Emotional expression in oral history narratives: comparing results of automated verbal and nonverbal analyses
| Autor: | Truong, Khiet P., Westerhof, Gerben J., Lamers, Sanne M.A., De Jong, Franciska, Sools, Anneke |
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| Jazyk: | angličtina |
| Rok vydání: | 2013 |
| Předmět: |
000 Computer science
knowledge general works CR-I.2.7 05 social sciences 050109 social psychology 02 engineering and technology Verbal emotional expression Narrative psychology CR-H.3.1 Nonverbal emotional expression Automatic human behavior analysis CR-H.3.7 Automatic content analysis Computer Science 0202 electrical engineering electronic engineering information engineering 020201 artificial intelligence & image processing 0501 psychology and cognitive sciences |
| Zdroj: | Proceedings of the Workshop on Computational Models of Narrative, CMN 2013, 310-314 STARTPAGE=310;ENDPAGE=314;TITLE=Proceedings of the Workshop on Computational Models of Narrative, CMN 2013 |
| Popis: | 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. |
| Databáze: | OpenAIRE |
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