3865860
doi
10.5281/zenodo.3865860
oai:zenodo.org:3865860
Kutt, Krzysztof
Jagiellonian University
Drążyk, Dominika
Jagiellonian University
Bobek, Szymon
Jagiellonian University
Nalepa, Grzegorz J.
Jagiellonian University
Drążyk, Dominika
Jagiellonian University
Kutt, Krzysztof
Jagiellonian University
Szelążek, Maciej
AGH University of Science and Technology
Żuchowska, Laura
AGH University of Science and Technology
Drążyk, Dominika
Jagiellonian University
Kutt, Krzysztof
Jagiellonian University
Szelążek, Maciej
AGH University of Science and Technology
Drążyk, Dominika
Jagiellonian University
Bobek, Szymon
Jagiellonian University
Nalepa, Grzegorz J.
Jagiellonian University
BIRAFFE2: The 2nd Study in Bio-Reactions and Faces for Emotion-based Personalization for AI Systems
Kutt, Krzysztof
Jagiellonian University
url:https://afcai.re/pub:biraffe
doi:10.5281/zenodo.3442143
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
affect
emotion
ECG
GSR
faces
games
personality
accelerometer
<p>This is our 2nd Study in Bio-Reactions and Faces for Emotion-based Personalization for AI Systems (<strong>BIRAFFE2</strong>). It is a dataset consisting of <em><strong>electrocardiogram (ECG)</strong></em>, <em><strong>galvanic skin response (GSR)</strong></em>, changes in <em><strong>facial expression</strong></em> signals and <em><strong>hand movements</strong></em> (represented by gamepad's accelerometer and gyroscope) recorded during affect elicitation by means of <em><strong>audio-visual stimuli</strong></em> (from IADS and IAPS databases) and our proof-of-concept three-level <em><strong>emotion evoking game</strong></em>. 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).</p>
<p>Besides the signals, the dataset consists also of <em><strong>subjects' self-assessment</strong></em> of their affective state after each stimuli (in the <em><strong>valence and arousal dimensions</strong></em>), <em><strong>"Big Five" personality traits</strong></em> assessment (using NEO-FFI inventory), and <em><strong>game involvement</strong></em>-related metrics (using GEQ questionnaire).</p>
<p>For detailed description see <em>BIRAFFE2-HAIW2020-paper.pdf</em>.<br>
For preview of the files before downloading the whole dataset see <em>sample-SUB211-[...]</em> files.</p>
<p>All documents and papers that report on research that uses the BIRAFFE dataset should acknowledge this by <strong>citing the paper</strong>:<br>
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. <em>HAIW2020: Human-AI Interaction Workshop</em>. Submitted, in review.<br>
<em>(reference will be updated when the paper will be finally published)</em></p>
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/
Zenodo
2020-06-01
info:eu-repo/semantics/other
3865859
1.0.0
1654602700.612199
375934
md5:08f909bf1f19a0f92b28a931d0c67f19
https://zenodo.org/records/3865860/files/sample-SUB211-Face.csv
3561966
md5:c21873bb6ee8ad7b7e59cfa8fa91630d
https://zenodo.org/records/3865860/files/sample-SUB211-Face-Full.csv
142776394
md5:143bc41d8e11075cd81b4b0af4758e34
https://zenodo.org/records/3865860/files/sample-SUB211-Screencast.mkv
10509
md5:e3478019080cb515bd413c436abe8480
https://zenodo.org/records/3865860/files/sample-SUB211-Procedure.csv
236817
md5:e74f1b90fd696fda512b504c15e85509
https://zenodo.org/records/3865860/files/sample-SUB211-Level03_Log._json
1009886
md5:ca4246761cbde1588898c11e069d3c43
https://zenodo.org/records/3865860/files/sample-SUB211-Level02_Log._json
2005893
md5:8e192a13ac861b3c53a038f776c4f23f
https://zenodo.org/records/3865860/files/sample-SUB211-Level02_BlockEvents._json
10958962
md5:a769555e35ed9407ae312bea8271ef58
https://zenodo.org/records/3865860/files/sample-SUB211-Level01_MapLog._json
36747167
md5:90a0e76b94a8c0ca72912de2a1a490ca
https://zenodo.org/records/3865860/files/sample-SUB211-Gamepad.csv
5425527234
md5:166602b8ac63c28be6617c8c0b3e1d34
https://zenodo.org/records/3865860/files/BIRAFFE2-biosigs.zip
735895222
md5:a862df71f62c6a1824c5e4a1a74dfd82
https://zenodo.org/records/3865860/files/BIRAFFE2-gamepad.zip
56038523
md5:a833567c4348697a2c830ac9bc88a770
https://zenodo.org/records/3865860/files/BIRAFFE2-games.zip
1497721
md5:64daeb211460bd83b972afd199cedbfd
https://zenodo.org/records/3865860/files/sample-SUB211-Level01_Log._json
826862
md5:796a55b880d45ba42bc4e3f45c5d1109
https://zenodo.org/records/3865860/files/_BIRAFFE2-HAIW2020-paper-draft.pdf
27324
md5:788cd8cf9515b112cfdbd9bf813d617a
https://zenodo.org/records/3865860/files/BIRAFFE2-metadata.csv
94450540
md5:79a83749f28c0b814cfee575096e8485
https://zenodo.org/records/3865860/files/BIRAFFE2-photo-full.zip
4808485
md5:9f13e036d300ac5225fdb76f6da191e2
https://zenodo.org/records/3865860/files/BIRAFFE2-photo.zip
35900571
md5:6f40f77c1636b564a6be2f420ba5a954
https://zenodo.org/records/3865860/files/BIRAFFE2-procedure.zip
454
md5:b180fd741c60073904df10fd379b38ae
https://zenodo.org/records/3865860/files/LICENSE
186033808
md5:5cd9708454848ffded1be2ffed127d3f
https://zenodo.org/records/3865860/files/sample-SUB211-BioSigs.csv
public
https://afcai.re/pub:biraffe
Is documented by
url
10.5281/zenodo.3442143
Continues
doi
10.5281/zenodo.3865859
isVersionOf
doi