SlideShare a Scribd company logo
Open Learning [Analytics]

TU Delft
Delft, Nederland, 30 Oktober 2012



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




                                 1
Thanks - merci - gracias - Vielen Dank
  - köszönöm - ありがとうございます


               Dank u!


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




       3
my team:
Human-Computer Interaction

technology enhanced learning
music
research
health
4
heard of learning analytics?



             5
doing learning analytics?



            6
http://www.nmc.org/pdf/2012-horizon-report-HE.pdf
Open Learning Analytics
what?



  9
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/

                          10
Open Learning Analytics
at run-time,
not a posteriori



            12
we: focus on learner



            13
why?



 14
versnellen studietraject



           15
http://www.youtube.com/watch?v=r2PIqiqgA-A
http://yaymicro.com/stock-image/old-classic-car-dashboard/209874   http://hefel.wordpress.com/2008/01/13/information-design-dashboards-and-balanced-scorecards/
Open Learning Analytics
http://www.eden-online.org/2012_leuven.html
open learning



      20
21
13
Open Learning Analytics
Open Learning Analytics
inspiration?



     24
http://quantifiedself.com/
           25
“self knowledge
through self-tracking”


          26
27
28
29
30
31
Open Learning Analytics
Open Learning Analytics
Open Learning Analytics
conceptual framework



         35
awareness               data




(self) reflection      questions




sense making            answers



                    behaviour change
    impact
                     or new meaning
examples



   37
38




     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
                                                                                       39
http://jlsantoso.blogspot.com/



             40
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.

                                                   41
http://research.uow.edu.au/learningnetworks/seeing/snapp/index.html

                                42
Open Learning Analytics
5
perceived usefulness
                       4
        Score%
                       3
                       2
                       1




                           #lak%
                             1     #uc3m%
                                      2     #cgiar% #peno3%
                                              3        4        #thesis% #thesis% #chikul%
                                                                  5         6        7
                                                              supervisors% students%
teachers%

students%
also



 45
46
issues?



   47
architecture
        &
interoperability

       48
http://solaresearch.org/OpenLearningAnalytics.pdf
50
you are what you measure
you are become what you measure
53
54
What I do...

tell students
what, why and for whom

               55
Fear
Uncertainty
Doubt
          56
Also: you?



    57
http://lakconference.org
What
do you
think?




  http://erikduval.wordpress.com/
                                    59
Questions?
http://erikduval.wordpress.com/
       twitter: @ErikDuval
               60

More Related Content

PDF
Learning Analytics
PDF
Learning Analytics and Higher Education
PDF
Quantified Self and Learning Analytics
PDF
Research2.0
PDF
Learning Analytics:
 Open & Authentic Learning
PPTX
Apps Across the Curriculum
PDF
Learning Analytics: meten hoe mensen leren
PPTX
Management by Gail Lovely 4-8
Learning Analytics
Learning Analytics and Higher Education
Quantified Self and Learning Analytics
Research2.0
Learning Analytics:
 Open & Authentic Learning
Apps Across the Curriculum
Learning Analytics: meten hoe mensen leren
Management by Gail Lovely 4-8

Similar to Open Learning Analytics (20)

PDF
Open Learning Analytics
PDF
Learning dashboards
PDF
Learning Analytics Tracking Learning
PDF
Learning Analytics
PDF
Learning analytics
PDF
Learning Analytics in Mobile Learning
PDF
Social Media. Open Learning.
PDF
Open Learning
PDF
The Student Activity Meter
PPTX
Lak12 jlsantos-v2
PDF
Attention please: learning analytics
PPTX
Learning Analytics: Realizing their Promise in the California State University
PDF
Learning analytics
PDF
Learning Analytics: from A to ... A
PPT
Social Learning Analytics, Southern SoLAR Flare
PPTX
Learning Analytics - L&D Community of Practice 2012
PDF
Learning Analytics ('in Europe')
PDF
Echt open leren
PDF
Visualising activity in learning networks using open data and educational ...
PDF
Learning Analytics - A New Discipline and Linked Data
Open Learning Analytics
Learning dashboards
Learning Analytics Tracking Learning
Learning Analytics
Learning analytics
Learning Analytics in Mobile Learning
Social Media. Open Learning.
Open Learning
The Student Activity Meter
Lak12 jlsantos-v2
Attention please: learning analytics
Learning Analytics: Realizing their Promise in the California State University
Learning analytics
Learning Analytics: from A to ... A
Social Learning Analytics, Southern SoLAR Flare
Learning Analytics - L&D Community of Practice 2012
Learning Analytics ('in Europe')
Echt open leren
Visualising activity in learning networks using open data and educational ...
Learning Analytics - A New Discipline and Linked Data
Ad

More from Erik Duval (20)

PDF
eCloud newspapers
PDF
InfoVis1415: slides sessie 12, 18 mei 2015
PDF
InfoVis1415: slides sessie 11, 11 mei 2015
PDF
InfoVis1415: slides sessie 10, 4 mei 2015
PDF
Evaluation
 of information visualisation
PDF
InfoVis1415: slides sessie 9, 27 april 2015
PDF
Social Media and Science a wedding made in Heaven...
 or in Hell?
PDF
Information visualisation: 
Data ink design principles
PDF
InfoVis1415: slides sessie 8, 20 april 2015
PDF
A short history (and even shorter future)
 of information visualisation
PDF
InfoVis1415: slides sessie 7, 30 March 2015
PDF
InfoVis1415: slides sessie 6, 23 March 2015
PDF
History of Human Computer Interaction
PDF
InfoVis1415: slides sessie 5, 9 March 2015
PDF
InfoVis1415: slides sessie 4, 2 March 2015
PDF
InfoVis1415: slides sessie 3, 23 Feb 2015
PDF
InfoVis1415: slides sessie 2, 16 Feb 2015
PDF
Technology that makes HUMANS smarter
PDF
InfoVis1415: slides sessie 1, 10 Feb 2015
PDF
201502010 pen ocw_les1_erik
eCloud newspapers
InfoVis1415: slides sessie 12, 18 mei 2015
InfoVis1415: slides sessie 11, 11 mei 2015
InfoVis1415: slides sessie 10, 4 mei 2015
Evaluation
 of information visualisation
InfoVis1415: slides sessie 9, 27 april 2015
Social Media and Science a wedding made in Heaven...
 or in Hell?
Information visualisation: 
Data ink design principles
InfoVis1415: slides sessie 8, 20 april 2015
A short history (and even shorter future)
 of information visualisation
InfoVis1415: slides sessie 7, 30 March 2015
InfoVis1415: slides sessie 6, 23 March 2015
History of Human Computer Interaction
InfoVis1415: slides sessie 5, 9 March 2015
InfoVis1415: slides sessie 4, 2 March 2015
InfoVis1415: slides sessie 3, 23 Feb 2015
InfoVis1415: slides sessie 2, 16 Feb 2015
Technology that makes HUMANS smarter
InfoVis1415: slides sessie 1, 10 Feb 2015
201502010 pen ocw_les1_erik
Ad

Open Learning Analytics