attention please: learning analytics
DESCRIPTION
Presented at JTEL Summer School on 31 May in Chania, Greece.TRANSCRIPT
![Page 1: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/1.jpg)
Learning analytics:attention please!
JTEL11Crete, 31 May 2011
Erik Duvalhttp://erikduval.wordpress.com
1
![Page 2: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/2.jpg)
2
Thanks - merci - gracias - dank u- köszönöm - Vielen dank -
ありがとうございます
MANY thanks
for the invitation !
![Page 3: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/3.jpg)
3
http://www.slideshare.net/erik.duval
![Page 4: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/4.jpg)
My team:
technology enhancedlearning, music & research
![Page 5: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/5.jpg)
On attention...
5
![Page 6: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/6.jpg)
6
![Page 7: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/7.jpg)
human readableattention stream
![Page 8: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/8.jpg)
![Page 9: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/9.jpg)
human, explicit = nicebut: doesn’t scale
9
![Page 10: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/10.jpg)
![Page 11: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/11.jpg)
using attention to filter & suggest, provide awareness, link with goals & support social links
11
![Page 12: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/12.jpg)
examples from elsewhere
12
![Page 13: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/13.jpg)
awareness
![Page 14: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/14.jpg)
filter & suggest
![Page 15: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/15.jpg)
social interactions
![Page 16: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/16.jpg)
link with goals
16
![Page 17: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/17.jpg)
![Page 18: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/18.jpg)
![Page 19: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/19.jpg)
![Page 20: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/20.jpg)
![Page 21: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/21.jpg)
![Page 22: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/22.jpg)
![Page 23: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/23.jpg)
![Page 24: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/24.jpg)
Attention in learning
24
![Page 25: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/25.jpg)
![Page 26: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/26.jpg)
awarenessfor administrators
26
![Page 27: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/27.jpg)
![Page 28: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/28.jpg)
28
![Page 29: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/29.jpg)
29
!
![Page 30: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/30.jpg)
awarenessfor learners & teachers
30
![Page 31: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/31.jpg)
![Page 32: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/32.jpg)
![Page 33: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/33.jpg)
recommendationfor learners & teachers
33
![Page 34: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/34.jpg)
![Page 35: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/35.jpg)
![Page 36: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/36.jpg)
![Page 37: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/37.jpg)
![Page 38: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/38.jpg)
Dataset driven research
38
![Page 39: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/39.jpg)
![Page 40: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/40.jpg)
http://www.teleurope.eu/pg/groups/9405/datatel/
![Page 41: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/41.jpg)
the big one...
41
![Page 42: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/42.jpg)
we don’t knowwhat to measure(yet?)
42
![Page 43: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/43.jpg)
time spentnumber of loginsnumber of mouse clicksnumber of accessed resourcesnumber of artefacts producednumber of finished assignmentsquality of work produced - grades...?
43
![Page 44: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/44.jpg)
dangerous?
44
![Page 45: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/45.jpg)
![Page 46: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/46.jpg)
16
1.Property2.Mobility3.Economy4.Transparency
![Page 47: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/47.jpg)
in conclusion
47
![Page 48: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/48.jpg)
Learning from our students
Using attention to filter & suggest, provide awareness, link with goals & support social links
48
![Page 49: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/49.jpg)
![Page 50: Attention please: learning analytics](https://reader036.vdocuments.net/reader036/viewer/2022081414/548fa873b47959f2248b50bf/html5/thumbnails/50.jpg)
50
Questions?
http://erikduval.wordpress.com/twitter: @ErikDuval