Emotion dynamics in movie dialogues.

Emotion dynamics is a framework for measuring how an individual's emotions change over time. It is a powerful tool for understanding how we behave and interact with the world. In this paper, we introduce a framework to track emotion dynamics through one's utterances. Specifically we introd...

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Autores principales:	Will E Hipson, Saif M Mohammad
Formato:	article
Lenguaje:	EN
Publicado:	Public Library of Science (PLoS) 2021
Materias:	Medicine R Science Q
Acceso en línea:	https://doaj.org/article/d6a9624052954aae9d4134224b8f318d
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spelling	oai:doaj.org-article:d6a9624052954aae9d4134224b8f318d2021-12-02T20:08:10ZEmotion dynamics in movie dialogues.1932-620310.1371/journal.pone.0256153https://doaj.org/article/d6a9624052954aae9d4134224b8f318d2021-01-01T00:00:00Zhttps://doi.org/10.1371/journal.pone.0256153https://doaj.org/toc/1932-6203Emotion dynamics is a framework for measuring how an individual's emotions change over time. It is a powerful tool for understanding how we behave and interact with the world. In this paper, we introduce a framework to track emotion dynamics through one's utterances. Specifically we introduce a number of utterance emotion dynamics (UED) metrics inspired by work in Psychology. We use this approach to trace emotional arcs of movie characters. We analyze thousands of such character arcs to test hypotheses that inform our broader understanding of stories. Notably, we show that there is a tendency for characters to use increasingly more negative words and become increasingly emotionally discordant with each other until about 90% of the narrative length. UED also has applications in behavior studies, social sciences, and public health.Will E HipsonSaif M MohammadPublic Library of Science (PLoS)articleMedicineRScienceQENPLoS ONE, Vol 16, Iss 9, p e0256153 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Medicine R Science Q
spellingShingle	Medicine R Science Q Will E Hipson Saif M Mohammad Emotion dynamics in movie dialogues.
description	Emotion dynamics is a framework for measuring how an individual's emotions change over time. It is a powerful tool for understanding how we behave and interact with the world. In this paper, we introduce a framework to track emotion dynamics through one's utterances. Specifically we introduce a number of utterance emotion dynamics (UED) metrics inspired by work in Psychology. We use this approach to trace emotional arcs of movie characters. We analyze thousands of such character arcs to test hypotheses that inform our broader understanding of stories. Notably, we show that there is a tendency for characters to use increasingly more negative words and become increasingly emotionally discordant with each other until about 90% of the narrative length. UED also has applications in behavior studies, social sciences, and public health.
format	article
author	Will E Hipson Saif M Mohammad
author_facet	Will E Hipson Saif M Mohammad
author_sort	Will E Hipson
title	Emotion dynamics in movie dialogues.
title_short	Emotion dynamics in movie dialogues.
title_full	Emotion dynamics in movie dialogues.
title_fullStr	Emotion dynamics in movie dialogues.
title_full_unstemmed	Emotion dynamics in movie dialogues.
title_sort	emotion dynamics in movie dialogues.
publisher	Public Library of Science (PLoS)
publishDate	2021
url	https://doaj.org/article/d6a9624052954aae9d4134224b8f318d
work_keys_str_mv	AT willehipson emotiondynamicsinmoviedialogues AT saifmmohammad emotiondynamicsinmoviedialogues
_version_	1718375210957144064

Emotion dynamics in movie dialogues.

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