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pub:biraffe [2019/09/24 09:09]
kkutt BIRAFFE finally published
pub:biraffe [2020/06/29 15:52] (current)
kkutt BIRAFFE2 description
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-<​badge>​[[https://​doi.org/​10.5281/​zenodo.3442144+====== BIRAFFE2 dataset ====== 
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 +<​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). 
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 +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). 
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 +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 ====== 
 + 
 +<​badge>​[[https://​doi.org/​10.5281/​zenodo.3442143
 |{{https://​zenodo.org/​badge/​DOI/​10.5281/​zenodo.3442143.png}}]]</​badge>​ |{{https://​zenodo.org/​badge/​DOI/​10.5281/​zenodo.3442143.png}}]]</​badge>​
-====== BIRAFFE dataset ====== 
  
 We present **BIRAFFE**:​ **Bi**o-**R**eactions **a**nd **F**aces **f**or **E**motion-based Personalization. We present **BIRAFFE**:​ **Bi**o-**R**eactions **a**nd **F**aces **f**or **E**motion-based Personalization.
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 All documents and papers that report on research that uses the BIRAFFE dataset should acknowledge this by **citing the paper**:\\ 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.\\ +Kutt, K., Drążyk, ​D., Jemioło, ​P., Bobek, ​S., Giżycka, ​B., Rodriguez-Fernandez, V., & Nalepa, G. J. (2020). **BIRAFFE: Bio-Reactions and Faces for Emotion-based Personalization**. ​In G. J. Nalepa, J. M. Ferrandez, J. Palma, & V. Julian (Eds.), [[http://ceur-ws.org/​Vol-2609/​|Proceedings of the 3rd Workshop on Affective Computing and Context Awareness in Ambient Intelligence ​(AfCAI 2019) (CEUR-WS Vol2609)]]. \\ 
-Draft of the paper was uploaded with the dataset as the ''​BIRAFFE-AfCAI2019-paper.pdf''​+Final version ​of the paper was uploaded with the dataset as the ''​BIRAFFE-AfCAI2019-paper.pdf''​.
- +
-An extended description of the experiment conducted to obtain the BIRAFFE dataset will be provided in:\\ +
-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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