Emotional Reactions in Information Dissemination Through the Lens of SOR Theory

Hsiao Ting Tseng, Xin Cheng Dong, Shu Chiung Lin, Jian Mou

研究成果: 書貢獻/報告類型會議論文篇章同行評審

摘要

Social media has changed the readers' consumption of news. Traditionally, news reports must be neutral and objective. However, digital news is inundated with emotion-laden clickbait, which increases the likelihood of users being exposed to a negative news environment. As such, this study explores the chain effect of information sentiment dissemination in relation to the generation characteristics of news text content. News is collected from mainstream media and a BERT model is trained to classify the headlines that influence readers and listeners' emotions. In addition, stimulus-organism-response theory is used to understand the stimuli effects of online news in social media on audiences, including if readers are willing to turn psychological stimuli into action reposts, subsequent emotional expression or discussion of topics, and other stimuli-response chain reactions. Results show that the sentiment in news headlines significantly affects the readers' dissemination behavior and subsequent emotional responses. This study allows journalism and their readers to understand the challenges they face in the digital news environment.

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主出版物標題Proceedings of the 57th Annual Hawaii International Conference on System Sciences, HICSS 2024
編輯Tung X. Bui
發行者IEEE Computer Society
頁面640-649
頁數10
ISBN(電子)9780998133171
出版狀態已出版 - 2024
事件57th Annual Hawaii International Conference on System Sciences, HICSS 2024 - Honolulu, United States
持續時間: 3 1月 20246 1月 2024

出版系列

名字Proceedings of the Annual Hawaii International Conference on System Sciences
ISSN(列印)1530-1605

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???event.eventtypes.event.conference???57th Annual Hawaii International Conference on System Sciences, HICSS 2024
國家/地區United States
城市Honolulu
期間3/01/246/01/24

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