Private Emotions vs. Social Interaction - towards New Dimensions in Research on Emotion

Beitrag bei einer Tagung
(Konferenzbeitrag)


Details zur Publikation

Autor(en): Batliner A, Steidl S, Hacker C, Nöth E, Niemann H
Herausgeber: Carberry Sandra, de Rosis Fiorella
Jahr der Veröffentlichung: 2005
Tagungsband: Adapting the Interaction Style to Affective Factors
Seitenbereich: 1-8
Sprache: Englisch


Abstract


The ‘traditional’ first two dimensions in emotion research are AROUSAL and VALENCE. Normally, they are obtained by using elicited, acted data. In this paper, we use realistic, spontaneous speech data from our ‘AIBO’ corpus (human-robot communication, children interacting with Sony’s AIBO robot). TherecordingsweredoneinaWizard-of-Ozscenario: the children believed that AIBO obeys their commands; in fact, AIBO followed a fixed script and often disobeyed. The emotional annotations of five labellers, transformed into a confusion matrix, were used in a non-metrical multi-dimensional scaling to display two dimensions, the first being VALENCE, the second, however, not AROUSAL but INTERACTION, i.e., addressing oneself (angry, joyful) or the communication partner (motherese, reprimanding). We show that it depends on the specifity of the scenario and on the subjects’ conceptualizations whether this new dimension can be observed, and discuss impacts on the practice of labelling and processing emotional data.


FAU-Autoren / FAU-Herausgeber

Batliner, Anton Dr. phil.
Lehrstuhl für Informatik 5 (Mustererkennung)
Niemann, Heinrich Prof. Dr.
Technische Fakultät
Nöth, Elmar Prof. Dr.-Ing.
Professur für Informatik (Mustererkennung)
Steidl, Stefan PD Dr.
Lehrstuhl für Informatik 5 (Mustererkennung)


Zitierweisen

APA:
Batliner, A., Steidl, S., Hacker, C., Nöth, E., & Niemann, H. (2005). Private Emotions vs. Social Interaction - towards New Dimensions in Research on Emotion. In Carberry Sandra, de Rosis Fiorella (Eds.), Adapting the Interaction Style to Affective Factors (pp. 1-8). Edinburgh, GB.

MLA:
Batliner, Anton, et al. "Private Emotions vs. Social Interaction - towards New Dimensions in Research on Emotion." Proceedings of the Workshop on Adapting the Interaction Style to Affective Factors, 10th International Conference on User Modelling, Edinburgh Ed. Carberry Sandra, de Rosis Fiorella, 2005. 1-8.

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Zuletzt aktualisiert 2018-08-08 um 22:08

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