Author
Sener, B., Akpinar, E., Ataman, Mehmet Berk
Publication Date
2023-09-11
Publication Place
-
Springer Nature
Type
Periodical
Language
English
Digital
Yes
Manuscript
No
Library
Özyeğin University
Library Asset ID
2045-2322
Record ID
0e67136e-5399-4563-b23c-4bb56e4f0dc7
Library Location
Business Administration
Date
2023-09-11
Notes
Bilim Akademisi ; Sabancı Üniversitesi
Sample Text
Social networks can provide insights into the emotions expressed by a society. However, the dynamic nature of emotions presents a significant challenge for policymakers, politicians, and communication professionals who seek to understand and respond to changes in emotions over time. To address this challenge, this paper investigates the frequency, duration, and transition of 24 distinct emotions over a 2-year period, analyzing more than 5 million tweets. The study shows that emotions with lower valence but higher dominance and/or arousal are more prevalent in online social networks. Emotions with higher valence and arousal tend to last longer, while dominant emotions tend to have shorter durations. Emotions occupying the conversations predominantly inhibit others with similar valence and dominance, and higher arousal. Over a month, emotions with similar valences tend to prevail in online social network conversations.
DOI
10.1038/s41598-023-41573-9
Cilt
13
