2008 · 15 citations · 7 references
ComputingComputer ScienceElectrical EngineeringArtificial IntelligenceHuman-computer InteractionPsychophysiologyAffective ComputingAffective State DetectionEmotion ProcessingEmotion RecognitionEmotion UnderstandingEmotional ExpressionAffective State RecognitionArousal RecognitionComputational Cognitive ScienceEmotion-aware Human-computer InteractionHuman-computer Interaction AnalyticsPhysiological Signal Analysis
Emotions pervade in peoplepsilas daily lives. Recently, there is a trend of adding emotional characteristics as new features to electronic devices in order to provide more natural and intelligent interaction with human. Affective computing, a concept that combines computer science with psychology and cognitive science was brought forward to support the idea of making machines aware of humanpsilas affective states. This study focuses on differentiating peoplepsilas emotional states based on arousal and valence using physiological signals with the aim to improve human computer interaction for next generation consumer electronic devices.
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Chih-Chung Chang, Chih‐Jen Lin · ACM Transactions on Intelligent Systems and Technology · 2011 · 41.3K citations
Libsvm : A library for support vector machines
Vittorio Ferrari · Medical Entomology and Zoology · 2008 · 10.1K citations