attention please: learning analytics

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Learning analytics: attention please! JTEL11 Crete, 31 May 2011 Erik Duval http://erikduval.wordpress.com 1

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Presented at JTEL Summer School on 31 May in Chania, Greece.

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Page 1: Attention please: learning analytics

Learning analytics:attention please!

JTEL11Crete, 31 May 2011

Erik Duvalhttp://erikduval.wordpress.com

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Thanks - merci - gracias - dank u- köszönöm - Vielen dank -

ありがとうございます

MANY thanks

for the invitation !

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My team:

technology enhancedlearning, music & research

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On attention...

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human readableattention stream

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human, explicit = nicebut: doesn’t scale

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using attention to filter & suggest, provide awareness, link with goals & support social links

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examples from elsewhere

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awareness

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filter & suggest

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social interactions

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link with goals

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Attention in learning

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awarenessfor administrators

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!

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awarenessfor learners & teachers

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recommendationfor learners & teachers

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Dataset driven research

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the big one...

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we don’t knowwhat to measure(yet?)

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time spentnumber of loginsnumber of mouse clicksnumber of accessed resourcesnumber of artefacts producednumber of finished assignmentsquality of work produced - grades...?

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dangerous?

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1.Property2.Mobility3.Economy4.Transparency

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in conclusion

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Learning from our students

Using attention to filter & suggest, provide awareness, link with goals & support social links

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Questions?

http://erikduval.wordpress.com/twitter: @ErikDuval