfravel flickr.com Team dynamicsAbelardo Pardo Behavioral analytics: Observe, Process, and Act 41
  42. A Princess flickr.com Observe Process ActAbelardo Pardo Behavioral analytics: Observe, Process, and Act 42
  43. Sergejf flickr.com Modify session activities Detect disengaged students Identify widespread misconceptionsAbelardo Pardo Behavioral analytics: Observe, Process, and Act 43
  44. Brewbooks flickr.com Instruction reflectionAbelardo Pardo Behavioral analytics: Observe, Process, and Act 44
  45. Link Prediction Algorithms Sean MacEntee flickr.com Graph: nodes = entities, edges = relationships Similar nodes, similar connectionsAbelardo Pardo Behavioral analytics: Observe, Process, and Act 45
  46. Document Recommendation Recommend D2 to U3 and U4Abelardo Pardo Behavioral analytics: Observe, Process, and Act 46
  47. Action Recommendation Recommend Thread to U3Abelardo Pardo Behavioral analytics: Observe, Process, and Act 47
  48. Tricia Wang flickr.com Technology mediation allows exhaustive observation Privacy to measure affordability Detect hidden behavior Facilitate immediate feedbackAbelardo Pardo Behavioral analytics: Observe, Process, and Act 48
  49. dcstep flickr.comBehavioral analyticsObserve, Process, and ActNICTA19 December 2012Abelardo PardoAbelardo.Pardo@sydney.edu.au / @abelardopardohttp://www.slideshare.net/abelardo_pardo

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