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Unimodal and Multimodal Human Perception of Affective States #br# During Humancomputer Interaction

  

  1. College of Computer and Information, Hohai University, Nanjing 211100, China
  • Received:2016-03-11 Online:2016-10-15 Published:2016-10-14

Abstract:

Emotion perception is one of the most important research topics in the field of humancomputer interaction. With the increase of channels, research costs and the
workload are also increasing. In this paper, the human’s basic emotion states were been detected by untrained people in seven conditions during humancomputer interaction, and
assess stability. It computed and analyzed the agreement between two observers(oo) with mixedeffects logistic regression models. The result is generally low. In addition to
the overall consistency of the unimodal and multimodal condition, it also compared the consistency of individual affective states in a single model, and classified the results
with the superadditive, additive, redundancy and inhibitory effect. The significance of the results of automatic emotion detection is still been discussed.

Key words: humancomputer interaction, emotion perception, multimodal affect detection

CLC Number: