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Like most digital photo frames, the eMotion model has a standard calendar and clock screen saver, a weather widget that displays local conditions, and an alarm clock for bedside users.
Two-dimensional (valence arousal) emotion model was studied.
The four main emotion classes of Thayer's model were used as the emotion model in [3].
We found that our emotion model significantly outperforms the existing approaches for emotion classification [43, 52 54].
Through these experiments, the structure of the emotion model has been established and the algorithm has been improved.
Firstly, we selected the best decision tree structure for each emotion model as shown in Table 4.
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The distinction between positive and negative emotions is fundamental in emotion models.
Generally, there are two different families of emotion models: the categorical and the dimensional models.
In this paper, we focus on human cognition, emotion, and behavior in order to design a robot interaction system using verbal, nonverbal, and emotion models.
Sections 2 reviews related work and Sections 3 and 4 provide background material on multi-label classification and emotion modeling, respectively.
According to research in psychology, three major approaches are of concern that affect emotion modeling: categorical, dimensional, and appraisal-based approach.
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