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Interplay between Public Attention and Public Emotion toward Multiple Social Issues on Twitter

This study aims to elucidate the intricate interplay between public attention and public emotion toward multiple social issues. A theoretical framework is developed based on three perspectives including endogenous affect hypothesis, affect transfer hypothesis, and affective intelligence theory. Larg...

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Detalles Bibliográficos
Autores principales: Peng, Tai-Quan, Sun, Guodao, Wu, Yingcai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5231282/
https://www.ncbi.nlm.nih.gov/pubmed/28081117
http://dx.doi.org/10.1371/journal.pone.0167896
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author Peng, Tai-Quan
Sun, Guodao
Wu, Yingcai
author_facet Peng, Tai-Quan
Sun, Guodao
Wu, Yingcai
author_sort Peng, Tai-Quan
collection PubMed
description This study aims to elucidate the intricate interplay between public attention and public emotion toward multiple social issues. A theoretical framework is developed based on three perspectives including endogenous affect hypothesis, affect transfer hypothesis, and affective intelligence theory. Large-scale longitudinal data with 265 million tweets on five social issues are analyzed using a time series analytical approach. Public attention on social issues can influence public emotion on the issue per se. Social issues interact with one another to attract public attention in both cooperative and competitive ways. Instead of a direct transfer from public emotion to public attention, the public emotion toward a social issue moderates the interaction between the issue and other issue(s).
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spelling pubmed-52312822017-01-31 Interplay between Public Attention and Public Emotion toward Multiple Social Issues on Twitter Peng, Tai-Quan Sun, Guodao Wu, Yingcai PLoS One Research Article This study aims to elucidate the intricate interplay between public attention and public emotion toward multiple social issues. A theoretical framework is developed based on three perspectives including endogenous affect hypothesis, affect transfer hypothesis, and affective intelligence theory. Large-scale longitudinal data with 265 million tweets on five social issues are analyzed using a time series analytical approach. Public attention on social issues can influence public emotion on the issue per se. Social issues interact with one another to attract public attention in both cooperative and competitive ways. Instead of a direct transfer from public emotion to public attention, the public emotion toward a social issue moderates the interaction between the issue and other issue(s). Public Library of Science 2017-01-12 /pmc/articles/PMC5231282/ /pubmed/28081117 http://dx.doi.org/10.1371/journal.pone.0167896 Text en © 2017 Peng et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Peng, Tai-Quan
Sun, Guodao
Wu, Yingcai
Interplay between Public Attention and Public Emotion toward Multiple Social Issues on Twitter
title Interplay between Public Attention and Public Emotion toward Multiple Social Issues on Twitter
title_full Interplay between Public Attention and Public Emotion toward Multiple Social Issues on Twitter
title_fullStr Interplay between Public Attention and Public Emotion toward Multiple Social Issues on Twitter
title_full_unstemmed Interplay between Public Attention and Public Emotion toward Multiple Social Issues on Twitter
title_short Interplay between Public Attention and Public Emotion toward Multiple Social Issues on Twitter
title_sort interplay between public attention and public emotion toward multiple social issues on twitter
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5231282/
https://www.ncbi.nlm.nih.gov/pubmed/28081117
http://dx.doi.org/10.1371/journal.pone.0167896
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