Date post: | 15-Jan-2017 |
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LEARNING ANALYTICS
José Luis Santos slideshare.net/jlsantoso
HCI group
img src: http://en.wikipedia.org/wiki/File:Stonehenge2007_07_30.jpg
...augmenting the human intellect...
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Music
Technology Enhanced Learning
e-health
Research 2.0
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Is learning analytics a ‘new’ field?
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Is learning analytics a ‘new’ field?
... or ...
is it only a cool name to attract funding?
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Have we had so many learning traces
before?
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We have only covered the software part so far...
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EXERCISE
3-5 min of discussion(small group)
3-5 min of general discussion
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http://quantifiedself.com/2013/02/qs-and-mindfulness/#more-5798
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https://www.youtube.com/watch?v=kjflrXDDU-w
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shall we avoid to end up being all the same?
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...and what now?Monday 16 December 13
DISCUSSION
3-5 min...
challenges/issues
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CHALLENGES
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... but we are engineers....
... be open....
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Technical challenges
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Technical challenges
Concurrency
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Technical challenges
ConcurrencyMultiple identities
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Technical challenges
ConcurrencyMultiple identitiesInformation
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Technical challenges
ConcurrencyMultiple identitiesInformation
Human Computer Interaction
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How does current research address these
challenges?
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2. Visual Analytics
1. Educational data mining
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2. Visual Analytics
** http://erikduval.wordpress.com/2013/10/24/augmentation-not-replacement/
...in the tradition of Doug Engelbart, and try to focus on ‘augmenting the human intellect’, rather than
replacing it... **
1. Educational data mining
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... but we need a story...
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2ND YEAR BACHELOR’S DEGREE STUDENTS
http://ariadne.cs.kuleuven.be/wiki/index.php/PEnO3-1213Monday 16 December 13
2ND YEAR BACHELOR’S DEGREE STUDENTS
http://ariadne.cs.kuleuven.be/wiki/index.php/PEnO3-1213Monday 16 December 13
2ND YEAR BACHELOR’S DEGREE STUDENTS
http://ariadne.cs.kuleuven.be/wiki/index.php/PEnO3-1314Monday 16 December 13
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http://philippedecroock.wordpress.com/Monday 16 December 13
Is itlearning analytics?
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http://gradient.it.uc3m.es/research/
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Dillenbourg, Pierre, and Patrick Jermann. "Technology for classroom orchestration." New science of learning. Springer New York, 2010. 525-552.
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http://link.springer.com/chapter/10.1007/978-3-642-40814-4_48#page-1
Why should only students expose their info?
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http://link.springer.com/chapter/10.1007/978-3-642-33263-0_30#page-1
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http://www.sciencedirect.com/science/article/pii/S0957417413001930
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http://dl.acm.org/citation.cfm?id=2466128
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http://abs.sagepub.com/content/early/2013/02/27/0002764213479363.abstract
awareness
(self-)reflection
sensemaking
impact
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http://abs.sagepub.com/content/early/2013/02/27/0002764213479363.abstract
awareness
(self-)reflection
sensemaking
impact
data
questions
answers
behavior changenew meaning
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Design based research
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Usability
Perceived usefulness
Usage analyticsMonday 16 December 13
bottomup
topdown
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bottomup
topdown
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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.
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metrics
reliability
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* http://hci.stanford.edu/courses/cs448b/papers/shneiderman96eyes.pdfMonday 16 December 13
* http://hci.stanford.edu/courses/cs448b/papers/shneiderman96eyes.pdf
1 2 3*
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http://dl.acm.org/citation.cfm?id=2330639Monday 16 December 13
http://dl.acm.org/citation.cfm?id=2330639Monday 16 December 13
http://dl.acm.org/citation.cfm?id=2330639Monday 16 December 13
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table
usage
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STEPUP!
http://ceur-ws.org/Vol-931/paper6.pdfMonday 16 December 13
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http://ceur-ws.org/Vol-931/paper6.pdfMonday 16 December 13
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http://ceur-ws.org/Vol-931/paper6.pdfMonday 16 December 13
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http://ceur-ws.org/Vol-931/paper6.pdfMonday 16 December 13
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http://ceur-ws.org/Vol-931/paper6.pdfMonday 16 December 13
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http://ceur-ws.org/Vol-931/paper6.pdfMonday 16 December 13
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Learners’
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We simplified the process...
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“"Everything should be made as simple as possible, but not simpler."
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• List of 34 issues
http://dl.acm.org/citation.cfm?id=2330639Monday 16 December 13
• List of 34 issues
We asked the students what were their learning issues...
http://dl.acm.org/citation.cfm?id=2330639Monday 16 December 13
RESULTS
• List of 7 issues
http://dl.acm.org/citation.cfm?id=2330639Monday 16 December 13
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http://link.springer.com/chapter/10.1007%2F978-3-642-40814-4_25Monday 16 December 13
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http://jlsantoso.blogspot.be/2013/05/reveal-it-applied-in-educational-context.html
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8 May 2013 | @svencharleer | svencharleer.comhttp://ceur-ws.org/Vol-1103/paper5.pdf
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Social discourse...
two people understand badges better that one by her/himself.
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http://svencharleer.com/blog/2013/11/07/privacy-concerns-with-learning-dashboards/
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“We only know one thing:we do not know anything”
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Keep your learning analytics tool simple...
Engage your users...
Be open...
Be cool...
Be social...
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@jlsantoso @svencharleer @erikduvalMonday 16 December 13