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Replicability and reproducibility of data-intensive design research using workflows - example in facial expression synchrony as a measure of empathy.

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Title: Replicability and reproducibility of data-intensive design research using workflows - example in facial expression synchrony as a measure of empathy.
Authors: Ikäheimonen, Arsi1 (AUTHOR), Li, Jie2,3 (AUTHOR), Yao, Kai1 (AUTHOR), Zuo, Si4 (AUTHOR), Aledavood, Talayeh1 (AUTHOR), Hölttä-Otto, Katja5 (AUTHOR) katja.holttaotto@unimelb.edu.au
Source: Journal of Engineering Design. Dec2025, Vol. 36 Issue 12, p2183-2203. 21p.
Database: Academic Search Ultimate
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  Data: Replicability and reproducibility of data-intensive design research using workflows - example in facial expression synchrony as a measure of empathy.
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  Data: <searchLink fieldCode="AR" term="%22Ikäheimonen%2C+Arsi%22">Ikäheimonen, Arsi</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Li%2C+Jie%22">Li, Jie</searchLink><relatesTo>2,3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Yao%2C+Kai%22">Yao, Kai</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Zuo%2C+Si%22">Zuo, Si</searchLink><relatesTo>4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Aledavood%2C+Talayeh%22">Aledavood, Talayeh</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Hölttä-Otto%2C+Katja%22">Hölttä-Otto, Katja</searchLink><relatesTo>5</relatesTo> (AUTHOR)<i> katja.holttaotto@unimelb.edu.au</i>
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  Data: <searchLink fieldCode="JN" term="%22Journal+of+Engineering+Design%22">Journal of Engineering Design</searchLink>. Dec2025, Vol. 36 Issue 12, p2183-2203. 21p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=189876560
RecordInfo BibRecord:
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      – Type: doi
        Value: 10.1080/09544828.2024.2396194
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      – Code: eng
        Text: English
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        PageCount: 21
        StartPage: 2183
    Titles:
      – TitleFull: Replicability and reproducibility of data-intensive design research using workflows - example in facial expression synchrony as a measure of empathy.
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          Name:
            NameFull: Ikäheimonen, Arsi
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            NameFull: Li, Jie
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            NameFull: Yao, Kai
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            NameFull: Zuo, Si
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            NameFull: Aledavood, Talayeh
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            NameFull: Hölttä-Otto, Katja
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          Dates:
            – D: 01
              M: 12
              Text: Dec2025
              Type: published
              Y: 2025
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              Value: 36
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            – TitleFull: Journal of Engineering Design
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