Saschapohflepp

Flickr

Behavioral Analytics to FosterLong Term Changes

CISRASydney, 21 June 2013

Abelardo Pardo(@abelardopardo)The University of Sydney

Abelardo Pardo Behavioral Analytics to Foster Long Term Changes 2

State

Records

NS

WFlickr

Lecturer at School of EIE

Two coursesGrad/Undergrad

Active learning

Use of technology

Tech to empower individualsand communities

Behavioral analytics

User validation

Abelardo Pardo Behavioral Analytics to Foster Long Term Changes 3

AP

rincessflickr.com

Observe Process Act

Abelardo Pardo Behavioral Analytics to Foster Long Term Changes 4

TulaneP

ublicR

elationsflickr.com

Why observation now?

Abelardo Pardo Behavioral Analytics to Foster Long Term Changes 5

ww

w.cooking-hacks.com

Sensors are becoming a commodity

Abelardo Pardo Behavioral Analytics to Foster Long Term Changes 6

mrbillflickrflickr.com

Emerging a community of hobbyists

Mind Sights: Original Visual Illusions, Ambiguities, and Other Anomalies, With a Commentary on the Play of Mind in Perception and Art, Roger N. Shepard, 1990

Abelardo Pardo Behavioral Analytics to Foster Long Term Changes 7

Humans are highly subjective

Abelardo Pardo Behavioral Analytics to Foster Long Term Changes 8

Derable

flickr.com

Maximize Performance

Abelardo Pardo Behavioral Analytics to Foster Long Term Changes 9

Yooakimflickr.com

Zero errors!

Abelardo Pardo Behavioral Analytics to Foster Long Term Changes 10

qmnonic

flickr.comObserve subjects whileperforming a task

Collect events

Process and relay back to subjects

Abelardo Pardo Behavioral Analytics to Foster Long Term Changes 11

Quinn

Anya

flickr.com

Detect and analyse gestures

Abelardo Pardo Behavioral Analytics to Foster Long Term Changes 12

ninahaleflickr.com

Comply with procedures

Abelardo Pardo Behavioral Analytics to Foster Long Term Changes 13

Anthony

JBentley

flickr.com

High yield environments

Abelardo Pardo Behavioral Analytics to Foster Long Term Changes 14

fhemerick

flickr.com

SCADA

Facial Expressions

Detect facial features

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(Monkaresi et al., 2012)

Engagement

Engagement while writing a document

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(Monkaresi et al., 2013 Under review)

Abelardo Pardo Behavioral Analytics to Foster Long Term Changes 17

dklimke

Flickr.com

Erraticengagement

Wireless sensing

Heart rate through video capture

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(Monkaresi et al., 2013 Under review)

Abelardo Pardo Behavioral Analytics to Foster Long Term Changes 19

Sergejfflickr.comIdentify missteps

Motivate for improvementModify activities

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http://hdguru.com/is-your-new

-hdtv-watching-you/7643

(lastaccessedM

arch2013)

Context Integrity: Framework to provideguidance to solve privacy related conflicts.

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ContextTravelflickr.com

Appropriateness & Distribution

(Nissenbaum, H., 2004, Privacy as Contextual Integrity, Washington Law Review, 79(1))

Saschapohflepp

Flickr

Behavioral Analytics to FosterLong Term Changes

CISRASydney, 21 June 2013

Abelardo Pardo(@abelardopardo)The University of Sydney

References

Monkaresi, H., Hussain, M. S., Calvo, R., 2012A dynamic approach for detecting naturalistic affective states from facial videos during HCIAustralasian Joint Conference on Artificial Intelligence, Sydney, Australia. LNAI, Springer 2012, pp.170-181

Monkaresi, H., Calvo, R., Robinson, P., Martin, A. 2013Facial expressions as a measure of engagement with online writing activities.Manuscript under review.

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