Presentation at EP4LA – LAK 15 Workshop, 16th March 2015

1. Mohammad
Khalil
Mar,n
Ebner
EP4LA – LAK 15 Workshop, 16th March 15
h1ps://www.flickr.com/photos/trois-­‐tetes/5195847/

3. 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
Analy,cs
in
MOOCs

4. Collecting

5. Collecting
Analysis

6. Collecting
Analysis
Act

7. But,
What
if
Learning
Analy,cs
went
wrong?
h1ps://www.flickr.com/photos/thierrylord/4541208666
Mistaken
Predic,ons!
Ethical
breaches!!!

8. Learning Analytics
h1p://www.beyondblackwhite.com/wp-­‐content/uploads/2011/09/thumbs-­‐down.jpg
• Transparency
• Identification
• Ownership
• Accuracy
• Security

9. Learning Analytics
h1p://www.beyondblackwhite.com/wp-­‐content/uploads/2011/09/thumbs-­‐down.jpg
• Identification
• Transparency
• Ownership
• Accuracy
• Security

10. http://www.moneysense.ca/invest/investors-dont-have-to-wait-for-canada-to-
bury-trailers

11. De - IDentification
h1ps://www.flickr.com/photos/trois-­‐tetes/5195847/
• Achieve Privacy
• Research Reasons
• Available to Public

12. De – iDentification - Formally
h1p://androidheadlines.com/wp-­‐content/uploads/2015/02/Law_2.jpg
• FERPA §99.31
• DPD 95/46/EC²
• HIPAA

14. COLLECTING
De-IDentification
OPTIMIZING
Generating

21. Is It Perfect???

22. Is It Perfect???

24. THANK YOU
Mohammad
Khalil
Ø Mohammad.Khalil@tugraz.at
Mar,n
Ebner
Ø Mar,n.Ebner@tugraz.at
“De-­‐Iden-fica-on
in
Learning
Analy-cs”,
By
Mohammad
Khalil
&
Mar-n
Ebner,
Technical
University
of
Graz,
presented
at
LAK15’
workshop
“EP4LA”,
USA,
Mar.
2015