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pub:biraffe [2020/06/29 13:41] – BIRAFFE1 updated kkuttpub:biraffe [2020/06/29 13:52] – BIRAFFE2 description kkutt
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 +====== BIRAFFE2 dataset ======
 +
 +<badge>[[https://doi.org/10.5281/zenodo.3865859
 +|{{https://zenodo.org/badge/DOI/10.5281/zenodo.3865859.png}}]]</badge>
 +
 +This is our 2nd Study in **Bi**o-**R**eactions **a**nd **F**aces **f**or **E**motion-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).
 +
 +The whole dataset is available under the [[http://creativecommons.org/licenses/by-nc-nd/4.0/|CC BY-NC-ND 4.0]] licence at **[[https://doi.org/10.5281/zenodo.3865859|Zenodo]]**.
 +
 +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)//\\
 +Draft of the paper was uploaded with the dataset as the ''_BIRAFFE2-HAIW2020-paper-draft.pdf''
 +
 ====== BIRAFFE1 dataset ====== ====== BIRAFFE1 dataset ======
  
  • pub/biraffe.txt
  • Last modified: 2024/01/10 11:16
  • by gjn