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LARAe 
Learning Analytics Reflection & 
Awareness environment 
ARTEL 2014 . Graz, Austria 
Sven Charleer http://www.slideshare.net/svencharleer/ 
@svencharleer 
! 
Jose Luis Santos 
@jlsantoso 
! 
Joris Klerkx 
@jkofmsk 
! 
Erik Duval 
@erikduval
“ Collecting traces that learners leave behind 
and using those traces to improve learning ” 
2 Learninig Analytics Visualizations 
ARTEL 2014 . Graz, Austria 
http://erikduval.wordpress.com/2012/01/30/learning-analytics-and-educational-data-mining/
3 Setup 
ARTEL 2014 . Graz, Austria
4 Learninig Analytics Visualizations 
ARTEL 2014 . Graz, Austria 
* Abundance of data 
! 
* Which traces are important 
! 
* In what format / context / representation 
! 
* What is a good way of visualising these traces 
!
Charleer, S., Klerkx, J., Santos, J. L., & Duval, E. Improving awareness and reflection through collaborative, interactive 
visualizations of badges. In Proceedings of the 3rd Workshop on Awareness and Reflection in Technology-Enhanced Learning, 
pages 69-81. CEUR Workshop Proceedings, 2013 
5 ARTEL 2013 
ARTEL 2014 . Graz, Austria
Charleer, Sven, et al. Improving teacher awareness through activity, badge and content visualizations. Proceedings of the 1st International Workshop 
on Open Badges in Education. 2014. 
6 OBIE14 
ARTEL 2014 . Graz, Austria
ariadne.cs.kuleuven.be/LARAe/ 
7 LARAe 
ARTEL 2014 . Graz, Austria
ariadne.cs.kuleuven.be/LARAe/ 
8 LARAe 
ARTEL 2014 . Graz, Austria
9 Traces 
ARTEL 2014 . Graz, Austria 
ariadne.cs.kuleuven.be/LARAe/
ariadne.cs.kuleuven.be/wespot/ 
http://wespot.net 
10 Other deployments 
ARTEL 2014 . Graz, Austria
11 Future Work 
ARTEL 2014 . Graz, Austria
12 Future Work 
ARTEL 2014 . Graz, Austria
13 Future Work 
ARTEL 2014 . Graz, Austria
Questions 
ARTEL 2014 . Graz, Austria 
Sven Charleer 
@svencharleer 
! 
Jose Luis Santos 
@jlsantoso 
! 
Joris Klerkx 
@jkofmsk 
! 
Erik Duval 
@erikduval 
http://www.slideshare.net/svencharleer/ 
We’re looking for PhD candidates

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LARAe: Learning Analytics Reflection & Awareness environment (ARTEL14@ECTEL2014)

  • 1. LARAe Learning Analytics Reflection & Awareness environment ARTEL 2014 . Graz, Austria Sven Charleer http://www.slideshare.net/svencharleer/ @svencharleer ! Jose Luis Santos @jlsantoso ! Joris Klerkx @jkofmsk ! Erik Duval @erikduval
  • 2. “ Collecting traces that learners leave behind and using those traces to improve learning ” 2 Learninig Analytics Visualizations ARTEL 2014 . Graz, Austria http://erikduval.wordpress.com/2012/01/30/learning-analytics-and-educational-data-mining/
  • 3. 3 Setup ARTEL 2014 . Graz, Austria
  • 4. 4 Learninig Analytics Visualizations ARTEL 2014 . Graz, Austria * Abundance of data ! * Which traces are important ! * In what format / context / representation ! * What is a good way of visualising these traces !
  • 5. Charleer, S., Klerkx, J., Santos, J. L., & Duval, E. Improving awareness and reflection through collaborative, interactive visualizations of badges. In Proceedings of the 3rd Workshop on Awareness and Reflection in Technology-Enhanced Learning, pages 69-81. CEUR Workshop Proceedings, 2013 5 ARTEL 2013 ARTEL 2014 . Graz, Austria
  • 6. Charleer, Sven, et al. Improving teacher awareness through activity, badge and content visualizations. Proceedings of the 1st International Workshop on Open Badges in Education. 2014. 6 OBIE14 ARTEL 2014 . Graz, Austria
  • 7. ariadne.cs.kuleuven.be/LARAe/ 7 LARAe ARTEL 2014 . Graz, Austria
  • 8. ariadne.cs.kuleuven.be/LARAe/ 8 LARAe ARTEL 2014 . Graz, Austria
  • 9. 9 Traces ARTEL 2014 . Graz, Austria ariadne.cs.kuleuven.be/LARAe/
  • 10. ariadne.cs.kuleuven.be/wespot/ http://wespot.net 10 Other deployments ARTEL 2014 . Graz, Austria
  • 11. 11 Future Work ARTEL 2014 . Graz, Austria
  • 12. 12 Future Work ARTEL 2014 . Graz, Austria
  • 13. 13 Future Work ARTEL 2014 . Graz, Austria
  • 14. Questions ARTEL 2014 . Graz, Austria Sven Charleer @svencharleer ! Jose Luis Santos @jlsantoso ! Joris Klerkx @jkofmsk ! Erik Duval @erikduval http://www.slideshare.net/svencharleer/ We’re looking for PhD candidates