Dataset Open Access

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

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


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{
  "publisher": "Zenodo", 
  "DOI": "10.5281/zenodo.3922055", 
  "language": "eng", 
  "title": "BIRAFFE: Bio-Reactions and Faces for Emotion-based Personalization", 
  "issued": {
    "date-parts": [
      [
        2020, 
        6, 
        29
      ]
    ]
  }, 
  "abstract": "<p>We present <strong>BIRAFFE</strong>, a dataset consisting of <em><strong>electrocardiogram (ECG)</strong></em>, <em><strong>galvanic skin reaction (GSR)</strong></em> and changes in <em><strong>facial expression</strong></em> signals recorded during affect elicitation by means of <em><strong>audio-visual stimuli</strong></em> (from IADS and IAPS databases) and&nbsp;our two proof-of-concept <em><strong>affective games</strong></em> (&quot;Affective SpaceShooter 2&quot; and &quot;Fred Me Out 2&quot;). 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).&nbsp;</p>\n\n<p>Besides the signals, the dataset consists also of <em><strong>subjects&#39; self-assessment</strong></em> of their affective state after each stimuli (with the use of two widgets: the first one with <em><strong>5 emoticons</strong></em> and the second with <em><strong>valence and arousal</strong></em> dimensions) and <em><strong>&quot;Big Five&quot; personality traits</strong></em> assessment (using NEO-FFI inventory).</p>\n\n<p>For detailed description see <em>BIRAFFE-AfCAI2019-paper.pdf</em>.<br>\nFor preview of the files before downloading the whole dataset see <em>sample-SUB1107-[...]</em>&nbsp;files.</p>\n\n<p>All documents and papers that report on research that uses the BIRAFFE dataset should acknowledge this by <strong>citing the paper</strong>:<br>\nKutt, K., Dr\u0105\u017cyk, D., Jemio\u0142o, P., Bobek, S., Gi\u017cycka, B., Rodriguez-Fernandez, V., &amp; Nalepa, G. J. (2020). &quot;BIRAFFE: Bio-Reactions and Faces for Emotion-based Personalization&quot;. In G. J. Nalepa, J. M. Ferrandez, J. Palma, &amp; V. Julian (Eds.), Proceedings of the 3rd Workshop on Affective Computing and Context Awareness in Ambient Intelligence (AfCAI 2019) (CEUR-WS Vol. 2609). http://ceur-ws.org/Vol-2609/</p>", 
  "author": [
    {
      "family": "Kutt, Krzysztof"
    }, 
    {
      "family": "Bobek, Szymon"
    }, 
    {
      "family": "Nalepa, Grzegorz J."
    }
  ], 
  "note": "The BIRAFFE dataset is part of the work carried out by the AfCAI Research Group in Krak\u00f3w, Poland. If you want to know more about us, see: https://afcai.re/", 
  "version": "1.0.1", 
  "type": "dataset", 
  "id": "3922055"
}
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