Cross-Cultural Emotion Recognition With EEG and Eye Movement Signals Based on Multiple Stacked Broad Learning System

• Published in: IEEE transactions on computational social systems Vol. 11; no. 2; pp. 2014 - 2025
• Main Authors: Gong, Xinrong, Chen, C. L. Philip, Zhang, Tong
• Format: Journal Article
• Language: English
• Published: Piscataway IEEE 01.04.2024; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Affective computing; Brain; Brain modeling; broad learning system (BLS); Cognition; Computational modeling; cross-cultural emotion recognition; Cultural aspects; electroencephalogram (EEG); Electroencephalography; Emotion recognition; Emotions; eye movement (EM); Eye movements; Feature extraction; Frequencies; Globalization; Learning; multimodal fusion; Occipital lobes; Portable equipment

With increasing social globalization, interaction between people from different cultures has become more frequent. However, there are significant differences in the expression and comprehension of emotions across cultures. Therefore, developing computational models that can accurately identify emoti...