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http://dx.doi.org/10.14695/KJSOS.2017.20.1.75

A Novel Method for Modeling Emotional Dimensions using Expansion of Russell's Model  

Han, Eui-Hwan (Department of Electronic Engineering, Graduate School of Soongsil University)
Cha, Hyung-Tai (Department of Electronic Engineering, Soongsil University)
Publication Information
Science of Emotion and Sensibility / v.20, no.1, 2017 , pp. 75-82 More about this Journal
Abstract
We propose a novel method for modeling emotional dimensions using expansion of Russell's (1980) emotional dimensions (Circumplex Model). The Circumplex Model represents emotional words in two axes (Arousal, Valence). However, other researchers have insisted that location of word in Russell's model which is expressed by single point could not represent exact position. Consequently, it is difficult to apply this model in engineering fields (such as Science of Emotion & Sensibility, Human-Computer-Interaction, Ergonomics, etc.). Therefore, we propose a new modeling method which expresses emotional word not as a single point but as a region. We conducted survey to obtain actual data and derived equations using ellipse formula to represent emotional region. Furthermore, we applied ANEW and IAPS which are commonly used in many studies to our emotional model using pattern recognition algorithm. Using our method, we could solve problems with Russell's model and our model is easily applicable to the field of engineering.
Keywords
Measuring User's Emotions; Emotion Recognition; Emotional Dimension; Ergonomics;
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Times Cited By KSCI : 1  (Citation Analysis)
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