Extending Course Level Learning Analytics with Linked Data
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The document discusses a workshop on extending course-level learning analytics with linked data, presented by Abelardo Pardo in Vancouver on April 29, 2012. It emphasizes the significance of big data in understanding student activity both within and outside of Learning Management Systems (LMS) and proposes strategies for real-time adaptation of courses using linked data. Key references and examples from various educational institutions and tools are also provided to illustrate the applications of learning analytics.
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