de-identification in learning analytics
TRANSCRIPT
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De-IDentificationIn
Learning Analytics
Mohammad KhalilMartin Ebner
EP4LA – LAK 15 Workshop, 16th March 15https://www.flickr.com/photos/trois-tetes/5195847/
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Who Are We ???Dr. Martin Ebner
The head of the department Social Learning at Graz University of Technology.
Focuses on : LA, MOOCs, Mobile Learning
Mohammad Khalil
A PhD candidate in the department Social Learning at Graz University of Technology
Focuses on : Learning Analytics in MOOCs
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Learning Analytics
Collecting
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Learning Analytics
Collecting
Analysis
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Learning Analytics
Collecting
Analysis
Act
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But, What if Learning Analytics went wrong?
https://www.flickr.com/photos/thierrylord/4541208666
Mistaken Predictions!
Ethical breaches!!!
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Learning Analytics
http://www.beyondblackwhite.com/wp-content/uploads/2011/09/thumbs-down.jpg
• Transparency
• Identification
• Ownership
• Accuracy
• Security
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Learning Analytics
http://www.beyondblackwhite.com/wp-content/uploads/2011/09/thumbs-down.jpg
• Identification
• Transparency
• Ownership
• Accuracy
• Security
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Learning Analytics Personal Information
http://www.moneysense.ca/invest/investors-dont-have-to-wait-for-canada-to-bury-trailers
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De - IDentification
https://www.flickr.com/photos/trois-tetes/5195847/
• Achieve Privacy
• Research Reasons
• Available to Public
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De – iDentification - Formally
http://androidheadlines.com/wp-content/uploads/2015/02/Law_2.jpg
• FERPA §99.31
• DPD 95/46/EC²
• HIPAA
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The Proposed Approach
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The Proposed Approach
COLLECTING
De-IDentificationOPTIMIZING
Generating
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Is It Perfect???
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Is It Perfect???
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THANK YOU
Mohammad Khal i l [email protected]
Martin Ebner [email protected]
“De-Identification in Learning Analytics”, By Mohammad Khalil & Martin Ebner, Technical University of Graz, presented at LAK15’ workshop “EP4LA”, USA, Mar. 2015