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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.

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

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  • 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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