xAPI, Logs and 3 Simple Steps to Predicting the Future…
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Originally delivered as part of the HT2 Experience Day (#HT2xOxford) event held on 20th September 2017, this presentation looks at some of the key features of the new Open Source V2 release of Learning Locker LRS, and how the use of xAPI and data logs can be used to help predict the future. Find out more about the Open Source edition of the Learning Locker Learning Record Store at https://learninglocker.net.
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xAPI, Logs and 3 Simple Steps to Predicting the Future…
- 1. Ben BettsxAPI, logs and three simple steps to predicting the future… Ben Betts xAPI, logs and three simple steps to predicting the future… Yea, right!
- 2. Ben BettsxAPI, logs and three simple steps to predicting the future…
- 3. Ben BettsxAPI, logs and three simple steps to predicting the future… Only 13% of companies track training programs ROI beyond participant feedback Building Capabilities for Performance, McKinsey & Company Survey (2015)
- 4. Ben BettsxAPI, logs and three simple steps to predicting the future…
- 5. Ben BettsxAPI, logs and three simple steps to predicting the future…
- 6. Ben BettsxAPI, logs and three simple steps to predicting the future… Installation is pretty easy… Step 1: Put the kettle on Step 2: Make a nice cup of tea Step 3: Visit Lrnloc.kr/install
- 7. Ben BettsxAPI, logs and three simple steps to predicting the future… Meet Open Source Learning Locker… Aggregate Automate Analyse
- 8. Ben BettsxAPI, logs and three simple steps to predicting the future… Top Three Features… Multi-tenant, Multi-store (Aggregate)
- 9. Ben BettsxAPI, logs and three simple steps to predicting the future… Top Three Features… WebHooks & Journeys (Automate)
- 10. Ben BettsxAPI, logs and three simple steps to predicting the future… Top Three Features… Custom Dashboards (Analyse)
- 11. Ben BettsxAPI, logs and three simple steps to predicting the future… Reporting is most often reactive To really make a difference we need to become more proactive
- 12. Ben BettsxAPI, logs and three simple steps to predicting the future… How can we become more proactive?
- 13. Ben BettsxAPI, logs and three simple steps to predicting the future… First Step is to Start Connecting our Systems
- 14. Ben BettsxAPI, logs and three simple steps to predicting the future… Connecting Data (We use a standard way of working with data, called xAPI)
- 15. Ben BettsxAPI, logs and three simple steps to predicting the future… Most eco-systems have evolved in an ad-hoc manner
- 16. Ben BettsxAPI, logs and three simple steps to predicting the future… We can bring consistency and interoperability to the approach
- 17. Ben BettsxAPI, logs and three simple steps to predicting the future… Connecting Data (Using a standard way of working with data, called xAPI)
- 18. Ben BettsxAPI, logs and three simple steps to predicting the future…
- 20. Ben BettsxAPI, logs and three simple steps to predicting the future… (informed by literature, research and your gut) Learning Analytics
- 21. Ben BettsxAPI, logs and three simple steps to predicting the future… Just waiting to see patterns rarely yields results; you have to pose questions…
- 22. Ben BettsxAPI, logs and three simple steps to predicting the future… For example… Should we draft more left-handed hitters?
- 23. Ben BettsxAPI, logs and three simple steps to predicting the future…
- 24. Ben BettsxAPI, logs and three simple steps to predicting the future…
- 25. Ben BettsxAPI, logs and three simple steps to predicting the future…
- 26. Ben BettsxAPI, logs and three simple steps to predicting the future…
- 27. Ben BettsxAPI, logs and three simple steps to predicting the future…
- 28. Ben BettsxAPI, logs and three simple steps to predicting the future…
- 29. Ben BettsxAPI, logs and three simple steps to predicting the future…
- 30. AUTHORPresentation Question: Should we draft more left-handed hitters? Answer: On this evidence, no, but do make sure Upton is up in the seventh…
- 31. AUTHORPresentation Students in different countries exhibit different behaviours when learning online
- 32. AUTHORPresentation Sharing data in real-time with students
- 33. AUTHORPresentation Instructors Dashboard – An aggregate of all students
- 34. AUTHORPresentation Most Interesting Findings… (in my opinion) Time on a single task is not an indicator of success… in fact the opposite is true But overall activity is correlated with success More successful students prepare in advance And the hypothesis is disproven… students are similar throughout Europe
- 35. Ben BettsxAPI, logs and three simple steps to predicting the future… “Did our MOOC get participants to try new behaviours?”
- 36. Ben BettsxAPI, logs and three simple steps to predicting the future…
- 37. Ben BettsxAPI, logs and three simple steps to predicting the future…
- 38. Ben BettsxAPI, logs and three simple steps to predicting the future…
- 39. Ben BettsxAPI, logs and three simple steps to predicting the future…
- 40. Ben BettsxAPI, logs and three simple steps to predicting the future…
- 41. Ben BettsxAPI, logs and three simple steps to predicting the future… (be informed by literature, research and your gut) Learning Analytics
- 42. Ben BettsxAPI, logs and three simple steps to predicting the future…
- 44. Ben BettsxAPI, logs and three simple steps to predicting the future… Final step: Predict the Future…
- 45. Ben BettsxAPI, logs and three simple steps to predicting the future…
- 46. Ben BettsxAPI, logs and three simple steps to predicting the future…
- 47. Ben BettsxAPI, logs and three simple steps to predicting the future…
- 48. AUTHORPresentation Non-continuation costs UK universities in excess of £300m* in lost tuition fees, each year *Estimated from HESA non-continuation data (2015)
- 49. Ben BettsxAPI, logs and three simple steps to predicting the future…
- 50. Ben BettsxAPI, logs and three simple steps to predicting the future… Starting to really scale…
- 51. Ben BettsxAPI, logs and three simple steps to predicting the future…
- 52. Ben BettsxAPI, logs and three simple steps to predicting the future… Prediction changes everything…
- 53. Ben BettsxAPI, logs and three simple steps to predicting the future… You wouldn’t measure compliance training completions You would predict risk
- 54. Ben BettsxAPI, logs and three simple steps to predicting the future… You wouldn’t measure staff satisfaction You would predict whether someone will stay or leave
- 55. Ben BettsxAPI, logs and three simple steps to predicting the future… You wouldn’t do a training needs analysis You would anticipate demand
- 56. Ben BettsxAPI, logs and three simple steps to predicting the future… You can email me at ben@ht2labs.com Or Tweet me @bbetts Ben Betts Thank you for your time!
Notes de l'éditeur
- Learning Record Store
- Learning Record Store
- Learning Record Store
- Learning Record Store
- Learning Record Store
- Learning Record Store
- Learning Record Store
- Learning Record Store
- 3 steps to making learning more measurable….
- Dive into the function of an LRS…
- Learning Record Store
- Learning Record Store
- Dive into the function of an LRS…
- Dive into the function of an LRS…
- Just waiting to see the patterns data shows… is unlikely to yield productive responses
- Just waiting to see the patterns data shows… is unlikely to yield productive responses
- Just waiting to see the patterns data shows… is unlikely to yield productive responses
- Establish a clear image of how higher education students in different European countries learn online by making explorative use of learning analytics (pedagogic approach as opposed to more academic analytics approaches).
- You can design social But open to exploration and discussion Connecting people & ideas
- You can design social But open to exploration and discussion Connecting people & ideas
- Learning Record Store
- Just waiting to see the patterns data shows… is unlikely to yield productive responses
- You can design social But open to exploration and discussion Connecting people & ideas
- You can design social But open to exploration and discussion Connecting people & ideas
- You can design social But open to exploration and discussion Connecting people & ideas
- You can design social But open to exploration and discussion Connecting people & ideas
- Dive into the function of an LRS…
- Dive into the function of an LRS…
- Front page
- You can design social But open to exploration and discussion Connecting people & ideas
- You can design social But open to exploration and discussion Connecting people & ideas
- You can design social But open to exploration and discussion Connecting people & ideas
- You can design social But open to exploration and discussion Connecting people & ideas
- Jisc case study…