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.

Data collector(s)
Drążyk, Dominika; Kutt, Krzysztof; Szelążek, Maciej; Żuchowska, Laura
Editor(s)
Drążyk, Dominika; Kutt, Krzysztof; Szelążek, Maciej
Researcher(s)
Kutt, Krzysztof; Drążyk, Dominika; Bobek, Szymon; Nalepa, Grzegorz J.

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)

The BIRAFFE dataset is part of the work carried out by the AfCAI Research Group in Kraków, Poland. If you want to know more about us, see: https://afcai.re/
Files (6.7 GB)
Name Size
_BIRAFFE2-HAIW2020-paper-draft.pdf
md5:796a55b880d45ba42bc4e3f45c5d1109
826.9 kB Download
BIRAFFE2-biosigs.zip
md5:166602b8ac63c28be6617c8c0b3e1d34
5.4 GB Download
BIRAFFE2-gamepad.zip
md5:a862df71f62c6a1824c5e4a1a74dfd82
735.9 MB Download
BIRAFFE2-games.zip
md5:a833567c4348697a2c830ac9bc88a770
56.0 MB Download
BIRAFFE2-metadata.csv
md5:788cd8cf9515b112cfdbd9bf813d617a
27.3 kB Download
BIRAFFE2-photo-full.zip
md5:79a83749f28c0b814cfee575096e8485
94.5 MB Download
BIRAFFE2-photo.zip
md5:9f13e036d300ac5225fdb76f6da191e2
4.8 MB Download
BIRAFFE2-procedure.zip
md5:6f40f77c1636b564a6be2f420ba5a954
35.9 MB Download
LICENSE
md5:b180fd741c60073904df10fd379b38ae
454 Bytes Download
sample-SUB211-BioSigs.csv
md5:5cd9708454848ffded1be2ffed127d3f
186.0 MB Download
sample-SUB211-Face-Full.csv
md5:c21873bb6ee8ad7b7e59cfa8fa91630d
3.6 MB Download
sample-SUB211-Face.csv
md5:08f909bf1f19a0f92b28a931d0c67f19
375.9 kB Download
sample-SUB211-Gamepad.csv
md5:90a0e76b94a8c0ca72912de2a1a490ca
36.7 MB Download
sample-SUB211-Level01_Log._json
md5:64daeb211460bd83b972afd199cedbfd
1.5 MB Download
sample-SUB211-Level01_MapLog._json
md5:a769555e35ed9407ae312bea8271ef58
11.0 MB Download
sample-SUB211-Level02_BlockEvents._json
md5:8e192a13ac861b3c53a038f776c4f23f
2.0 MB Download
sample-SUB211-Level02_Log._json
md5:ca4246761cbde1588898c11e069d3c43
1.0 MB Download
sample-SUB211-Level03_Log._json
md5:e74f1b90fd696fda512b504c15e85509
236.8 kB Download
sample-SUB211-Procedure.csv
md5:e3478019080cb515bd413c436abe8480
10.5 kB Download
sample-SUB211-Screencast.mkv
md5:143bc41d8e11075cd81b4b0af4758e34
142.8 MB Download
  • 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.

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