Behavioral Analytics to Foster Long Term Changes

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The use of wearable technology allows to quickly collect behavioral patterns from users, analyze them and intervene in the environment. In this talk we explore the potential of this technology with …

The use of wearable technology allows to quickly collect behavioral patterns from users, analyze them and intervene in the environment. In this talk we explore the potential of this technology with the comoditization of sensors.

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  • 1. SaschapohfleppFlickrBehavioral Analytics to FosterLong Term ChangesCISRASydney, 21 June 2013Abelardo Pardo(@abelardopardo)The University of Sydney
  • 2. Abelardo Pardo Behavioral Analytics to Foster Long Term ChangesStateRecordsNSWFlickrLecturer at School of EIETwo coursesGrad/UndergradActive learningUse of technologyTech to empower individualsand communitiesBehavioral analyticsUser validation
  • 3. Abelardo Pardo Behavioral Analytics to Foster Long Term ChangesAPrincessflickr.comObserve Process Act
  • 4. Abelardo Pardo Behavioral Analytics to Foster Long Term ChangesTulanePublicRelationsflickr.comWhy observation now?
  • 5. Abelardo Pardo Behavioral Analytics to Foster Long Term Changeswww.cooking-hacks.comSensors are becoming a commodity
  • 6. Abelardo Pardo Behavioral Analytics to Foster Long Term Changesmrbillflickrflickr.comEmerging a community of hobbyists
  • 7. Mind Sights: Original Visual Illusions, Ambiguities, and Other Anomalies, With a Commentary on the Play of Mind in Perception and Art, Roger N. Shepard, 1990Abelardo Pardo Behavioral Analytics to Foster Long Term ChangesHumans are highly subjective
  • 8. Abelardo Pardo Behavioral Analytics to Foster Long Term ChangesDerableflickr.comMaximize Performance
  • 9. Abelardo Pardo Behavioral Analytics to Foster Long Term ChangesYooakimflickr.comZero errors!
  • 10. Abelardo Pardo Behavioral Analytics to Foster Long Term Changesqmnonicflickr.comObserve subjects whileperforming a taskCollect eventsProcess and relay back to subjects
  • 11. Abelardo Pardo Behavioral Analytics to Foster Long Term ChangesQuinnAnyaflickr.comDetect and analyse gestures
  • 12. Abelardo Pardo Behavioral Analytics to Foster Long Term Changesninahaleflickr.comComply with procedures
  • 13. Abelardo Pardo Behavioral Analytics to Foster Long Term ChangesAnthonyJBentleyflickr.comHigh yield environments
  • 14. Abelardo Pardo Behavioral Analytics to Foster Long Term Changesfhemerickflickr.comSCADA
  • 15. Facial ExpressionsDetect facial featuresAbelardo Pardo Behavioral Analytics to Foster Long Term Changes(Monkaresi et al., 2012)
  • 16. EngagementEngagement while writing a documentAbelardo Pardo Behavioral Analytics to Foster Long Term Changes(Monkaresi et al., 2013 Under review)
  • 17. Abelardo Pardo Behavioral Analytics to Foster Long Term ChangesdklimkeFlickr.comErraticengagement
  • 18. Wireless sensingHeart rate through video captureAbelardo Pardo Behavioral Analytics to Foster Long Term Changes(Monkaresi et al., 2013 Under review)
  • 19. Abelardo Pardo Behavioral Analytics to Foster Long Term ChangesSergejfflickr.comIdentify misstepsMotivate for improvementModify activities
  • 20. Abelardo Pardo Behavioral Analytics to Foster Long Term Changeshttp://hdguru.com/is-your-new-hdtv-watching-you/7643(lastaccessedMarch2013)
  • 21. Context Integrity: Framework to provideguidance to solve privacy related conflicts.Abelardo Pardo Behavioral Analytics to Foster Long Term ChangesContextTravelflickr.comAppropriateness & Distribution(Nissenbaum, H., 2004, Privacy as Contextual Integrity, Washington Law Review, 79(1))
  • 22. SaschapohfleppFlickrBehavioral Analytics to FosterLong Term ChangesCISRASydney, 21 June 2013Abelardo Pardo(@abelardopardo)The University of Sydney
  • 23. ReferencesMonkaresi, 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.170-181Monkaresi, H., Calvo, R., Robinson, P., Martin, A. 2013Facial expressions as a measure of engagement with online writing activities.Manuscript under review.Abelardo Pardo Behavioral Analytics to Foster Long Term Changes