Learning Analytics & MOOCs-Data Issues Perspective

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Presentation transcript:

Learning Analytics & MOOCs-Data Issues Perspective Mohammad Khalil Innovation Room9 09.06.2017

Hello! I am Mohammad Khalil @TUMohdKhalil http://mohdkhalil.wordpress.com

The MOOCs Hype Image from: Vlad Mihaescu

58,000,000 Online students 6,850 MOOCs

Data & Analytics MOOC Data Learning Analytics

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).

Mistaken Predictions! Ethical breaches!!! But, What if Learning Analytics goes wrong? Mistaken Predictions! Ethical breaches!!! https://www.flickr.com/photos/thierrylord/4541208666

Learning Analytics http://www.beyondblackwhite.com/wp-content/uploads/2011/09/thumbs-down.jpg

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).

students or institutions? Who owns students data, students or institutions? Data Protection and Copyright Laws limit the use of LA apps Inaccurate analysis results? Achieving Confidentiality, Integrity and Availability Khalil, M., & Ebner, M. (2016). Learning Analytics: Principles and Constraints. In Proceedings of World Conference on Educational Multimedia, Hypermedia and Telecommunications (pp. 1326-1336).

Learning Analytics Personal Information http://www.moneysense.ca/invest/investors-dont-have-to-wait-for-canada-to-bury-trailers

De - IDentification Achieve Privacy Research Reasons Available to Public https://www.flickr.com/photos/trois-tetes/5195847/

De-Identification Approach European DPD 95/46/EC Khalil, M., & Ebner, M. (2016). De-Identification in Learning Analytics. Journal of Learning Analytics, 3(1), pp. 129-138

Thank You! Any questions ? @TUMohdKhalil http://mohdkhalil.wordpress.com

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