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Extending Course Level
Learning Analytics
with Linked Data


Workshop on
Learning Analytics
and Linked Data
Vancouver, April 29th 2012



Abelardo Pardo (@abelardopardo)
www.slideshare.net/abelardo_pardo
roswellsgirl flickr.com
Learning
Analytics
today




Abelardo Pardo   Extending Course Level Learning Analytics with Linked Data   3
Abelardo Pardo   Extending Course Level Learning Analytics with Linked Data   4
Abelardo Pardo   Extending Course Level Learning Analytics with Linked Data   5
Abelardo Pardo   Extending Course Level Learning Analytics with Linked Data   6
Use big data to really
                                              understandSteve Schoettler, CEO Junyo
                                                          the student


Abelardo Pardo   Extending Course Level Learning Analytics with Linked Data           7
Slaunger flickr.com
                 Activity in LMS is only the tip




Abelardo Pardo   Extending Course Level Learning Analytics with Linked Data   8
Reigh LeBlanc flickr.com
                                                                              Intense
                                                                              activity
                                                                              outside of
                                                                              LMS
Abelardo Pardo   Extending Course Level Learning Analytics with Linked Data                9
pvanees flickr.com
                                                                              Are you in the
                                                                              LMS?




Abelardo Pardo   Extending Course Level Learning Analytics with Linked Data                    10
Joshua Rappeneker flickr.com
Abelardo Pardo   Extending Course Level Learning Analytics with Linked Data   11
Pepe Ortuño flickr.com
                                                                     A clearly identified
                                                                     environment within
                                                                         your computer




Abelardo Pardo   Extending Course Level Learning Analytics with Linked Data                12
qmnonic flickr.com
  Observe while they learn




                         Procedural activities




                                                     Collection of related events

Abelardo Pardo   Extending Course Level Learning Analytics with Linked Data     13
orangebrompton flickr.com
  Fully configured




  Partial observation




  Only while you learn

Abelardo Pardo   Extending Course Level Learning Analytics with Linked Data   14
roswellsgirl flickr.com
Learning
Analytics
today


                                From Linked
                                Data to
                                Course LA




Abelardo Pardo   Extending Course Level Learning Analytics with Linked Data   15
linkeddata.org
Abelardo Pardo   Extending Course Level Learning Analytics with Linked Data   16
cambodia4kidsorg flickr.com
Abelardo Pardo   Extending Course Level Learning Analytics with Linked Data   17
PranceyDog flickr.com




                                           LA as vertical market specialized by


                                                                       objectives


                                                                       audiences


                                                                           topics


Abelardo Pardo            Extending Course Level Learning Analytics with Linked Data   18
intan_a3 flickr.com
                    Disambiguation by course topic




Abelardo Pardo   Extending Course Level Learning Analytics with Linked Data   19
Sean Dreilinger flickr.com
      Automatic discovery
      of complementary
      learning resources




Abelardo Pardo   Extending Course Level Learning Analytics with Linked Data   20
Ontoolsearch




                 Find tools for collaborative learning

Abelardo Pardo   Extending Course Level Learning Analytics with Linked Data   21
Ontoolsearch “mind mapping”




Abelardo Pardo   Extending Course Level Learning Analytics with Linked Data   22
linkeddata.org
Abelardo Pardo   Extending Course Level Learning Analytics with Linked Data   23
didactalia.net
Abelardo Pardo   Extending Course Level Learning Analytics with Linked Data   24
justmakeit flickr
                                   Linked Data




                                           Student working!


Abelardo Pardo   Extending Course Level Learning Analytics with Linked Data   25
nyello8 flickr
                 Real-time fine
                                                tuning of learn
                                                                              ing experienc
                                                                                           es



Abelardo Pardo   Extending Course Level Learning Analytics with Linked Data                   26
Not so much flickr.com




                                                                                            linkeddata.org
Abelardo Pardo            Extending Course Level Learning Analytics with Linked Data   27
roswellsgirl flickr.com
Learning
Analytics
today


                                From Linked
                                Data to
                                Course LA
                                                                              From Course LA
                                                                              to Linked Data



Abelardo Pardo   Extending Course Level Learning Analytics with Linked Data                28
Linked Data at Open University UK




                        Evolve the way universities
                        expose material to students
Abelardo Pardo   Extending Course Level Learning Analytics with Linked Data   29
Linked Data at University of Southampton UK




                   Non confidential data which is of use
                 to our members, visitors, and the public
Abelardo Pardo     Extending Course Level Learning Analytics with Linked Data   30
laverrue flickr.com
Abelardo Pardo   Extending Course Level Learning Analytics with Linked Data   31
pylbug flickr.com
    Projects                         Student created content


     Discovered resources
                                         (Compounded measurements)


(Resource usage)
                                                               (Student evaluations)

Abelardo Pardo   Extending Course Level Learning Analytics with Linked Data            32
Tricia Wang flickr.com
  Courses use linked data
  for real time adaptation




                                                        Courses offer
                                                        “relevant data”
Abelardo Pardo   Extending Course Level Learning Analytics with Linked Data   33
contemplative imaging flickr.com
References I
            The signal project
            Purdue University
            http://www.itap.purdue.edu/studio/signals/
            Last accessed April 2012
            Blackboard Analytics
            Blackboard Inc.
            http://www.blackboard.com/Platforms/Analytics/Overview.aspx
            Last accessed April 2012
            Desire2Learn Analytics
            Desire2Learn
            http://www.desire2learn.com/products/analytics/
            Last accessed April 2012


Abelardo Pardo   Extending Course Level Learning Analytics with Linked Data   35
References II
            A linked data approach for the discovery of educational ICT tools
            in the Web of Data
            Ruiz-Calleja, A., Vega-Gorgojo, G., Asensio-Pérez, J. I.,
            Bote-Lorenzo, M. L., Gómez-Sánchez, E., Alario-Hoyos, C.
            Computers & Education
            Accepted manuscript
            Didactalia Gnoss
            Gnoss
            http://didactalia.net
            Last accessed April 2012
            Linked data at Open University UK
            Open University UK
            http://data.open.ac.uk
            Last accessed April 2012

Abelardo Pardo   Extending Course Level Learning Analytics with Linked Data     36
References III

            Linked data at University of Southampton UK
            University of Southampon UK
            http://data.southampton.ac.uk/
            Last accessed April 2012




Abelardo Pardo   Extending Course Level Learning Analytics with Linked Data   37

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Extending Course Level Learning Analytics with Linked Data

  • 1. contemplative imaging flickr.com Extending Course Level Learning Analytics with Linked Data Workshop on Learning Analytics and Linked Data Vancouver, April 29th 2012 Abelardo Pardo (@abelardopardo) www.slideshare.net/abelardo_pardo
  • 2. roswellsgirl flickr.com Learning Analytics today Abelardo Pardo Extending Course Level Learning Analytics with Linked Data 3
  • 3. Abelardo Pardo Extending Course Level Learning Analytics with Linked Data 4
  • 4. Abelardo Pardo Extending Course Level Learning Analytics with Linked Data 5
  • 5. Abelardo Pardo Extending Course Level Learning Analytics with Linked Data 6
  • 6. Use big data to really understandSteve Schoettler, CEO Junyo the student Abelardo Pardo Extending Course Level Learning Analytics with Linked Data 7
  • 7. Slaunger flickr.com Activity in LMS is only the tip Abelardo Pardo Extending Course Level Learning Analytics with Linked Data 8
  • 8. Reigh LeBlanc flickr.com Intense activity outside of LMS Abelardo Pardo Extending Course Level Learning Analytics with Linked Data 9
  • 9. pvanees flickr.com Are you in the LMS? Abelardo Pardo Extending Course Level Learning Analytics with Linked Data 10
  • 10. Joshua Rappeneker flickr.com Abelardo Pardo Extending Course Level Learning Analytics with Linked Data 11
  • 11. Pepe Ortuño flickr.com A clearly identified environment within your computer Abelardo Pardo Extending Course Level Learning Analytics with Linked Data 12
  • 12. qmnonic flickr.com Observe while they learn Procedural activities Collection of related events Abelardo Pardo Extending Course Level Learning Analytics with Linked Data 13
  • 13. orangebrompton flickr.com Fully configured Partial observation Only while you learn Abelardo Pardo Extending Course Level Learning Analytics with Linked Data 14
  • 14. roswellsgirl flickr.com Learning Analytics today From Linked Data to Course LA Abelardo Pardo Extending Course Level Learning Analytics with Linked Data 15
  • 15. linkeddata.org Abelardo Pardo Extending Course Level Learning Analytics with Linked Data 16
  • 16. cambodia4kidsorg flickr.com Abelardo Pardo Extending Course Level Learning Analytics with Linked Data 17
  • 17. PranceyDog flickr.com LA as vertical market specialized by objectives audiences topics Abelardo Pardo Extending Course Level Learning Analytics with Linked Data 18
  • 18. intan_a3 flickr.com Disambiguation by course topic Abelardo Pardo Extending Course Level Learning Analytics with Linked Data 19
  • 19. Sean Dreilinger flickr.com Automatic discovery of complementary learning resources Abelardo Pardo Extending Course Level Learning Analytics with Linked Data 20
  • 20. Ontoolsearch Find tools for collaborative learning Abelardo Pardo Extending Course Level Learning Analytics with Linked Data 21
  • 21. Ontoolsearch “mind mapping” Abelardo Pardo Extending Course Level Learning Analytics with Linked Data 22
  • 22. linkeddata.org Abelardo Pardo Extending Course Level Learning Analytics with Linked Data 23
  • 23. didactalia.net Abelardo Pardo Extending Course Level Learning Analytics with Linked Data 24
  • 24. justmakeit flickr Linked Data Student working! Abelardo Pardo Extending Course Level Learning Analytics with Linked Data 25
  • 25. nyello8 flickr Real-time fine tuning of learn ing experienc es Abelardo Pardo Extending Course Level Learning Analytics with Linked Data 26
  • 26. Not so much flickr.com linkeddata.org Abelardo Pardo Extending Course Level Learning Analytics with Linked Data 27
  • 27. roswellsgirl flickr.com Learning Analytics today From Linked Data to Course LA From Course LA to Linked Data Abelardo Pardo Extending Course Level Learning Analytics with Linked Data 28
  • 28. Linked Data at Open University UK Evolve the way universities expose material to students Abelardo Pardo Extending Course Level Learning Analytics with Linked Data 29
  • 29. Linked Data at University of Southampton UK Non confidential data which is of use to our members, visitors, and the public Abelardo Pardo Extending Course Level Learning Analytics with Linked Data 30
  • 30. laverrue flickr.com Abelardo Pardo Extending Course Level Learning Analytics with Linked Data 31
  • 31. pylbug flickr.com Projects Student created content Discovered resources (Compounded measurements) (Resource usage) (Student evaluations) Abelardo Pardo Extending Course Level Learning Analytics with Linked Data 32
  • 32. Tricia Wang flickr.com Courses use linked data for real time adaptation Courses offer “relevant data” Abelardo Pardo Extending Course Level Learning Analytics with Linked Data 33
  • 33. contemplative imaging flickr.com References I The signal project Purdue University http://www.itap.purdue.edu/studio/signals/ Last accessed April 2012 Blackboard Analytics Blackboard Inc. http://www.blackboard.com/Platforms/Analytics/Overview.aspx Last accessed April 2012 Desire2Learn Analytics Desire2Learn http://www.desire2learn.com/products/analytics/ Last accessed April 2012 Abelardo Pardo Extending Course Level Learning Analytics with Linked Data 35
  • 34. References II A linked data approach for the discovery of educational ICT tools in the Web of Data Ruiz-Calleja, A., Vega-Gorgojo, G., Asensio-Pérez, J. I., Bote-Lorenzo, M. L., Gómez-Sánchez, E., Alario-Hoyos, C. Computers & Education Accepted manuscript Didactalia Gnoss Gnoss http://didactalia.net Last accessed April 2012 Linked data at Open University UK Open University UK http://data.open.ac.uk Last accessed April 2012 Abelardo Pardo Extending Course Level Learning Analytics with Linked Data 36
  • 35. References III Linked data at University of Southampton UK University of Southampon UK http://data.southampton.ac.uk/ Last accessed April 2012 Abelardo Pardo Extending Course Level Learning Analytics with Linked Data 37