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PSYCH OpenIR

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Developing a machine learning-based instrument for subjective well-being assessment on Weibo and its psychological significance: An evaluative and interpretive research 期刊论文
APPLIED PSYCHOLOGY-HEALTH AND WELL BEING, 2024, 页码: 20
作者:  Han, Nuo;  Wen, Yeye;  Wang, Bowen;  Huang, Feng;  Liu, Xiaoqian;  Li, Linyan;  Zhu, Tingshao
收藏  |  浏览/下载：128/0  |  提交时间：2024/09/18
domain knowledge  life satisfaction  machine learning  social media  subjective well-being  Weibo  
KETCH: A Knowledge-Enhanced Transformer-Based Approach to Suicidal Ideation Detection from Social Media Content 期刊论文
INFORMATION SYSTEMS RESEARCH, 2024, 页码: 28
作者:  Zhang, Dongsong;  Zhou, Lina;  Tao, Jie;  Zhu, Tingshao;  Gao, Guodong (Gordon)
收藏  |  浏览/下载：87/0  |  提交时间：2024/07/09
suicidal ideation detection  social media  domain knowledge  lexicon  transformer  representation enhancement  
Impact of COVID-19 on negative body image: Evidence based on social media data 期刊论文
Social Science and Medicine, 2024, 卷号: 340, 页码: 7
作者:  Xinyu Ji;  Taotao Zhan;  Tingshao Zhu
Adobe PDF(2240Kb)  |  收藏  |  浏览/下载：203/0  |  提交时间：2024/01/02
Negative body image  Panel-data analysis  China  Coronavirus disease 2019  Social media  
Climatic and Economic Background Determine the Disparities in Urbanites' Expressed Happiness during the Summer Heat 期刊论文
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2023, 卷号: 57, 期号: 30, 页码: 10951-10961
作者:  Cheng, Yingyi;  Yu, Zhaowu;  Xu, Chi;  Manoli, Gabriele;  Ren, Xiaopeng;  Zhang, Jinguang;  Liu, Yawen;  Yin, Rui;  Zhao, Bing;  Vejre, Henrik
Adobe PDF(10735Kb)  |  收藏  |  浏览/下载：126/0  |  提交时间：2023/10/09
mental health  well-being  thermal threshold  social media  sentiment analysis  backgroundclimate  economic context  
Identifying Chinese social media users' need for affect from their online behaviors 期刊论文
FRONTIERS IN PUBLIC HEALTH, 2023, 卷号: 10, 页码: 12
作者:  Deng, Hong;  Zhao, Nan;  Wang, Yilin
Adobe PDF(710Kb)  |  收藏  |  浏览/下载：140/0  |  提交时间：2023/02/27
need for affect  social media  online behavior  mental health  machine learning  Extreme Gradient Boosting  
Exploring the impact of Chuangguandong Movement on individualism in China based on Sina Weibo information 期刊论文
FRONTIERS IN PSYCHOLOGY, 2023, 卷号: 13, 页码: 11
作者:  Wang, Yan;  Ren, Xiaopeng
Adobe PDF(690Kb)  |  收藏  |  浏览/下载：171/0  |  提交时间：2023/03/01
individualism  voluntary frontier settlement hypothesis  Chuangguandong Movement  social media  Sina Weibo  
Sensing Psychological Well-being Using Social Media Language: Prediction Model Development Study 期刊论文
JOURNAL OF MEDICAL INTERNET RESEARCH, 2023, 卷号: 25, 页码: 16
作者:  Nuo Han;  Sijia Li;  Feng Huang;  Yeye Wen;  Xiaoyang Wang;  Xiaoqian Liu;  Linyan Li;  Tingshao Zhu
Adobe PDF(1109Kb)  |  收藏  |  浏览/下载：304/46  |  提交时间：2023/06/24
domain knowledge  ground truth  lexicon  linguistic  machine learning  mental health  model  mental wellbeing  predict  psychological well-being  social media  
Climatic and Economic Background Determine the Disparities in rbanites' Expressed Happiness during the Summer Heat 期刊论文
Environmental Science and Technology, 2023
作者:  Cheng, Yingyi;  Yu, Zhaowu;  Xu, Chi;  Manoli, Gabriele;  Ren, Xiaopeng;  Zhang, Jinguang;  Liu, Yawen;  Yin, Rui;  Zhao, Bing;  Vejre, Henrik
Adobe PDF(10745Kb)  |  收藏  |  浏览/下载：71/0  |  提交时间：2023/08/21
mental health  well-being  thermal threshold  social media  sentiment analysis  background climate  economic context  
How social media expression can reveal personality 期刊论文
Front. Psychiatry, 2023, 卷号: 14, 期号: 1052844
作者:  Nuo Han;  Sijia Li;  Feng Huang;  Yeye Wen;  Yue Su;  Linyan Li;  Xiaoqian Liu;  Tingshao Zhu
Adobe PDF(1486Kb)  |  收藏  |  浏览/下载：135/1  |  提交时间：2023/08/21
personality  social media  machine learning  domain knowledge  psychological lexicons  mental health  Big Five  
Automatic Identification of a Depressive State in Primary Care 期刊论文
HEALTHCARE, 2022, 卷号: 10, 期号: 12, 页码: 9
作者:  Liu, Xiaoqian;  Wang, Xiaoyang
Adobe PDF(1003Kb)  |  收藏  |  浏览/下载：111/0  |  提交时间：2023/01/30
depression  CES-D  facial movements  primary care  social media