June 1, 2020 Dataset Open Access

BIRAFFE2: The 2nd Study in Bio-Reactions and Faces for Emotion-based Personalization for AI Systems

Kutt, Krzysztof; Drążyk, Dominika; Bobek, Szymon; Nalepa, Grzegorz J.

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This is our 2nd Study in Bio-Reactions and Faces for Emotion-based Personalization for AI Systems (BIRAFFE2). It is a dataset consisting of electrocardiogram (ECG), galvanic skin response (GSR), changes in facial expression signals and hand movements (represented by gamepad's accelerometer and gyroscope) recorded during affect elicitation by means of audio-visual stimuli (from IADS and IAPS databases) and our proof-of-concept three-level emotion evoking game. All the signals were captured using portable and low-cost equipment: BITalino (r)evolution kit for ECG and GSR and Creative Live! web camera for face photos (further analyzed by MS Face API).

Besides the signals, the dataset consists also of subjects' self-assessment of their affective state after each stimuli (in the valence and arousal dimensions), "Big Five" personality traits assessment (using NEO-FFI inventory), and game involvement-related metrics (using GEQ questionnaire).

For detailed description see BIRAFFE2-HAIW2020-paper.pdf.
For preview of the files before downloading the whole dataset see sample-SUB211-[...] files.

All documents and papers that report on research that uses the BIRAFFE dataset should acknowledge this by citing the paper:
Krzysztof Kutt, Dominika Drążyk, Maciej Szelążek, Szymon Bobek and Grzegorz J. Nalepa (2020). The BIRAFFE2 Experiment. Study in Bio-Reactions and Faces for Emotion-based Personalization for AI Systems. HAIW2020: Human-AI Interaction Workshop. Submitted, in review.
(reference will be updated when the paper will be finally published)