How affective computing could complement and advance the quantified self

Proceedings - 2014 IEEE International Conference on Bioinformatics and Biomedicine, IEEE BIBM 2014

Volumn , Issue , 2014, Pages 24-31

  Keary, Alphonsus ^a   Walsh, Paul ^a  

^a Ireland   (Ireland)

Author keywords

Affective; Emotion; Perceptual; Quantified Self

Indexed keywords

EID: 84922828239     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BIBM.2014.6999285     Document Type: Conference Paper

References (44)

1. R. Picard, "Affective Computing: From Laughter to IEEE," IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, vol. 1, no. 1, pp. 11-17, January-June 2010.
2. M. Clynes, "Dr. Manfred Clynes," 2008. [Online]. Available: http://www.microsoundmusic.com/clynes.html. Accessed 05 June 2013].
3. E. van den Broek, "Ubiquitous Emotion-Aware Computing," in Pers Ubiquit Comput, 2013.
4. R. Picard, Affective Computing, MIT Press Cambridge, MA, USA 1997, 1997.
5. N. S. Consedine and J. T. Moskowitz, "The role of discrete emotions in health outcomes: A critical review," Applied and Preventive Psychology, vol. 12, pp. 59-75, 2007.
6. Intel, "Intel Real Sense SDK," 2014. [Online]. Available: http://www.intel.com/content/www/us/en/architectureand-technology/realsense-overview.html. [Accessed 14 April 2014].
7. E. Hudlicka, "Affective Computing for Games Design," in 4th Intl. North American Conference on Intelligent Games and Simulation, Montreal, 2008.
8. D. Giakoumis, D. Tzovaras, K. Moustakas and G. Hassapis, "Automatic Recognition of Boredom in Video Games Using Novel Biosignal Moment-Based Features," IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, vol. 2, no. 3, pp. 119-133, July-September 2011.
9. J. Häkkilä, O. Koskenranta, M. Posti, L. Ventä-Olkkonen and A. Colley, "Clearing the Virtual Window-Connecting Two Locations," in PerDis '13, International Symposium on Pervasive Displays, California, 2013.
10. A. Murphy and S. Redfern, "Utilizing Bimodal Emotion Recognition for Adaptive Artificial Intelligence," International Journal of Engineering Science and Innovative Technology (IJESIT), vol. 2, no. 4, pp. 167-173, July 2013.
11. P. Ekman, The Face of Man: Expressions of Universal Emotions in a New Guinea Village, Garland STPM Press., 1980.
12. B. Schuller, B. Vlasenko, F. Eyben and G. Rigoll, "Acoustic emotion recognition: A benchmark comparison of performances," in Automatic Speech Recognition & Understanding, 2009, pp. 552-557.
13. F. Eyben, M. Wöllmer and B. Schuller, "openSMILE-The Munich Versatile and Fast Open-Source Audio Feature Extractor," in Proc. ACM Multimedia (MM), Firenze, Italy., 2010.
14. C. Strapparava and A. Valitutti, "WordNet-Affect: an Affective Extension of WordNet," in Proc. Intl. Conf. Language Resources and Evaluation, 2004.
15. G. Chanel, K. Kalogianni and T. Pun, "GamEMO: how physiological signals show your emotions and enhance your game experience," in ICMI '12 Proceedings of the 14th ACM international conference on Multimodal interaction, Santa Monica, California, 2012.
16. J. Sabourin and J. Lester, "Affect and Engagement in Game-Based Learning Environments," IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, vol. Accepted for publication, pp. 1-14, 2013.
17. Intel Real Sense, "Real Sense Architecture," 2014. [Online]. Available: https://software.intel.com/sites/landingpage/perceptual-c omputing/documentation/html/. [Accessed 30 April 2014].
18. PR Newswire, "Emotient Announces Series B Financing of 6M," 2014. [Online]. Available: http://www.prnewswire.com/news-releases/emotientannounces-series-b-financing-of-6m-248743221.html. [Accessed 17 April 2014].
19. Microsoft, "Kinect for Windows," 2014. [Online]. Available: http://www.microsoft.com/enus/ kinectforwindows/discover/features.aspx. [Accessed 17 April 2014].
20. PSFK.COM, "Kinect system reads emotions to help autistic children socialize," 2014. [Online]. Available: http://www.psfk.com/2014/03/kinect-autism-emotiondetection. html#!D1LyT. [Accessed 17 April 2014].
21. Google, "Google Glass What is does," 2014. [Online]. Available: http://www.google.com/glass/start/what-itdoes/. [Accessed 17 April 2014].
22. Emotient, "Emotient API," 2014. [Online]. Available: http://www.emotient.com/products#FACETSDK. [Accessed 12 September 2014].
23. iMotions Inc, "iMotions About Us," 2014. [Online]. Available: http://imotionsglobal.com/about/. [Accessed 17 April 2014].
24. Shimmer, "Shimmer Sensing," 2014. [Online]. Available: http://www.shimmersensing.com/. [Accessed 17 April 2014].
25. G. S. Taylor and C. Schmidt, "Empirical Evaluation of the Emotiv EPOC BCI Headset for the Detection of Mental Actions," in Proceedings of the Human Factors and Ergonomics Society 56th Annual Meeting, 2012.
26. M. Perakakis and A. Potamianos, "An Affective Evaluation Tool Using Brain Signals," in IUI'13 Companion, Santa Monica, USA, 2013.
27. O. Sourina and Y. Liu, "A Fractal-based Algorithm of Emotion Recognition from EEG using Arousal-Valence Model," in BIOSIGNALS, Rome, 2011.
28. J. R. Stroop, "Studies of Interference in Serial Verbal Reactions," Journal of Experimental Psychology, vol. 28, pp. 643-662, 1935.
29. A. Hinz, S. Klavžar, U. Milutinovi? and C. Petr, The Tower of Hanoi-Myths and Maths, Springer, 2013.
30. K. Crowley, A. Sliney, I. Pitt and D. Murphy, "Evaluating a Brain-Computer Interface to Categorise Human Emotional Response," in 10th IEEE International Conference on Advanced Learning Technologies, Sousse, Tunisia, 2010.
31. NeuroSky, "NeuroSky MindWave Algorithms," 2014. [Online]. Available: http://neurosky.com/productsmarkets/ eeg-biosensors/algorithms/. [Accessed 18 April 2014].
32. Emotiv, "About Emotiv," 2014. [Online]. Available: http://www.emotiv.com/about/index.php. [Accessed 18 April 2014].
33. R. A. Calvo and D. Peters, "The Irony and Reinterpretation of Our Quantified Self," in OzCHI'13, November 25-29 2013, Adelaide, Australia, 2013.
34. K. Gaunt, J. Nacsa and M. Penz, "Baby Lucent: Pitfalls of Applying Quantified Self to Baby Products," in CHI 2014, April 26-May 1, 2014, Toronto, Ontario, Canada, 2014.
35. J. Meyer, S. Simske, K. Siek, C. Gurrin and H. J. Hermens, "Beyond Quantified Self: Data For Wellbeing," in CHI 2014, Apr 26-May 01 2014, Toronto, ON, Canada, 2014.
36. C. Elsden and D. Kirk, "A Quantified Past: Remembering with Personal Informatics," in DIS 2014, June 21-25, Vancouver, BC, Canada, 2014.
37. D. Lakens, "Using a Smartphone to Measure Heart Rate Changes during Relived Happiness and Anger," IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, vol. 4, no. 2, pp. 238-241, April-June 2013.
38. M. Karg, K. Kühnlenz and M. Buss, "Recognition of Affect Based on Gait Patterns," IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS-PART B: CYBERNETICS, vol. 40, no. 4, pp. 1050-1061, August 2010.
39. G. E. Sakr, I. H. Elhajj and H. Abou-Saad Huijer, "Support Vector Machines to Define and Detect Agitation Transition," IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, vol. 1, no. 2, pp. 98-108, July-December 2010.
40. W. Wen, G. Liu, N. Cheng, J. Wei, P. Shangguan and W. Huang, "Emotion Recognition Based on Multi-Variant Correlation of Physiological Signals," IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, vol. 5, no. 2, pp. 126-140, April-June 2014.
41. S. Koelstra, C. Muhl, M. Soleymani, J. S. Lee, A. Yazdani, T. Ebrahimi, T. Pun, A. Nijholt and I. Y. Patras, "DEAP: A Database for Emotion Analysis Using Physiological Signals," IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, vol. 3, no. 1, pp. 18-31, January-March 2012.
42. M. Kusserow, O. Amft and G. Troster, "Modeling Arousal Phases in Daily Living Using Wearable Sensors," IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, vol. 4, no. 1, pp. 93-105, January-March 2013.
43. M. Myrtek, G. Brugner, A. Fichtler, K. Konig, W. Muller, F. Foerster and V. Hoppner, "Detection of Emotionally Induced ECG Changes and Their Behavioural Correlates: A New Method for Ambulatory Monitoring," European Heart Journal, vol. 9, pp. 55-60, 1988.
44. M. Kusserow, O. Amft and G. Troster, "BodyANT: Miniature Wireless Sensors for Naturalistic Monitoring of Daily Activity," in Proc. Fourth Int'l Conf. Body Area Networks (BodyNets), 2009.