Diese Präsentation wurde erfolgreich gemeldet.
Wir verwenden Ihre LinkedIn Profilangaben und Informationen zu Ihren Aktivitäten, um Anzeigen zu personalisieren und Ihnen relevantere Inhalte anzuzeigen. Sie können Ihre Anzeigeneinstellungen jederzeit ändern.
Learning Analytics
Principles & Constraints
Khalil, Mohammad and Ebner, Martin
EdMedia 2015, Montréal
Big Data Analytics
Psychology
ComputerScience
http://wallpapers.brothersoft.com/track-and-field-93927.html
What Can Learning Analytics do?
•  Students improve their performance
•  Predict the student’s grades
•  Enhance retention...
Phases ?
Constraints ?
A Life Cycle?
Phases ?
Constraints ?
What	
  if	
  Learning	
  Analy/cs	
  went	
  wrong?	
  
h5ps://www.flickr.com/photos/thierrylord/4541208666	
  
Mistaken	
...
Learning Analytics
http://www.beyondblackwhite.com/wp-content/uploads/2011/09/thumbs-down.jpg
Learning Analytics - Constraints
Learning Analytics - Constraints
Revealing Personal Information
Morality to view students’ data
Collecting and Analyzing d...
Learning Analytics - Constraints
Achieving Confidentiality, Integrity
and Availability
Who owns students data,
Students or...
A Framework?
Learning Analytics: Principles & Constraints
THANK YOU
Mohammad	
  Khalil	
  
Ø  Mohammad.Khalil@tugraz.at	
  
“Learning	
   Analy.cs:	
   Principles	
   and	
   Cons...
Learning Analytics - Principles & Constraints
Learning Analytics - Principles & Constraints
Learning Analytics - Principles & Constraints
Learning Analytics - Principles & Constraints
Learning Analytics - Principles & Constraints
Learning Analytics - Principles & Constraints
Nächste SlideShare
Wird geladen in …5
×

Learning Analytics - Principles & Constraints

Presentation at ED-Media 2015 conference, Montreal, Canada

  • Loggen Sie sich ein, um Kommentare anzuzeigen.

Learning Analytics - Principles & Constraints

  1. 1. Learning Analytics Principles & Constraints Khalil, Mohammad and Ebner, Martin EdMedia 2015, Montréal
  2. 2. Big Data Analytics
  3. 3. Psychology ComputerScience http://wallpapers.brothersoft.com/track-and-field-93927.html
  4. 4. What Can Learning Analytics do? •  Students improve their performance •  Predict the student’s grades •  Enhance retention percentages •  Point difficulties in courses models
  5. 5. Phases ? Constraints ?
  6. 6. A Life Cycle?
  7. 7. Phases ? Constraints ?
  8. 8. What  if  Learning  Analy/cs  went  wrong?   h5ps://www.flickr.com/photos/thierrylord/4541208666   Mistaken  Predic/ons!   Ethical  breaches!!  
  9. 9. Learning Analytics http://www.beyondblackwhite.com/wp-content/uploads/2011/09/thumbs-down.jpg
  10. 10. Learning Analytics - Constraints
  11. 11. Learning Analytics - Constraints Revealing Personal Information Morality to view students’ data Collecting and Analyzing data Transparency Students’ data deletion policy
  12. 12. Learning Analytics - Constraints 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?
  13. 13. A Framework?
  14. 14. Learning Analytics: Principles & Constraints
  15. 15. THANK YOU Mohammad  Khalil   Ø  Mohammad.Khalil@tugraz.at   “Learning   Analy.cs:   Principles   and   Constraints”,   By   Mohammad   Khalil   &   Mar.n   Ebner,  Graz  University  of  Technology,  EDMEDIA-­‐15’  ,  Canada,  June.  2015   Mar/n  Ebner   Ø  Mar/n.Ebner@tugraz.at  

×