AMIGOS: A Dataset for Affect, Personality and Mood Research on Individuals and Groups

We present AMIGOS- A dataset for Multimodal research of affect, personality traits and mood on Individuals GrOupS. Different to other databases, we elicited affect using both short long videos in two social contexts, one with individual viewers groups viewers. The database allows the multimodal study affective responses, by means neuro-physiological signals individuals relation their mood, respect context videos' duration. data is collected experimental settings. In first one, 40 participants watched 16 emotional videos. second 4 videos, some them alone rest groups. participants' signals, namely, Electroencephalogram (EEG), Electrocardiogram (ECG) Galvanic Skin Response (GSR), were recorded wearable sensors. Participants' frontal HD video RGB depth full body also recorded. Participants emotions have been annotated self-assessment levels (valence, arousal, control, familiarity, liking basic emotions) felt during as well external-assessment valence arousal. a detailed correlation analysis different dimensions baseline methods results single-trial classification traits, context. made publicly available.