behavioral analytics. observe, process, and act
DESCRIPTION
Talk presented at NICTA about behavioral analytics and how can it be applied to learning.TRANSCRIPT
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Behavioral analyticsObserve, Process, and Act
NICTA19 December 2012
Abelardo [email protected] / @abelardopardo
http://www.slideshare.net/abelardo_pardo
dcstepflickr.com
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Abelardo Pardo Behavioral analytics: Observe, Process, and Act 2
AP
rincessflickr.com
Observe Process Act
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sjdunphyflickr.com
Repeat in a loop
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Ross
Haw
kesflickr.com
Balance
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Derable
flickr.com
Maximize Performance
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Yooakimflickr.com
A tad too much!
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fhemerick
flickr.com
SCADA
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Sylvia
Fredrikssonflickr.com
TechnologyMediation
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TulaneP
ublicR
elationsflickr.com
Laparoscopic surgery
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Nick_rflickr.com
>300 Km/h
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jbgeronimiflickr.com
Fly by wire
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Shaylorflickr.com
Did they learn?
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AP
rincessflickr.com
Observe
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WSJ 22/02/12
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Analyticseverywhere!
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NYTimes 16/02/12
Is she pregnant?
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Daily Mail UK 20/03/12
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TV is watchingyou
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WSJ 19/07/12
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How do youread?
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ww
w.cooking-hacks.com
Healthmonitoring is acommodity
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xJasonRogersx
flickr.com
Privacy is a currency
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401K_2012
flickr.comHow much does it cost?What do I get?
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Abraham
Cflickr.com
Unaware ofpayments
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Google Contacts as identity disambiguation tool
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dbtelfordflickr.com
Partial observation
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NY Times 24/11/12
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teaguelabsflickr.com
LearningFrom knowledge transfer totechnology-mediated activities
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Shaylorflickr.com
Did they learn?
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A clearly identifiedenvironment within
your computer
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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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Events generate a page request!
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AP
rincessflickr.com
Observe Process
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Automatic discoveryof complementarylearning resources
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Sean
Dreilingerflickr.com
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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
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Ben+S
amflickr.com
Markup-based Authoring flow modified
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Learning Glass (WS)
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jfravelflickr.com
Team dynamics
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AP
rincessflickr.com
Observe Process Act
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Sergejfflickr.comModify session activities
Detect disengaged studentsIdentify widespread misconceptions
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Brew
booksflickr.com
Instruction reflection
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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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TriciaW
angflickr.com
Technology mediation allowsexhaustive observationPrivacy to measure affordability
Detect hidden behaviorFacilitate immediatefeedback
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Behavioral analyticsObserve, Process, and Act
NICTA19 December 2012
Abelardo [email protected] / @abelardopardo
http://www.slideshare.net/abelardo_pardo
dcstepflickr.com