The voice of Twitter: observable subjective well-being inferred
Por um escritor misterioso
Descrição
As one of the major platforms of communication, social networks have become a valuable source of opinions and emotions. Considering that sharing of emotions offline and online is quite similar, historical posts from social networks seem to be a valuable source of data for measuring observable subjective well-being (OSWB). In this study, we calculated OSWB indices for the Russian-speaking segment of Twitter using the Affective Social Data Model for Socio-Technical Interactions. This model utilises demographic information and post-stratification techniques to make the data sample representative, by selected characteristics, of the general population of a country. For sentiment analysis, we fine-tuned RuRoBERTa-Large on RuSentiTweet and achieved new state-of-the-art results of F1 = 0.7229. Several calculated OSWB indicators demonstrated moderate Spearman’s correlation with the traditional survey-based net affect (rs = 0.469 and rs = 0.5332, p < 0.05) and positive affect (rs = 0.5177 and rs = 0.548, p < 0.05) indices in Russia.
![The voice of Twitter: observable subjective well-being inferred](https://i1.rgstatic.net/ii/profile.image/278619088801803-1443439375579_Q64/Benjamin-Hirsch-2.jpg)
The voice of Twitter: observable subjective well-being inferred from tweets in Russian
![The voice of Twitter: observable subjective well-being inferred](https://pubs.acs.org/cms/10.1021/acsomega.3c02897/asset/images/medium/ao3c02897_0009.gif)
An Update on Strategies to Deliver Protein and Peptide Drugs to the Eye
![The voice of Twitter: observable subjective well-being inferred](https://d3i71xaburhd42.cloudfront.net/bec332199743c1546a6463ee05894c5752a4882f/8-Table4-1.png)
PDF] Sentiment Index of the Russian Speaking Facebook
![The voice of Twitter: observable subjective well-being inferred](https://i1.rgstatic.net/publication/339959122_An_Italian_Composite_Subjective_Well-Being_Index_The_Voice_of_Twitter_Users_from_2012_to_2017/links/5e7059aaa6fdccc06e94ae1a/largepreview.png)
An Italian Composite Subjective Well-Being Index: The Voice of Twitter Users from 2012 to 2017
![The voice of Twitter: observable subjective well-being inferred](https://media.springernature.com/m685/springer-static/image/art%3A10.1038%2Fs41386-021-01092-5/MediaObjects/41386_2021_1092_Fig3_HTML.png)
The prefrontal cortex and (uniquely) human cooperation: a comparative perspective
![The voice of Twitter: observable subjective well-being inferred](https://www.mdpi.com/mathematics/mathematics-10-02947/article_deploy/html/images/mathematics-10-02947-g001.png)
Mathematics, Free Full-Text
![The voice of Twitter: observable subjective well-being inferred](https://media.springernature.com/lw685/springer-static/image/art%3A10.1007%2Fs13278-021-00815-2/MediaObjects/13278_2021_815_Fig10_HTML.png)
Amplifying influence through coordinated behaviour in social networks
![The voice of Twitter: observable subjective well-being inferred](https://media.springernature.com/full/springer-static/image/art%3A10.1038%2Fs42256-023-00720-7/MediaObjects/42256_2023_720_Fig1_HTML.png)
Influencing human–AI interaction by priming beliefs about AI can increase perceived trustworthiness, empathy and effectiveness
![The voice of Twitter: observable subjective well-being inferred](https://media.springernature.com/m685/springer-static/image/art%3A10.1186%2Fs12879-021-06357-4/MediaObjects/12879_2021_6357_Fig1_HTML.png)
COVID-19 false dichotomies and a comprehensive review of the evidence regarding public health, COVID-19 symptomatology, SARS-CoV-2 transmission, mask wearing, and reinfection, BMC Infectious Diseases
![The voice of Twitter: observable subjective well-being inferred](https://www.cell.com/cms/attachment/294cc5eb-915f-4cd0-beaa-5da461c304be/gr1_lrg.jpg)
A Multi-Brain Framework for Social Interaction: Trends in Neurosciences
![The voice of Twitter: observable subjective well-being inferred](https://i1.rgstatic.net/ii/profile.image/596077505949706-1519127360813_Q64/Konstantin-Platonov-2.jpg)
The voice of Twitter: observable subjective well-being inferred from tweets in Russian
![The voice of Twitter: observable subjective well-being inferred](https://www.researchgate.net/publication/362715161/figure/tbl1/AS:11431281079381696@1660701087676/Gender-distribution-for-Odnoklassniki-audience-in-2021-Source-127.png)
Gender distribution for Odnoklassniki audience in 2021. Source: [127].
![The voice of Twitter: observable subjective well-being inferred](https://media.springernature.com/lw685/springer-static/image/art%3A10.1007%2Fs13278-021-00815-2/MediaObjects/13278_2021_815_Fig7_HTML.png)
Amplifying influence through coordinated behaviour in social networks
![The voice of Twitter: observable subjective well-being inferred](https://www.mdpi.com/mathematics/mathematics-10-02947/article_deploy/html/images/mathematics-10-02947-g002.png)
Mathematics, Free Full-Text
de
por adulto (o preço varia de acordo com o tamanho do grupo)