Appropriate emotional labelling of non-acted speech using basic emotions, geneva emotion wheel and self assessment manikins

Siegert, Ingo; Böck, Ronald; Vlasenko, Bogdan; Philippou-Hübner, David; Wendemuth, Andreas

doi:10.1109/icme.2011.6011929

Cited by 33 publications

(14 citation statements)

References 14 publications

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“…Once the decisions can be based on emotions, it becomes fundamentalto measure them (Damásio, 1994, cit in [2,4]). The assessment of emotions has been concentrated in measuring, objectively as well as subjectively, which emotionsstand out during the interaction with different products [22].To achieve that, self-report data has been used, mainly collected by instrumentssuch as the SelfAssessment Manikin [2]and the Geneva Emotion Wheel [9] and more objective methods based on physiological measures such as heart rate, skin conductance, among others [2].…”

Section: Assessment In Usability and User Experiencementioning

confidence: 99%

A Methodological Approach to Evaluate a New Bicycle Concept with Elliptical Wheels

Rebelo

Figueiredo

Noriega

et al. 2015

Procedia Manufacturing

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There is a diversity of bicycle' models in the market, but all of them have circular wheels. So the question is, could a concept with elliptical wheels be a good idea? What is the best methodology to evaluate this new and unusual bicycle from the ergonomics point of view? This study aims at answering thischallenge. From an ergonomic point of view, were considered important measures to evaluate this new concept of bicycle those related with: functional efficiency (fatigue and easiness of use), safety (possibility and fear of falling) and pleasure (emotional reactions). In this context, this work discusses the methodological approach to get these measures. The efficiency of the proposed methodology is discussed, by analyzing the results of a pilot study. This analysis showed that the proposed methodology was effective to evaluate a new concept of an innovative product.

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Section: Assessment In Usability and User Experiencementioning

confidence: 99%

A Methodological Approach to Evaluate a New Bicycle Concept with Elliptical Wheels

Rebelo

Figueiredo

Noriega

et al. 2015

Procedia Manufacturing

View full text Add to dashboard Cite

show abstract

“…The SAM Arousal scale ranged from an excited and wide-eyed figure to a relaxed and sleepy figure (see, for example, Bradley and Lang, 1994). The SAM scales have been widely used in various settings, for example, with pictorial stimuli (Backs et al, 2005), auditory stimuli (Siegert et al, 2011), in applied fields such as advertising studies (Morris, 1995), and also in the study of social processes (e.g., Kirsch et al, 2005; Coan et al, 2006; Kolassa and Miltner, 2006; Buckner et al, 2010). The validity of the SAM Valence and Arousal scales were established in a study by Bradley and Lang (1994) which reported significant correlations with the Semantic Differential Scale.…”

Section: Studymentioning

confidence: 99%

The Positive Effects of Trait Emotional Intelligence during a Performance Review Discussion – A Psychophysiological Study

Salminen

Ravaja

2017

Front. Psychol.

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Performance review discussions of real manager–subordinate pairs were examined in two studies to investigate the effects of trait emotional intelligence (EI) on dyad member’s felt and expressed emotions. Altogether there were 84 managers and 122 subordinates in two studies using 360 measured and self-reported trait EI. Facial electromyography, and frontal electroencephalography (EEG) asymmetry were collected continuously. Manager’s high trait EI was related to increased positive valence emotional facial expressions in the dyad during the discussions. The managers also had more EEG frontal asymmetry indicating approach motivation, than the subordinates. In addition, actor and partner effects and actor × partner interactions, and interactions between the role and actor or partner effect of trait EI were observed. Both actor and partner trait EI were related to more positive self-reported emotional valence. The results imply that trait EI has a role in organizational social interaction.

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“…Following the presentation of each video, the participants were provided enough time to rate the music videos on a discrete 9-point scale for valence, arousal, dominance, and liking. Valence, arousal, and dominance dimensions were scored using the self-assessment manikins (SAM) to gouge user emotional states (Siegert et al, 2011 ). For liking (i.e., how much did you like the video?…”

Section: Experimental Set-upmentioning

confidence: 99%

Emotion Discrimination Using Spatially Compact Regions of Interest Extracted from Imaging EEG Activity

Padilla-Buriticá

Martínez-Vargas

Castellanos-Domínguez

2016

Front. Comput. Neurosci.

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Lately, research on computational models of emotion had been getting much attention due to their potential for understanding the mechanisms of emotions and their promising broad range of applications that potentially bridge the gap between human and machine interactions. We propose a new method for emotion classification that relies on features extracted from those active brain areas that are most likely related to emotions. To this end, we carry out the selection of spatially compact regions of interest that are computed using the brain neural activity reconstructed from Electroencephalography data. Throughout this study, we consider three representative feature extraction methods widely applied to emotion detection tasks, including Power spectral density, Wavelet, and Hjorth parameters. Further feature selection is carried out using principal component analysis. For validation purpose, these features are used to feed a support vector machine classifier that is trained under the leave-one-out cross-validation strategy. Obtained results on real affective data show that incorporation of the proposed training method in combination with the enhanced spatial resolution provided by the source estimation allows improving the performed accuracy of discrimination in most of the considered emotions, namely: dominance, valence, and liking.

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Appropriate emotional labelling of non-acted speech using basic emotions, geneva emotion wheel and self assessment manikins

Cited by 33 publications

References 14 publications

A Methodological Approach to Evaluate a New Bicycle Concept with Elliptical Wheels

A Methodological Approach to Evaluate a New Bicycle Concept with Elliptical Wheels

The Positive Effects of Trait Emotional Intelligence during a Performance Review Discussion – A Psychophysiological Study

Emotion Discrimination Using Spatially Compact Regions of Interest Extracted from Imaging EEG Activity

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