PSYCH OpenIR  > 社会与工程心理学研究室
Sensing Subjective Well-being from Social Media
Bibo Hao1; Lin Li2; Rui Gao1; Ang Li1; Tingshao Zhu1
First AuthorBibo Hao
Conference Name不详
Source Publication不详
Conference Date不详
Conference Place不详

Subjective Well-being(SWB), which refers to how people ex-
perience the quality of their lives, is of great use to public policy-makers
as well as economic, sociological research, etc. Traditionally, the mea-
surement of SWB relies on time-consuming and costly self-report ques-
tionnaires. Nowadays, people are motivated to share their experiences
and feelings on social media, so we propose to sense SWB from the vast
user generated data on social media. By utilizing 1785 users' social media
data with SWB labels, we train machine learning models that are able
to \sense" individual SWB from users' social media. Our model, which
attains the state-by-art prediction accuracy, can then be used to identify
SWB of large population of social media users in time with very low cost.

KeywordSubjective Well-being Social Media Machine Learning
DOI10.1007/978-3-319-09912-5_27 · Source: arXiv
Citation statistics
Document Type会议论文
Affiliation1.fInstitute of Psychology, University of Chinese Academy of Sciencesg, CAS
2.School of Humanities and Social Sciences, Nanyang Technological University
Recommended Citation
GB/T 7714
Bibo Hao,Lin Li,Rui Gao,et al. Sensing Subjective Well-being from Social Media[C],2014.
Files in This Item:
File Name/Size DocType Version Access License
Sensing Subjective W(576KB)会议论文 限制开放CC BY-NC-SAView Application Full Text
Related Services
Recommend this item
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Bibo Hao]'s Articles
[Lin Li]'s Articles
[Rui Gao]'s Articles
Baidu academic
Similar articles in Baidu academic
[Bibo Hao]'s Articles
[Lin Li]'s Articles
[Rui Gao]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Bibo Hao]'s Articles
[Lin Li]'s Articles
[Rui Gao]'s Articles
Terms of Use
No data!
Social Bookmark/Share
File name: Sensing Subjective WellBeing from Social Media.pdf
Format: Adobe PDF
All comments (0)
No comment.

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.