Download e-book for iPad: Affective Computing and Intelligent Interaction: 4th by Arvid Kappas (auth.), Sidney D’Mello, Arthur Graesser, Björn

By Arvid Kappas (auth.), Sidney D’Mello, Arthur Graesser, Björn Schuller, Jean-Claude Martin (eds.)

ISBN-10: 3642245994

ISBN-13: 9783642245992

ISBN-10: 3642246001

ISBN-13: 9783642246005

The two-volume set LNCS 6974 and LNCS 6975 constitutes the refereed complaints of the Fourth foreign convention on Affective Computing and clever interplay, ACII 2011, held in Memphis,TN, united states, in October 2011.
The a hundred thirty five papers during this quantity set awarded including three invited talks have been conscientiously reviewed and chosen from 196 submissions. The papers are equipped in topical sections on reputation and synthesis of human impact, affect-sensitive functions, methodological concerns in affective computing, affective and social robotics, affective and behavioral interfaces, proper insights from psychology, affective databases, assessment and annotation tools.

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Additional info for Affective Computing and Intelligent Interaction: 4th International Conference, ACII 2011, Memphis, TN, USA, October 9–12, 2011, Proceedings, Part I

Example text

Building personindependent models. Therefore, updatable ensemble-based modeling technique might be a more practical option for building real life affect detection systems than static approaches, where a classifier is trained on some initial data and is never updated in light of new data. As an initial step towards this goal, we evaluate the performance of the winnow ensemble algorithm in a laboratory study that was designed to systematically model day variations. 1 Participants and Measures The participants were four male students between 24 and 39 years of age from the University of Sydney.

Springer, Heidelberg (2008) 9. : Continuous Inference of Psychological Stress from Sensory Measurements Collected in the Natural Environment. In: Proceedings of the 10th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), Chicago, IL (April 12-14, 2011) 10. : Testing procedures for non-stationarity and non-linearity in physiological signals. Mathematical Biosciences 157, 303–320 (1999) 11. : Online classification of nonstationary data streams. Intell. Data Anal.

G. persistence over time) than others. g. 1]). This finding was replicated in S. D´Mello et al. ): ACII 2011, Part I, LNCS 6974, pp. 14–24, 2011. © Springer-Verlag Berlin Heidelberg 2011 The Dynamics between Student Affect and Behavior Occurring 15 classroom settings in [1]. Later analysis where self-transitions were eliminated from analysis found evidence that transitions from confusion to frustration are common, but also found that frustration may lead to several different affective patterns, including alleviated frustration, frustration alternating with confusion, and frustration leading into boredom [5].

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Affective Computing and Intelligent Interaction: 4th International Conference, ACII 2011, Memphis, TN, USA, October 9–12, 2011, Proceedings, Part I by Arvid Kappas (auth.), Sidney D’Mello, Arthur Graesser, Björn Schuller, Jean-Claude Martin (eds.)


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