Dataset Open Access

BIRAFFE: Bio-Reactions and Faces for Emotion-based Personalization

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

Data collector(s)
Kutt, Krzysztof; Drążyk, Dominika; Jemioło, Paweł; Giżycka, Barbara
Editor(s)
Jemioło, Paweł; Rodríguez Fernández, Víctor
Researcher(s)
Kutt, Krzysztof; Bobek, Szymon; Nalepa, Grzegorz J.

We present BIRAFFE, a dataset consisting of electrocardiogram (ECG), galvanic skin reaction (GSR) and changes in facial expression signals recorded during affect elicitation by means of audio-visual stimuli (from IADS and IAPS databases) and our two proof-of-concept affective games ("Affective SpaceShooter 2" and "Fred Me Out 2"). 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 (with the use of two widgets: the first one with 5 emoticons and the second with valence and arousal dimensions) and "Big Five" personality traits assessment (using NEO-FFI inventory).

For detailed description see BIRAFFE-AfCAI2019-paper.pdf.
For preview of the files before downloading the whole dataset see sample-SUB1107-[...] 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, Paweł Jemioło, Szymon Bobek, Barbara Giżycka, Victor Rodriguez-Fernandez and Grzegorz J. Nalepa (2019). BIRAFFE: Bio-Reactions and Faces for Emotion-based Personalization. AfCAI 2019: Workshop on Affective Computing and Context Awareness in Ambient Intelligence. 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 (8.0 GB)
Name Size
BIRAFFE-AfCAI2019-paper-draft.pdf
md5:dce8afacd1f4a01b8956129c212ef857
2.7 MB Download
BIRAFFE-biosigs.zip
md5:735bbe211c800c5d0e65fa0fe9b7213d
7.5 GB Download
BIRAFFE-freud.zip
md5:e77bbb54e3b5ea42f15e49153c1a77ab
107.5 MB Download
BIRAFFE-metadata.csv
md5:708ddd9c662b4ee9ac69ea53f356356f
18.7 kB Download
BIRAFFE-photo-full.zip
md5:3b434d0ee27749227ecf4446149b94ef
127.2 MB Download
BIRAFFE-photo.zip
md5:f2d9fdc2a5c4d6eb1fb0f1ad8bae63ce
5.5 MB Download
BIRAFFE-procedure.zip
md5:9c3b0967903fcd14efe01e9075d564f6
681.9 kB Download
BIRAFFE-space.zip
md5:27a7bc1a94c0930fdfd46a8008c1e1a0
31.6 MB Download
LICENSE
md5:56ed4815da1f87d08c9d0e52f5a2d4fb
453 Bytes Download
sample-SUB1107-BioSigs.csv
md5:5bcf8a9b90c98cf555ad079a98941128
219.9 MB Download
sample-SUB1107-Face-Full.csv
md5:5640d4e55ef78c8b87fd116941582409
2.5 MB Download
sample-SUB1107-Face.csv
md5:10ec90d38721e691e03245e38bbc9963
267.3 kB Download
sample-SUB1107-Freud._json
md5:1562ae1d6de95a8d9527c7c265d30406
12.7 MB Download
sample-SUB1107-Procedure.csv
md5:1c1703b6a033965d61f1a2c44913a2e5
10.2 kB Download
sample-SUB1107-Space._json
md5:c823b82a6d9beaa60fdf3eb77ccece2c
3.6 MB Download
  • Krzysztof Kutt, Dominika Drążyk, Paweł Jemioło, Szymon Bobek, Barbara Giżycka, Victor Rodriguez-Fernandez and Grzegorz J. Nalepa (2019). "BIRAFFE: Bio-Reactions and Faces for Emotion-based Personalization". AfCAI 2019: Workshop on Affective Computing and Context Awareness in Ambient Intelligence. Submitted, in review.

  • Krzysztof Kutt, Dominika Drążyk, Szymon Bobek, Barbara Giżycka, Paweł Jemioło and Grzegorz J. Nalepa (2020). "Multimodal emotion detection with use of AI methods and contextual information". European Journal of Personality. Submitted, in review.

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