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Learning Analytics
Tracking Learning

ITK
Hämeenlinna, Finland, 19 April 2012



Erik Duval
http://erikduval.wordpress.com
@ErikDuval



                                 1
Thanks - merci - gracias - dank u -
 köszönöm - ありがとうございます


             Kiitos
          MANY thanks


           for the invitation !
                    2
http://www.slideshare.net/erik.duval




       3
heard of learning analytics?



             4
http://evidenceframework.org/?p=1886
what?



  7
Learning Analytics is about
collecting traces
that learners leave behind
and using those traces
to improve learning.

            http://erikduval.wordpress.com/2012/01/30/learning-analytics-and-educational-data-mining/

                           8
why?



 9
open learning



      10
11
13
inspiration?



     13
http://quantifiedself.com/
           14
“self knowledge
through self-tracking”


          15
16
17
18
19
20
awareness
       &
self reflection

      21
22




     http://mume11.snakeflash.com/
Duval, Erik; Klerkx, Joris;Verbert, Katrien; Nagel, Till; Govaerts, Sten; Parra Chico, Gonzalo Alberto; Santos Odriozola, Jose Luis;Vandeputte, Bram. Learning
dashboards & learnscapes, Workshop at CHI2012: ACM SIGCHI Conference on Human Factors in Computing Systems,Vancouver, Canada, 5-10 May 2012,
Educational Interfaces, Software, and Technology.
Santos Odriozola, Jose Luis; Govaerts, Sten;Verbert, Katrien; Duval, Erik. Goal-oriented visualizations of activity tracking: a case study with engineering students,
LAK12: International Conference on Learning Analytics and Knowledge,Vancouver, Canada, 29 April - 2 May 2012, ACM
                                                                                       23
http://jlsantoso.blogspot.com/



             24
http://solaresearch.org/OpenLearningAnalytics.pdf




                       25                           http://solaresearch.org/OpenLearningAnalytics.pdf
Govaerts, Sten;Verbert, Katrien, Duval, Erik;
Pardo, Abelardo, The Student Activity Meter for
Awareness and Self-reflection. Proceedings of CHI
Conference on Human Factors in Computing
Systems, 2012, Austin, Texas, ACM.

                                                   26
http://research.uow.edu.au/learningnetworks/seeing/snapp/index.html

                                27
28
issues?



   29
what can we measure?



         30
time
time spent
artefacts produced
social interactions
location
...
           31
how about:

what was learned?

             32
33
34
What I do...

tell students
what, why and for whom

               35
Also: you?



    36
37
LAK13: Leuven (yay!)
What
do you
think?




  http://erikduval.wordpress.com/
                                    39
Questions?
http://erikduval.wordpress.com/
       twitter: @ErikDuval
               40

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