Differences

This shows you the differences between two versions of the page.

Link to this comparison view

Both sides previous revision Previous revision
pub:biraffe [2020/06/29 15:41]
kkutt BIRAFFE1 updated
pub:biraffe [2020/06/29 15:52] (current)
kkutt BIRAFFE2 description
Line 1: Line 1:
 +====== 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: 2020/06/29 15:52
  • by kkutt