Emotion Intelligence Based on Smart Sensing

• Other Authors: Whang, Mincheol (Editor), Park, Sung (Editor)
• Format: Electronic Book Chapter
• Language: English
• Published: Basel MDPI - Multidisciplinary Digital Publishing Institute 2023
• Subjects: Technology: general issues; History of engineering & technology; speech emotion recognition; domain adaptation; SER generalization; Korean Emotional Speech Database; ensemble model; multi-path; group-loss; BLSTM network; facial micromovement; emotion recognition; emotion authenticity; HRV parameter; game addiction; League of Legends; stress response; sensitivity; specificity; logistic regression; facial action unit; facial aging; facial expression; posed emotion; virtual avatar; virtual human; virtual character; embodied conversational agent; social interaction; empathy; CNN; cognitive workload; functional connectivity analysis; LSTM; mental workload; mutual information; phase locking value; phase transfer entropy; deep learning; facial expression recognition (FER); 3D convolutional neural network (3D CNN); multirate signal processing; minimum overlapped frame structure; self-attention; multi-depth network; video content empathy; micro-movement synchronization; non-contact empathy measurement; empathic advertisement; multimodal affective computing; catecholamines; emotion classification; wearable devices; deep neural networks; multispectral imaging; face recognition; in the wild; driver emotion recognition; multimodal; self-report; real-world driving; EEG; learning emotions; attention; convolutional neural network; multi-channel band features; eye movement; brain connectivity; review; human emotions; affective and physiological states; Plutchik's wheel of emotions; sensors; methods and applications; statistical and multiple criteria analysis; country success and publications maps of the world; n/a
• Online Access: DOAB: download the publication; DOAB: description of the publication

Summary

This Special Issue explores empirical studies of emotional mechanisms, qualitative and quantitative measurements of emotion, the recognition of emotional contexts, and the application of emotion. We introduce fourteen papers, ranging from lab-based studies aimed at understanding emotional mechanisms to applying emotion recognition in the real world (e.g., in driving, games, education, and virtual avatars). This Special Issue explores empirical studies of emotional mechanisms, qualitative and quantitative measurements of emotion, the recognition of emotional contexts, and the application of emotion. We introduce fourteen papers, ranging from lab-based studies aimed at understanding emotional mechanisms to applying emotion recognition in the real world (e.g., in driving, games, education, and virtual avatars).

Physical Description

1 electronic resource (340 p.)

ISBN

books978-3-0365-6647-4
9783036566467
9783036566474

Access

Open Access