Abstract
The introduction of mood as context of a mobile user opens up many opportunities for the design of novel context-aware services and applications. This paper presents the first prototype of a mobile system platform that is able to derive the mood of a person and make it available as a contextual building block to mobile services and application. The mood is derived based on physiological signals captured by a body sensor network. As a proof-of-concept application a simple mood based messaging service has been developed on top of the platform.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
IST FP6 project e-SENSE, http://www.ist-e-sense.org/
Dey, A.K., Abowd, G.D.: Towards a better understanding of context and context-awareness. In: Proceedings of the Workshop on the What, Who, Where, When and How of Context-Awareness, CHI 2000 Conference on Human Factors in Computer Systems, ACM Press, New York (2000)
iPod Moody: http://www.apple.com/downloads/macosx/ipod_itunes/moody.html
IST FP6 project MOBILIFE, http://www.ist-mobilife.org/
Koolwaaij, J., Tarlano, A., Luther, M., Nurmi, P., Mrohs, B., Battestini, A., Vaidya, R.: Context Watcher - Sharing Context Information in Everyday Life, Web Technologies, Applications, and Services, WTAS 2006, Calgary, Canada (2006)
Cohen, I., Sebe, N., Garg, A., Lew, M.S., Huang, T.S.: Facial expression Recognition from Video Sequences. Computer Vision and Image Understanding 91(1-2), 160–187 (2003)
Coulson, M.: Attributing Emotion to Static Body Postures: Recognition Accuracy, Confusions, and Viewpoint Dependence. In: Journal of Nonverbal Behavior, vol. 28(2), pp. 117–139(23). Springer, Heidelberg (2004)
Ekman, P., Friesen, W.: Facial Action Coding System. Consulting Physiologists Press, Palo Alto (1977)
Scheirer, J., Fernandez, R., Picard, R.W.: Expression glasses: a wearable device for facial expression recognition. In: Conference on Human Factors in Computing Systems, Pittsburgh, Pennsylvania, pp. 262–263 (1999) ISBN:1-58113-158-5
Branco, P., Encarnação, L.M.: Affective computing for behavior-based UI adaptation. In: Proceedings of the Workshop on Behavior-based User Interface Customization, IUI 2004, Madeira, Portugal (January 13-16, 2004)
Jones, C.M., Jonsson, I.-M.: Automatic recognition of affective cues in the speech of car drivers to allow appropriate responses. In: Proceedings of the 19th conference of the computer-human interaction special interest group (CHISIG), Canberra, Australia (2005) ISBN:1-59593-222-4
Scherer, K.R., Ceschi, G.: Lost luggage emotion: A field study of emotion-antecedent appraisal. Motivation and Emotion 21, 211–235 (1997)
Frijda, N.: The emotions, Studies in Emotion and Social Interaction. Cambridge University Press, New York (1986)
Roseman, I.J., Antoniou, A.A., Jose, P.E.: Appraisal determinants of emotions: constructing a more accurate and comprehensive theory. Cognition and Emotion 10(3), 241–277 (1996)
Plutchik, R.: A general psychoevolutionary theory of emotion. In: Emotion: Theory, Research, and Experience: Theories of Emotion, vol. 1, pp. 3–33. Academic Press, New York (1980)
Ekman, P.: An argument for basic emotions. Cognition and Emotion 6 (3/4) (1992)
Russell, J.A.: A circumplex model of affect. Journal of Personality and Social Psychology 39, 1161–1178 (1980)
Feldman Barrett, L., Russell, J.A.: Independence and bipolarity in the structure of current affect. Journal of Personality and Social Psychology 74(4), 967–984 (1998)
Prkachin, K.M., Williams-Avery, R.M., Zwaala, C., Mills, D.E.: Cardiovascular changes during induced emotion: an application of Lang’s theory of emotional imagery. Journal of Psychosomatic Research 47(3), 255–267 (1999)
Neumann, S.A., Waldstein, S.R.: Similar patterns of cardiovascular response during emotional activation as a function of affective valence and arousal and gender. Journal of Psychosomatic Research 50, 245–253 (2001)
Malik, M., Bigger, J., Camm, A., Kleiger, R.: Heart rate variability - Standards of measurement, physiological interpretation, and clinical use. European Heart Journal 17, 354–381 (1996)
Cook, E.W., Lang, P.J.: Affective judgement and psychophysiological response. Dimensional covariation in the evaluation of pictorial stimuli. Journal of psychophysiology 3, 51–64 (1989)
Bradley, M., Greenwald, M.K., Hamm, A.O.: Affective picture processing. In: The Structure of Emotion, pp. 48–65. Hogrefe & Huber Publishers, Toronto (1993)
Roedema, T.M., Simons, R.F.: Emotion-processing deficit in alexithymia. Psychophysiology 36, 379–387 (1999)
Wang, H., Prendinger, H., Igarashi, T.: Communicating Emotions in Online Chat Using Physiological Sensors and Animated Text. In: CHI 2004, Vienna, Austria, April 24-29, 2004, ACM, New York (2004)
Bickmore, T., Schulman, D.: The Comforting Presence of Relational Agents. In: CHI 2006, April 22-27, 2006, Montreal, Canada (2006)
Yazicioglu, R.F., Merken, P., Puers, R., Van Hoof, C.: A 60μW 60 nV/\(\sqrt{Hz}\) Readout Front-End for Portable Biopotential Acquisition Systems. In: IEEE International Solid-State Circuit Conference (ISSCC 2006), February 4-9, 2006, San Francisco Marriott, CA, USA (2006)
Koralewski Industrie-Elektronik oHG, http://www.koralewski.de/
Mietus, J.E.: From Variance to pNNX, Harvard Medical School Boston (2006)
Malliani, A., Pagani, M., Lombardi, F., Cerutti, S.: Cardiovascular neural regulation explored in the frequency domain. Circulation 84, 1482–1492 (1991)
D1.2.1 - Scenarios and Audio Visual Concepts, e-SENSE project deliverable (September 2006)
Lichtenstein, A., Oehme, A., Kupschick, S.: Emotions in Ambient Intelligence - deriving affective states from physiological data. In: Affect and Emotion in Human-Computer Interaction, Springer, Heidelberg (to appear, 2007)
Sensinode Ltd: http://www.sensinode.com
Author information
Authors and Affiliations
Editor information
Rights and permissions
Copyright information
© 2007 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Gluhak, A., Presser, M., Zhu, L., Esfandiyari, S., Kupschick, S. (2007). Towards Mood Based Mobile Services and Applications. In: Kortuem, G., Finney, J., Lea, R., Sundramoorthy, V. (eds) Smart Sensing and Context. EuroSSC 2007. Lecture Notes in Computer Science, vol 4793. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-75696-5_10
Download citation
DOI: https://doi.org/10.1007/978-3-540-75696-5_10
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-75695-8
Online ISBN: 978-3-540-75696-5
eBook Packages: Computer ScienceComputer Science (R0)