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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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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). |
format | Online Article Text |
id | pubmed-5231282 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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