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Using Big Data to Shape the Learner Experience

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Presented by Ben Betts at Learning Solutions, 2016.

Published in: Education
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Using Big Data to Shape the Learner Experience

  1. 1. NG BIG DATA TO SHAPE THE LEARNER EXPERIEN Dr Ben Betts - @bbetts March, 2016
  2. 2. PROJECT: RED PANDA Dr Ben Betts March, 2016
  3. 3. Copyright Google – Self Driving Car Project - https://www.google.com/selfdrivingcar/
  4. 4. Our Data isn’t really BIG yet
  5. 5. What Data are you already collecting?Visit the link below (or scan the QR code) to add your data sources… http://tinyurl.com/ls2016data
  6. 6. Are you missing out on a world of learning?
  7. 7. xAPI is a standard way to talk about our experiences, using data
  8. 8. You will need all this Data in one place
  9. 9. How long do people view videos for?
  10. 10. Do Email interventions make a difference?
  11. 11. Does it matter how much people write?
  12. 12. Do The Work - Copyright Time Magazine and ‘The Big Short’
  13. 13. Cognitive Presence
  14. 14. Creating Models
  15. 15. Measure Achievement Make Recommendations Personalize Content Just-In-Time Interventions
  16. 16. Alpha Go - Copyright Wired Magazine
  17. 17. Think evolution… Your models improve automatically over time
  18. 18. PROJECT: RED PANDA Dr Ben Betts March, 2016
  19. 19. Sounds Amazing. But Also, Scary. Visit the link below (or scan the QR code) to talk about your concerns with Learning Data, both as a learner and as a designer of learning. http://tinyurl.com/ls2016data
  20. 20. Be transparent about how you intend to use learner data
  21. 21. A simple acronym would be great…
  22. 22. RTPVAEMS
  23. 23. Responsibility Transparency & Consent Privacy Validity Access Enabling positive interventions Minimizing adverse impacts Stewardship of data
  24. 24. Download the Code of Practice https://www.jisc.ac.uk/guides/code-of- practice-for-learning-analytics
  25. 25. R&D in L&D Follow us @HT2Learning Visit us www.ht2.co.uk www.curatr3.com | www.learninglocker.net

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