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Documents authored by Sools, Anneke

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Sools, Anneke

Document
DOI: 10.4230/OASIcs.CMN.2013.310
Emotional Expression in Oral History Narratives: Comparing Results of Automated Verbal and Nonverbal Analyses

Authors: Khiet P. Truong, Gerben J. Westerhof, Sanne M.A. Lamers, Franciska de Jong, and Anneke Sools

Published in: OASIcs, Volume 32, 2013 Workshop on Computational Models of Narrative

Abstract
Audiovisual collections of narratives about war-traumas are rich in descriptions of personal and emotional experiences which can be expressed through verbal and nonverbal means. We complement a commonly used verbal analysis with a nonverbal one to study emotional developments in narratives. Using automatic text, vocal, and facial expression analysis we found that verbal emotional expressions do not correspond much to nonverbal ones. This observation may have important implications for the way narratives traditionally are being studied. We aim to understand how different modes of narrative expression relate to each other, and to enrich digital audiovisual interview collections with emotion-oriented tags.
Cite as

Khiet P. Truong, Gerben J. Westerhof, Sanne M.A. Lamers, Franciska de Jong, and Anneke Sools. Emotional Expression in Oral History Narratives: Comparing Results of Automated Verbal and Nonverbal Analyses. In 2013 Workshop on Computational Models of Narrative. Open Access Series in Informatics (OASIcs), Volume 32, pp. 310-314, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2013)

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@InProceedings{truong_et_al:OASIcs.CMN.2013.310,
  author =	{Truong, Khiet P. and Westerhof, Gerben J. and Lamers, Sanne M.A. and de Jong, Franciska and Sools, Anneke},
  title =	{{Emotional Expression in Oral History Narratives: Comparing Results of Automated Verbal and Nonverbal Analyses}},
  booktitle =	{2013 Workshop on Computational Models of Narrative},
  pages =	{310--314},
  series =	{Open Access Series in Informatics (OASIcs)},
  ISBN =	{978-3-939897-57-6},
  ISSN =	{2190-6807},
  year =	{2013},
  volume =	{32},
  editor =	{Finlayson, Mark A. and Fisseni, Bernhard and L\"{o}we, Benedikt and Meister, Jan Christoph},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/OASIcs.CMN.2013.310},
  URN =		{urn:nbn:de:0030-drops-41461},
  doi =		{10.4230/OASIcs.CMN.2013.310},
  annote =	{Keywords: narrative psychology, automatic human behavior analysis, automatic content analysis, verbal emotional expression, nonverbal emotional expression}
}

Sools, Anneke M.

Document
DOI: 10.4230/OASIcs.CMN.2016.5
Exploring “Letters from the Future” by Visualizing Narrative Structure

Authors: Sytske Wiegersma, Anneke M. Sools, and Bernard P. Veldkamp

Published in: OASIcs, Volume 53, 7th Workshop on Computational Models of Narrative (CMN 2016)

Abstract
The growing supply of online mental health tools, platforms and treatments results in an enormous quantity of digital narrative data to be structured, analysed and interpreted. Natural Language Processing is very suitable to automatically extract textual and structural features from narratives. Visualizing these features can help to explore patterns and shifts in text content and structure. In this study, streamgraphs are developed for different types of "Letters from the Future", an online mental health promotion instrument. The visualizations show differences between as well as within the different letter types, providing directions for future research in both the visualization of narrative structure and in the field of narrative psychology. The method presented here is not limited to "Letters from the Future", the current object of study, but can in fact be used to explore any digital or digitalized textual source, like books, speech transcripts or email conversations.
Cite as

Sytske Wiegersma, Anneke M. Sools, and Bernard P. Veldkamp. Exploring “Letters from the Future” by Visualizing Narrative Structure. In 7th Workshop on Computational Models of Narrative (CMN 2016). Open Access Series in Informatics (OASIcs), Volume 53, pp. 5:1-5:18, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2016)

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@InProceedings{wiegersma_et_al:OASIcs.CMN.2016.5,
  author =	{Wiegersma, Sytske and Sools, Anneke M. and Veldkamp, Bernard P.},
  title =	{{Exploring “Letters from the Future” by Visualizing Narrative Structure}},
  booktitle =	{7th Workshop on Computational Models of Narrative (CMN 2016)},
  pages =	{5:1--5:18},
  series =	{Open Access Series in Informatics (OASIcs)},
  ISBN =	{978-3-95977-020-0},
  ISSN =	{2190-6807},
  year =	{2016},
  volume =	{53},
  editor =	{Miller, Ben and Lieto, Antonio and Ronfard, R\'{e}mi and Ware, Stephen G. and Finlayson, Mark A.},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/OASIcs.CMN.2016.5},
  URN =		{urn:nbn:de:0030-drops-67064},
  doi =		{10.4230/OASIcs.CMN.2016.5},
  annote =	{Keywords: Text visualization, NLP, Narrative structure}
}
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