AffectAura: An intelligent system for emotional memory

Conference on Human Factors in Computing Systems - Proceedings

Volumn , Issue , 2012, Pages 849-858

  McDuff, Daniel ^a,b   Karlson, Amy ^a   Kapoor, Ashish ^a   Roseway, Asta ^a   Czerwinski, Mary ^a  

^a MICROSOFT RESEARCH   (United States)

^b MIT MEDIA LAB   (United States)

Author keywords

Affect; Machine learning; Visualization

Indexed keywords

AFFECT; CLASSIFICATION SCHEME; DATA INTERACTIONS; EMOTIONAL STATE; ENGAGE-MENT; MULTIMODAL SENSOR; USER STUDY;

FLOW VISUALIZATION; HUMAN ENGINEERING; INTELLIGENT SYSTEMS; LEARNING SYSTEMS; VISUALIZATION;

INTERFACE STATES;

EID: 84862107167     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2207676.2208525     Document Type: Conference Paper

References (32)

1. Aigner, W., Miksch, S., Schumann, H. and Tominski,C. Visualization of Time-Oriented Data. Springer, 2011.
2. Boehner, K., DePaula, R., Dourish, P. and Sengers, P. Affect: from information to interaction. In Proc. CC '05, ACM (2005), 59-68.
3. Boucsein, W. Electrodermal Activity. Springer-Verlag, New York, 1992.
4. Bradley, M.M. and Lang, P.J. Measuring emotion: the self-assessment manikin and the semantic differential. J Behav Ther Exp Psy, 25, 1 (1994), 49-59.
5. Brush, AJ, Meyers, B.R., Tan, D.S. and Czerwinski, M. Understanding memory triggers for task tracking. In Proc. CHI '07, ACM (2007), 947-950.
6. Cahill, L. and McGaugh, J.L. A novel demonstration of enhanced memory associated with emotional arousal. Conscious Cogn, 4 (1995), 410-421.
7. Cootes, T.F., Edwards, G.J. and Taylor, C.J. Active ap-pearance models. IEEE Pattern Anal (2001), 681-685.
8. Cootes, T.F., Taylor, C.J., Cooper, D.H., Graham, J. et al. Active shape models-their training and application. Comput Viz Image Und (1995), 38-59.
9. Daily, S. B. and Picard, R. W. Girls Involved in Real Life Sharing: Utilizing Technology to Support the Emo-tional Development of Teenaged Girls, J School Coun-seling, 5,1(2007), 20.
10. De la Torre, F. and Agell, C. Multimodal Diaries. In Proc. ICME '07 (2007), IEEE, 839-842.
11. Dietz, R. and Lang, A. Affective agents: Effects of agent affect on arousal, attention, liking and learning. In Proc. COGNITIVE '11, (1999).
12. Donath, J., Dragulescu, A., Zinman, A., and Viegas, F. Data portraits. In Art Gallery ACM SIGGRAPH (2010).
13. Ebbinghaus, H. (1885). Memory: A Contribution to Ex-perimental Psychology. Tran.Ruger & Bussenius(1913).
14. El Kaliouby, R., Teeters, A. and Picard, R.W. Invited Talk: An Exploratory Social-Emotional Prosthetic for Autism Spectrum Disorders. In BSN '06, (2006), IEEE.
15. Fernandez, R. A computational model for the automatic recognition of affect in speech. Massachusetts Institute of Technology, 2004.
16. Goldberger, J. and Roweis, S. and Hinton, G. and Sa-lakhutdinov, R. Neighbourhood Components Analysis. In Proc. NIPS '04, MIT (2004).
17. Healy, J. and Picard, R. W. StartleCam: A cybernetic Wearable Camera, In Proc. 2nd International Sympo-sium on Wearable Computers, 1998.
18. Higgins, E.T. Beyond pleasure and pain. Am Psychol (1997), 1280.
19. Fogarty, J., Ko, A.J., Aung, H.H., Golden, E., Tang, K.P. and Hudson, S.E. Examining task engagement in sensor-based statistical models of human interruptibility. Proc. CHI '05, ACM (2005), 331-340.
20. Jax, P. and Vary, P. On artificial bandwidth extension of telephone speech. Signal Processing (2003), 1707-1719.
21. Kapoor, A. and Picard, R.W. Multimodal affect recogni-tion in learning environments. In Proc. MULTIMEDIA '05 ( 2005), ACM, 677-682.
22. Larsen, R.J. and Diener, E. Promises and problems with the circumplex model of emotion. Pers Soc Psychol Rev (1992), 25-59.
23. Liu, K.K.L. A personal, mobile system for understand-ing stress and interruptions. MIT, 2004.
24. Loewenstein, G. and Lerner, J.S. The role of affect in decision making. In Handbook of affective science. Oxford University Press, Oxford, 2003.
25. Nicolaou, M.A., Gunes, H. and Pantic, M. Continuous Prediction of Spontaneous Affect from Multiple Cues and Modalities in Valence-Arousal Space. IEEE T Affect Comput (2011).
26. Poh, M.Z., Swenson, N.C. and Picard, R.W. A wear-able sensor for unobtrusive, long-term assessment of electrodermal activity. IEEE T Bio-med Eng (2010).
27. Shotton, J., Fitzgibbon, A., et al. Real-time human pose recognition in parts from single depth images. In Proc. CVPR '11, IEEE (2011), 1297-1304.
28. Singer, E. The Measured Life. Technology Review (July/August 2011).
29. Ståhl, A., Höök, K., Svensson, M., Taylora, A. and Combetto, M. Experiencing the affective diary. Pers Ubiquit Comput (2009), 365-378.
30. Suls, J., Green, P. and Hillis, S. Emotional reactivity to everyday problems, affective inertia, and neuroticism. Pers Soc Psychol B (1998), 127.
31. Viégas, F., Golder, S. and Donath J. Visualizing email content: portraying relationships from conversational histories. In Proc. CHI '06, ACM (2006), 979-988.
32. Walker, W.R. and Skowronski, J.J. and Thompson, C.P. Life is pleasant-and memory helps to keep it that way! Rev Gen Psychol (2003), 203.