Dataset Open Access

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

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


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    <dct:title>BIRAFFE: Bio-Reactions and Faces for Emotion-based Personalization</dct:title>
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    <dcat:keyword>affect</dcat:keyword>
    <dcat:keyword>emotion</dcat:keyword>
    <dcat:keyword>ECG</dcat:keyword>
    <dcat:keyword>GSR</dcat:keyword>
    <dcat:keyword>physiological signals</dcat:keyword>
    <dcat:keyword>faces</dcat:keyword>
    <dcat:keyword>games</dcat:keyword>
    <dct:issued rdf:datatype="http://www.w3.org/2001/XMLSchema#date">2020-06-29</dct:issued>
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    <dct:description>&lt;p&gt;We present &lt;strong&gt;BIRAFFE&lt;/strong&gt;, a dataset consisting of &lt;em&gt;&lt;strong&gt;electrocardiogram (ECG)&lt;/strong&gt;&lt;/em&gt;, &lt;em&gt;&lt;strong&gt;galvanic skin reaction (GSR)&lt;/strong&gt;&lt;/em&gt; and changes in &lt;em&gt;&lt;strong&gt;facial expression&lt;/strong&gt;&lt;/em&gt; signals recorded during affect elicitation by means of &lt;em&gt;&lt;strong&gt;audio-visual stimuli&lt;/strong&gt;&lt;/em&gt; (from IADS and IAPS databases) and&amp;nbsp;our two proof-of-concept &lt;em&gt;&lt;strong&gt;affective games&lt;/strong&gt;&lt;/em&gt; (&amp;quot;Affective SpaceShooter 2&amp;quot; and &amp;quot;Fred Me Out 2&amp;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).&amp;nbsp;&lt;/p&gt; &lt;p&gt;Besides the signals, the dataset consists also of &lt;em&gt;&lt;strong&gt;subjects&amp;#39; self-assessment&lt;/strong&gt;&lt;/em&gt; of their affective state after each stimuli (with the use of two widgets: the first one with &lt;em&gt;&lt;strong&gt;5 emoticons&lt;/strong&gt;&lt;/em&gt; and the second with &lt;em&gt;&lt;strong&gt;valence and arousal&lt;/strong&gt;&lt;/em&gt; dimensions) and &lt;em&gt;&lt;strong&gt;&amp;quot;Big Five&amp;quot; personality traits&lt;/strong&gt;&lt;/em&gt; assessment (using NEO-FFI inventory).&lt;/p&gt; &lt;p&gt;For detailed description see &lt;em&gt;BIRAFFE-AfCAI2019-paper.pdf&lt;/em&gt;.&lt;br&gt; For preview of the files before downloading the whole dataset see &lt;em&gt;sample-SUB1107-[...]&lt;/em&gt;&amp;nbsp;files.&lt;/p&gt; &lt;p&gt;All documents and papers that report on research that uses the BIRAFFE dataset should acknowledge this by &lt;strong&gt;citing the paper&lt;/strong&gt;:&lt;br&gt; Kutt, K., Drążyk, D., Jemioło, P., Bobek, S., Giżycka, B., Rodriguez-Fernandez, V., &amp;amp; Nalepa, G. J. (2020). &amp;quot;BIRAFFE: Bio-Reactions and Faces for Emotion-based Personalization&amp;quot;. In G. J. Nalepa, J. M. Ferrandez, J. Palma, &amp;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/&lt;/p&gt;</dct:description>
    <dct:description>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/</dct:description>
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