Learning analytics and personalisation: Observe, think act

Post on 06-May-2015

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description

A review of different ideas that fit into the generic framework of observing an environment, thinking about it and acting based on these observations.

Transcript of Learning analytics and personalisation: Observe, think act

Learning analytics and personalisationObserve, Think, Act

LATTE RetreatSydney, November 23 2012

Abelardo Pardo (@abelardopardo)www.slideshare.net/abelardo_pardo

JulienC

arnotflickr.com

Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 2

Ribarnica

flickr.com

Observe

Think

Act

Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 3

sjdunphyflickr.com

Repeat in a feedback loop

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TulaneP

ublicR

elationsflickr.com

Laparoscopic surgery

Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 5

Nick_rflickr.com

>300 Km/h

Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 6

jbgeronimiflickr.com

Fly by wire

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Shaylorflickr.com

Did they learn?

Journey to 10 years from now

Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 8

libraryman

flickr.com

Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 9

Ribarnica

flickr.com

Observe

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http://blog.stephenwolfram

.com/2012/03/the-personal-analytics-of-m

y-life/

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heydrienneflickr.com

Which variables to sample?

Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 12

xJasonRogersx

flickr.com

You liked it, you payed for it!

Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 13

Slaungerflickr.comActivity in LMS is only the tip

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pvaneesflickr.comAre you in the

LMS?

A clearly identifiedenvironment within

your computer

Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 15

PepeO

rtuñoflickr.com

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qmnonic

flickr.com

Observe while they learn

Procedural activities

Collection of related events

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orangebrompton

flickr.comFully configured

Partial observation

Only while you learn

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Ribarnica

flickr.com

Observe

Think

Automatic discoveryof complementarylearning resources

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Sean

Dreilingerflickr.com

Measure engagement inout-of-class activities

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IAN

RA

NS

LEY

DE

SIG

N+

ILLUS

TRATIO

Nflickr.com

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Just in time teaching

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Browser add-in

Quick intuitivefeedback

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Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 25

Learning Glass (WS)

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jfravelflickr.com

Team dynamics.Emotions?

Moodchanges

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Ribarnica

flickr.com

Observe

Think

Act

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VanessaOflickr.com

Closer to the user

Link Prediction AlgorithmsSean MacEntee flickr.com

Graph: nodes = entities, edges = relationships

Similar nodes, similar connections

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Document Recommendation

Recommend D2 to U3 and U4

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Action Recommendation

Recommend Thread to U3

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Learning analytics and personalisationObserve, Think, Act

LATTE RetreatSydney, November 23 2012

Abelardo Pardo (@abelardopardo)www.slideshare.net/abelardo_pardo

Abelardo Pardo Learning analytics and personalisation Observe, Think, Act 34

JulienC

arnotflickr.com