O slideshow foi denunciado.
Utilizamos seu perfil e dados de atividades no LinkedIn para personalizar e exibir anúncios mais relevantes. Altere suas preferências de anúncios quando desejar.

Learning Analytics & MOOCs- Data Issues Perspective

116 visualizações

Publicada em

Presentation at Leiden Delft Erasmus Universitieis center for education and learning. Erasmus University, Rotterdam, Netherlands. 09.07.2017.
Mohammad Khalil

Publicada em: Educação
  • Seja o primeiro a comentar

  • Seja a primeira pessoa a gostar disto

Learning Analytics & MOOCs- Data Issues Perspective

  1. 1. Learning Analytics & MOOCs- Data Issues Perspective Mohammad Khalil Innovation Room9 09.06.2017
  2. 2. I am Mohammad Khalil Hello! @TUMohdKhalil http://mohdkhalil.wordpress.com
  3. 3. The MOOCs Hype Image from: Vlad Mihaescu
  4. 4. 6,850MOOCs 58,000,000Online students
  5. 5. Data & Analytics MOOC Data Learning Analytics
  6. 6. Learning Analytics Lifecycle Khalil, M., & Ebner, M. (2016). Learning Analytics: Principles and Constraints. In Proceedings of World Conference on Educational Multimedia, Hypermedia and Telecommunications (pp. 1326-1336).
  7. 7. But, What if Learning Analytics goes wrong? Mistaken Predictions! Ethical breaches!!!
  8. 8. Learning Analytics http://www.beyondblackwhite.com/wp-content/uploads/2011/09/thumbs-down.jpg
  9. 9. Revealing Personal Information Morality to view students’ data Collecting and Analyzing data Transparency Students’ data deletion policy Khalil, M., & Ebner, M. (2016). Learning Analytics: Principles and Constraints. In Proceedings of World Conference on Educational Multimedia, Hypermedia and Telecommunications (pp. 1326-1336).
  10. 10. Achieving Confidentiality, Integrity and Availability Who owns students data, students or institutions? Data Protection and Copyright Laws limit the use of LA apps Inaccurate analysis results? Khalil, M., & Ebner, M. (2016). Learning Analytics: Principles and Constraints. In Proceedings of World Conference on Educational Multimedia, Hypermedia and Telecommunications (pp. 1326-1336).
  11. 11. http://www.moneysense.ca/invest/investors-dont-have-to-wait-for-canada-to-bury-trailers
  12. 12. De - IDentification • Achieve Privacy • Research Reasons • Available to Public https://www.flickr.com/photos/trois-tetes/5195847/
  13. 13. Khalil, M., & Ebner, M. (2016). De-Identification in Learning Analytics. Journal of Learning Analytics, 3(1), pp. 129-138 De-Identification Approach European DPD 95/46/EC
  14. 14. Any questions ? Thank You! @TUMohdKhalil http://mohdkhalil.wordpress.com

×