Using Learning Analytics to Personalize a Learning Experience
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Ribarnica Flickr Using Learning Analytics to Personalize a Learning Experience UNSW Learning and Teaching Forum October 2014 Dr Abelardo Pardo (@abelardopardo ) The University of Sydney slideshare.net/abelardo_pardo
Using Learning Analytics to Personalize a Learning Experience
Personalized learning is touted as one of the needs for education to evolve. Data and learning analytics can gather detailed information about users in a learning environment. How can these two ingredients be combined? In this presentation I explore how to connect data obtained within a learning environment with the personalization layer.
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1. Ribarnica Flickr Using Learning Analytics to Personalize a
Learning Experience Dr Abelardo Pardo (@abelardopardo) The
University of Sydney slideshare.net/abelardo_pardo UNSW Learning
and Teaching Forum October 2014
2. Abelardo Pardo Using Learning Analytics to Personalize a
Learning Experience 2 Sam Howzit flickr.com What to personalize?
Learning Analytics Personalization Framework
3. Abelardo Pardo Using Learning Analytics to Personalize a
Learning Experience 3 Sam Howzit flickr.com What to
personalize
4. Abelardo Pardo Using Learning Analytics to Personalize a
Learning Experience 4 neilspencerbruce flickr.com What aspects to
personalize?
5. Abelardo Pardo Using Learning Analytics to Personalize a
Learning Experience 5 net_efekt flickr.com Exercise/Activity level
of complexity Type of resource available Tutoring techniques Study
techniques Classmates to interact with
6. Interactions while Learning Deep and meaningful formal
learning occurs if one of the interactions is at a high level T.
Anderson, Getting the Mix Right Again: An updated and theoretical
rationale for interaction Equivalency of Interaction. The
International Review of Research in Open and Distance Learning, 4
(2), 2003. Abelardo Pardo Using Learning Analytics to Personalize a
Learning Experience 6
7. Abelardo Pardo Using Learning Analytics to Personalize a
Learning Experience 7 Sam Howzit flickr.com What to personalize?
Learning Analytics
8. Learning Analytics Measurement, collection, analysis and
reporting of data about learners and their contexts, for purposes
of understanding and optimizing learning and the environments in
which it occurs. (SoLAR, Society for Learning Analytics Research)
Abelardo Pardo Using Learning Analytics to Personalize a Learning
Experience 8
9. Predict Collect Report Abelardo Pardo Using Learning
Analytics to Personalize a Learning Experience 9 Werner Kunz
Flickr.com (Campbell, De Blois, Oblinger 2007, Academic Analytics,
EDUCAUSE) Act Refine The five steps of analytics
10. Abelardo Pardo Using Learning Analytics to Personalize a
Learning Experience 10 albertogp123 flickr.com Basic data already
collected
11. Data already collected and available JISC InfoNet flickr
Abelardo Pardo Using Learning Analytics to Personalize a Learning
Experience 11
12. Abelardo Pardo Using Learning Analytics to Personalize a
Learning Experience 12 Adventures in Librarianship flickr.com
Learning occurs in multiple spaces. Digital mediation provides rich
data
13. Abelardo Pardo Using Learning Analytics to Personalize a
Learning Experience 13 Space & Light Flickr Apply analytics to
learning From data to actions
14. Abelardo Pardo Using Learning Analytics to Personalize a
Learning Experience 14 Sam Howzit flickr.com What to personalize?
Learning Analytics Personalization Framework
15. Intervention? Abelardo Pardo Using Learning Analytics to
Personalize a Learning Experience 15
16. Abelardo Pardo Using Learning Analytics to Personalize a
Learning Experience 16 Calsidyrose flickr.com Content Users Content
labeled Events to content Content to objectives Performance?
Combined performance Goals Level of achievement Strategic decisions
Reflection Relationships
17. Abelardo Pardo Using Learning Analytics to Personalize a
Learning Experience 17 Brian Talbot flickr.com How to connect
events, user data with actions? Example: Rule based models
18. Abelardo Pardo Using Learning Analytics to Personalize a
Learning Experience 18 Daniel Olnes flickr.com IF CONDITION THEN
ACTION
19. Abelardo Pardo Using Learning Analytics to Personalize a
Learning Experience 19 Daniel Olnes flickr.com IF video not watched
and Thursday THEN reminder
20. Abelardo Pardo Using Learning Analytics to Personalize a
Learning Experience 20 Calsidyrose flickr.com Predicates Actions
Submitted? Watched? Reviewed? Posted? ... Remind Show new resources
Contact peer/tutor Reflect ...
21. Abelardo Pardo Using Learning Analytics to Personalize a
Learning Experience 21 Berge Gazen flickr.com Content Label/Record
Student State of Mind MODEL Personalized Experience
22. Ribarnica Flickr Using Learning Analytics to Personalize a
Learning Experience Dr Abelardo Pardo (@abelardopardo) The
University of Sydney slideshare.net/abelardo_pardo UNSW Learning
and Teaching Forum October 2014
