Unveiling the dynamics of emotions in society through an analysis of online social network conversations

Name: Unveiling the dynamics of emotions in society through an analysis of online social network conversations
Author: Sener, B., Akpinar, E., Ataman, Mehmet Berk

İsim	Unveiling the dynamics of emotions in society through an analysis of online social network conversations
Yazar	Sener, B., Akpinar, E., Ataman, Mehmet Berk
Basım Tarihi:	2023-09-11
Basım Yeri	- Springer Nature
Tür	Süreli Yayın
Dil	İngilizce
Dijital	Evet
Yazma	Hayır
Kütüphane:	Özyeğin Üniversitesi
Demirbaş Numarası	2045-2322
Kayıt Numarası	0e67136e-5399-4563-b23c-4bb56e4f0dc7
Lokasyon	Business Administration
Tarih	2023-09-11
Notlar	Bilim Akademisi ; Sabancı Üniversitesi
Örnek Metin	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

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Unveiling the dynamics of emotions in society through an analysis of online social network conversations

Yazar Sener, B., Akpinar, E., Ataman, Mehmet Berk

Basım Tarihi 2023-09-11

Basım Yeri - Springer Nature

Tür Süreli Yayın

Dil İngilizce

Dijital Evet

Yazma Hayır

Kütüphane Özyeğin Üniversitesi

Demirbaş Numarası 2045-2322

Kayıt Numarası 0e67136e-5399-4563-b23c-4bb56e4f0dc7

Lokasyon Business Administration

Tarih 2023-09-11

Notlar Bilim Akademisi ; Sabancı Üniversitesi

Örnek Metin 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