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Increase of Collectivistic Expression in China During the COVID-19 Outbreak: An Empirical Study on Online Social Networks 期刊论文
FRONTIERS IN PSYCHOLOGY, 2021, 卷号: 12, 页码: 9
Authors:  Han, Nuo;  Ren, Xiaopeng;  Wu, Peijing;  Liu, Xiaoqian;  Zhu, Tingshao
Adobe PDF(397Kb)  |  Favorite  |  View/Download:74/1  |  Submit date:2021/06/14
collectivism  pathogen-prevalence hypothesis  online social networks  big data  COVID-19  
Automatic mental health identification method based on natural gait pattern 期刊论文
PSYCH JOURNAL, 2021, 页码: 12
Authors:  Miao, Beibei;  Liu, Xiaoqian;  Zhu, Tingshao
Adobe PDF(1430Kb)  |  Favorite  |  View/Download:70/1  |  Submit date:2021/03/29
anxiety  depression  gait analysis  mental health automatic recognition  
How Can People Express Their Trait Self-Esteem Through Their Faces in 3D Space? 期刊论文
FRONTIERS IN PSYCHOLOGY, 2021, 卷号: 12, 页码: 9
Authors:  Wang, Xiaoyang;  Liu, Xiaoqian;  Wang, Yuqian;  Zhu, Tingshao
Adobe PDF(479Kb)  |  Favorite  |  View/Download:58/0  |  Submit date:2021/04/01
facial expressions  three-dimensional data  gender  logistic regression  trait self-esteem  two-way ANOVA  
Examining the Correlation Between Depression and Social Behavior on Smartphones Through Usage Metadata: Empirical Study 期刊论文
JMIR MHEALTH AND UHEALTH, 2021, 卷号: 9, 期号: 1, 页码: 13
Authors:  Wang, Yameng;  Ren, Xiaotong;  Liu, Xiaoqian;  Zhu, Tingshao
Adobe PDF(433Kb)  |  Favorite  |  View/Download:57/1  |  Submit date:2021/03/01
depression  digital phenotyping  social behavior  smartphone usage  mobile sensing  
Exploring the Psychological Effects of COVID-19 Home Confinement in China: A Psycho-Linguistic Analysis on Weibo Data Pool 期刊论文
Frontiers in Psychology, 2021, 卷号: 12, 页码: 1-11
Authors:  Peijing Wu;  Nan Zhao;  Sijia Li;  Zeyu Liu;  Yilin Wang;  Tianli Liu;  Xiaoqian Liu;  Tingshao Zhu
Adobe PDF(780Kb)  |  Favorite  |  View/Download:31/0  |  Submit date:2021/06/08
home confinement  mental health  COVID-19  psycho-linguistic analysis  LIWC  activity restriction  
基于社交媒体数据的心理指标识别建模:机器学习的方法 期刊论文
心理科学进展, 2021, 卷号: 29, 期号: 04, 页码: 571-585
Authors:  苏悦;  刘明明;  赵楠;  刘晓倩;  朱廷劭
Adobe PDF(1474Kb)  |  Favorite  |  View/Download:51/1  |  Submit date:2021/05/19
心理建模  心理测量  社交媒体  机器学习  心理预测模型  
Exploring the Changes of Suicide Probability During COVID-19 Among Chinese Weibo Users 期刊论文
Crisis, 2021
Authors:  Sijia Li;  Jia Xue;  Xiaoqian Liu;  Peijing Wu;  Tianli Liu;  Meng Zhu;  Nan Zhao;  Tingshao Zhu
Favorite  |  View/Download:3/0  |  Submit date:2021/11/11
COVID-19  Weibo  online ecological recognition  online social networks  public health emergencies  suicide prevention  suicide probability  
Stigma toward Wuhan people during the COVID-19 epidemic: an exploratory study based on social media 期刊论文
BMC Public Health, 2021
Authors:  Yazheng Di;  Ang Li;  He Li;  Peijing Wu;  Simin Yang;  Meng Zhu;  Tingshao Zhu;  Xiaoqian Liu
Favorite  |  View/Download:3/0  |  Submit date:2021/11/11
COVID-19  Infectious disease  Social media  Stigma  Weibo  
Detecting Depression Through Gait Data: Examining the Contribution of Gait Features in Recognizing Depression 期刊论文
FRONTIERS IN PSYCHIATRY, 2021, 页码: 1-10
Authors:  Yameng Wang;  Jingying Wang;  Xiaoqian Liu;  Tingshao Zhu
Adobe PDF(1098Kb)  |  Favorite  |  View/Download:20/0  |  Submit date:2021/06/08
depression  gait analysis  machine learning  diagnosis  skeletal joints  
Subjective Well-Being of Chinese Sina Weibo Users in Residential Lockdown During the COVID-19 Pandemic: Machine Learning Analysis 期刊论文
JOURNAL OF MEDICAL INTERNET RESEARCH, 2020, 卷号: 22, 期号: 12, 页码: 13
Authors:  Wang, Yilin;  Wu, Peijing;  Liu, Xiaoqian;  Li, Sijia;  Zhu, Tingshao;  Zhao, Nan
Adobe PDF(359Kb)  |  Favorite  |  View/Download:79/2  |  Submit date:2021/03/01
COVID-19  residential lockdown  subjective well-being  online ecological recognition