Behavioral Analytics to Foster Long Term Changes
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Transcript of Behavioral Analytics to Foster Long Term Changes
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Saschapohflepp
Flickr
Behavioral Analytics to FosterLong Term Changes
CISRASydney, 21 June 2013
Abelardo Pardo(@abelardopardo)The University of Sydney
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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
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Abelardo Pardo Behavioral Analytics to Foster Long Term Changes 3
AP
rincessflickr.com
Observe Process Act
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TulaneP
ublicR
elationsflickr.com
Why observation now?
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ww
w.cooking-hacks.com
Sensors are becoming a commodity
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mrbillflickrflickr.com
Emerging a community of hobbyists
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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
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Humans are highly subjective
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Derable
flickr.com
Maximize Performance
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Yooakimflickr.com
Zero errors!
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qmnonic
flickr.comObserve subjects whileperforming a task
Collect events
Process and relay back to subjects
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Quinn
Anya
flickr.com
Detect and analyse gestures
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ninahaleflickr.com
Comply with procedures
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Anthony
JBentley
flickr.com
High yield environments
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fhemerick
flickr.com
SCADA
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Facial Expressions
Detect facial features
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(Monkaresi et al., 2012)
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Engagement
Engagement while writing a document
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(Monkaresi et al., 2013 Under review)
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dklimke
Flickr.com
Erraticengagement
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Wireless sensing
Heart rate through video capture
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(Monkaresi et al., 2013 Under review)
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Sergejfflickr.comIdentify missteps
Motivate for improvementModify activities
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http://hdguru.com/is-your-new
-hdtv-watching-you/7643
(lastaccessedM
arch2013)
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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))
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Saschapohflepp
Flickr
Behavioral Analytics to FosterLong Term Changes
CISRASydney, 21 June 2013
Abelardo Pardo(@abelardopardo)The University of Sydney
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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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