学术成果

Hongyi Li, Guo Feng, Tingshao Zhu* (2026). The Impact of Online Argumentation Strategies on Audience Persuasion: The Moderating Effect of the Big Five Personality. In: Meng X, Wang L, Chen H, et al, eds. Big Data and Social Computing: BDSC 2025. Communications in Computer and Information Science, vol 2622. Singapore: Springer, pp. 247-253.

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Fei Wang*, Yibo Wu*, Tingshao Zhu* (2026). Summer temperatures, depressive symptoms, and health-related quality of life: a study of residents in 263 Chinese cities. Environment International 209:110192.

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Shuang Xu, Zili Zhou, Nan Zhao* (2026). How topic content shapes LLM personality-tailored persuasion: semantic anchoring and topic stereotype effects. Front. Psychiatry 17:1756792.

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Ji, Xinyu, Liu, Zeyu, Zhu, Tingshao* (2026). Clan ties, collective minds: The persistent impact of Chinese kinship structures on modern collectivism. Humanities and Social Sciences Communications.

刘天俐*, 董一萱, 杨婷, 叶兆辉, 杨帆, 张雨琪, 黄博文, 朱廷劭 (2025). 生育动机量表的编制和信效度检验.人口与发展,31(02). 导入自课题组论文清单.

王艺霖, 赵楠, 朱廷劭** (2025). 人工智能赋能心理特征的维度构建与自动化测量：以国家刻板印象为例.心理科学,48(4),997-1008. 导入自课题组论文清单.

黄峰, 丁慧敏, 李思嘉, 韩诺, 狄雅政, 刘晓倩, 赵楠, 李林妍, 朱廷劭* (2025). 基于大语言模型的自助式AI心理咨询系统构建及其效果评估.心理学报,57(11),2022-2042. 导入自课题组论文清单.

章彦博#, 黄峰#, 莫柳铃, 刘晓倩, 朱廷劭* (2025). 基于大语言模型的自杀意念文本数据增强与识别技术.心理学报,57(6),987-1000. 导入自课题组论文清单.

Yazheng Di, Elior Rahmani, Joel Mefford, Jinhan Wang, Vijay Ravi, Aditya Gorla, Abeer Alwan, Kenneth S. Kendler, Tingshao Zhu*, Jonathan Flint* (2025). Unraveling the associations between voice pitch and major depressive disorder: a multisite genetic study. Molecular Psychiatry 30:2686-2695.

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Dengke Xia, Yue Su, Mengyao Song, Tingshao Zhu, Nan Zhao*, Hongwei Sun* (2025). The influence of audience's regulatory focus on the persuasive effect of different pro-vaccine messages. PLoS ONE 20(8):e0328638.

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Liuling Mo, He Li, Yanbo Zhang, Ang Li, Ziyue Xiong, Peixin Cun, Tingshao Zhu* (2025). Self-help psychological intervention for young individuals during the post-COVID-19 era: development of a PST chatbot using GPT-4. Front. Digit. Health 7:1627268.

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Xuan Zhang, Tingshao Zhu, Baobin Li* (2025). Online Social Behaviors: Robust and Stable Features for Detecting Microblog Bots. IEEE Transactions on Computational Social Systems 12(2):671-681.

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Ting Yang, Josephine Yi, Tingshao Zhu, Tianli Liu* (2025). Marriage timing and depressive symptoms: insights from social clock theory. Cogent Psychology 12:2435095.

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Feng Huang#, Xia Sun#, Aizhu Mei, Yilin Wang, Huimin Ding, Tingshao Zhu* (2025). LLM Plus Machine Learning Outperform Expert Rating to Predict Life Satisfaction From Self-Statement Text. IEEE Transactions on Computational Social Systems 12(3):1092-1099.

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Sihui Ge, Sihua Lyu, Yazheng Di, Yue Su, Qian Luo, Aizhu Mei, Tingshao Zhu* (2025). Identifying Opponent's Neuroticism Based on Behavior in Wargame. Behavioral Sciences 15(8):1012.

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Dang Ding, Weiwei Xu, Xiaoqian Liu, Tingshao Zhu* (2025). Facial video based stress detection for enhancing ecological validity. Acta Psychologica 255:104877.

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Xueting Cui, Yun Gu, Hui Fang*, Tingshao Zhu* (2025). Development and evaluation of LLM-based suicide intervention chatbot. Front. Psychiatry 16:1634714.

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Xinyu Ji#, Jingshen Xue#, Siyi Chen, Tingshao Zhu* (2025). Automating Social Science: LLMs vs. Human Experts in Variable Relationship Identification. Collabra: Psychology 11(1):144442.

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Dengke Xia, Mengyao Song, Tingshao Zhu* (2025). A comparison of the persuasiveness of human and ChatGPT generated pro-vaccine messages for HPV. Front. Public Health 12:1515871.

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崔雪婷, 古赟, 朱廷劭 (2024). 基于大语言模型的自杀干预方法研究.首届心理危机干预技术和策略研究,中国北京.（优秀论文）. 导入自课题组论文清单.

Sijia Li, Wei Pan*, Paul Siu Fai Yip**, Jing Wang, Wenwei Zhou, Tingshao Zhu (2024). Uncovering the heterogeneous effects of depression on suicide risk conditioned by linguistic features: A double machine learning approach. Computers in Human Behavior.

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Qian Luo, Yazheng Di, Tingshao Zhu* (2024). Predictive modeling of neuroticism in depressed and non-depressed cohorts using voice features. Journal of Affective Disorders 352:395-402.

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Dongsong Zhang*, Lina Zhou, Jie Tao, Tingshao Zhu, Guodong (Gordon) Gao (2024). KETCH: A Knowledge-Enhanced Transformer-Based Approach to Suicidal Ideation Detection from Social Media Content. Information Systems Research 36(1).

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Xinyu Ji, Taotao Zhan, Tingshao Zhu* (2024). Impact of COVID-19 on negative body image: Evidence based on social media data. Social Science & Medicine 340:116461.

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Jingying Wang#, Yeye Wen#, Junhong Zhou, Nan Zhao, Tingshao Zhu* (2024). Identifying stress scores from gait biometrics captured using a camera: A cross-sectional study. Gait & Posture 109:15-21.

Yazheng Di, Joel Mefford, Elior Rahmani, Jinhan Wang, Vijay Ravi, Aditya Gorla, Abeer Alwan, Tingshao Zhu, Jonathan Flint* (2024). Genetic association analysis of human median voice pitch identifies a common locus for tonal and non-tonal languages. Communications Biology 7:540.

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Feng Huang, Huimin Ding, Nuo Han, Fumeng Li, Tingshao Zhu* (2024). Does wealth equate to happiness? an 11-year panel data analysis exploring socio-economic indicators and social media metrics. PLoS ONE 19(4):e0301206.

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Yanzhu Chen, Ang Li, Tingshao Zhu*, Xiangyang Zhang* (2024). Development and Validation of Machine Learning Models for Predicting Big Five Personality Traits in Drug Addicts Based on Facial Movement Analysis. CAIBDA ‘24: Proceedings of the 2024 4th International Conference on Artificial Intelligence, Big Data and Algorithms, pp. 544-551.

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Nuo Han, Yeye Wen, Bowen Wang, Feng Huang, Xiaoqian Liu, Linyan Li*, Tingshao Zhu* (2024). Developing a machine learning-based instrument for subjective well-being assessment on Weibo and its psychological significance: An evaluative and interpretive research. Applied Psychology: Health and Well-Being.

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朱廷劭 (2023). 试析通用人工智能在心理学领域的应用.人民论坛·学术前沿,(14),86-91+101. 导入自课题组论文清单.

纪馨玉, 陈浩, 刘赟, 朱廷劭* (2023). 集体主义对离婚率的影响——心理幸福感的多重中介作用.人口与发展,29(01),83-98. 导入自课题组论文清单.

吴胜涛*.茅云云.吴舒涵.冯健仁.张庆鹏.谢天.陈浩.朱廷劭 (2023). 基于大数据的文化心理分析.心理科学进展,31(3),317-329. 导入自课题组论文清单.

Yeye Wen, Baobin Li, Xiaoqian Liu, Deyuan Chen, Shaoshuai Gao*, Tingshao Zhu* (2023). Using gait videos to automatically assess anxiety. Front. Public Health 11:1082139.

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Yue Su, Sijia Li, Feng Huang, Jia Xue* (2023). Tingshao Zhu*.
  1. “Exploring the Influencing Factors of COVID-19 Vaccination Willingness among Young Adults in China” International Journal of Environmental Research and Public Health 20, no. 5: 3960
.

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Nuo Han, Sijia Li, Feng Huang, Yeye Wen, Xiaoyang Wang, Xiaoqian Liu*, Linyan Li (2023). Tingshao Zhu. Sensing Psychological Well-being Using Social Media Language: Prediction Model Development Study. J Med Internet Res 2023; 25:e41823.

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Zeyu Liu#, Yun Liu#, Ang Li4*, Tingshao Zhu (2023). Nonlinear effects of pandemic uncertainty on depression, pandemic preventive behavior intentions, and positive life attitudes: Moderating effects of high and low uncertainty grouping. Front. Public Health 11:1136152.

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Yue Su, Sijia Li, Jia Xue*, Ang Li, Tingshao Zhu* (2023). Measuring the importance of influencing factor for COVID-19 vaccination intention in China. Front. Public Health 11:1191401.

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Liuling Mo#, Yun Liu#, Ang Li, Tianli Liu, Tingshao Zhu*. the Impact of Pandemic Mental Cognition on Cultural Values: An Empirical Study Based on Social Media. BMC Public Health 23, 1069 (2023). https://doi.org/10.1186/s12889-023-16006-x. 导入自课题组论文清单.

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Nuo Han, Sijia Li, Feng Huang, Yeye Wen, Yue Su, Linyan Li, Xiaoqian Liu*, Tingshao Zhu (2023). How social media expression can reveal personality. Front. Psychiatry 14:1052844.

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Wei Pan, Fusong Deng, Xianbin Wang, Bowen Hang, Wenwei Zhou, Tingshao Zhu* (2023). Exploring the ability of vocal biomarkers in distinguishing depression from bipolar disorder, schizophrenia, and healthy controls. Front. Psychiatry 14:1079448.

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Jing Li, Dexi Liu*, Changxuan Wan, Zifang Liang, Tingshao Zhu (2023). Empirical study of factors that influence the perceived usefulness of online mental health community members. PsyCh Journal 12:307-318.

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朱廷劭 (2022). 算法技术人文应用中的向善思考. 学术前沿, 2022.5(下): 77-81.

CCPL Lab (2022). Zhou, Haiyan. Zhu, Tingshao. Zhao, Nan. Quantitative Relationship Between Achievement Motivation and Game Behavior Based on Structural Equation Model[C],2022:Volume 13795 LNCS, Pages 146-152.

CCPL Lab (2022). Xiong, Huan. Wu, Gengxuan. Xue, Shujie. Li, Hua. Zhu, Tingshao*. Dictionary-Based Classical Chinese Word Segmentation and Its Application on Imperial Edicts of Jin Dynasties[C],2022:Volume 13795 LNCS, Pages 153-160.

CCPL Lab (2022). Xiao, Huanyi. Xing, Fugui. Fan, Miaorong. Li, Hua. Zhu, Tingshao*. Predicting Personalities of Ancient Chinese Emperors Based on Relational Knowledge Transfer Model[C],2022:Volume 13795 LNCS, Pages 73-81.

Zhao, Xinsi, Zhu (2022). Tingshao*. NLS-based Analysis of psychological semantic differences between the Song Dynasty after Jingkang Incident[C], IBDA 2022 - 3rd International Conference on Computer Information and Big Data Applications, 2022:717-721.

Zhong, Weifang, Zhu (2022). Tingshao*. A Study of Du Fu’s Psychological Changes Around the An-Shi Rebellion Based on Big Data[C], 8th Annual International Conference on Network and Information Systems for Computers, 2022:413-417.

Yeye Wen, Baobin Li, Deyuan Chen* (2022). Tingshao Zhu*.
  1. Reliability and validity analysis of personality assessment model based on gait video. Frontiers in Behavioral Neuroscience. 16:901568
.

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Liuling Mo, He Li (2022). Tingshao Zhu*.
  1. “Exploring the Suicide Mechanism Path of High-Suicide-Risk Adolescents—Based on Weibo Text Analysis” International Journal of Environmental Research and Public Health 19, no. 18: 11495
.

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Feng Huang, Sijia Li, Dongqi Li, Meizi Yang, Huimin Ding, Yazheng Di, Tingshao Zhu* (2022). The Impact of Mortality Salience, Negative Emotions and Cultural Values on Suicidal Ideation in COVID-19: A Conditional Process Model. International Journal of Environmental Research and Public Health 19, no. 15: 9200.

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Ang Li, Dongdong Jiao, Tingshao Zhu* (2022). Stigmatizing Attitudes Across Cybersuicides and Offline Suicides: Content Analysis of Sina Weibo. JOURNAL OF MEDICAL INTERNET RESEARCH, 24(4),10.

CCPL Lab (2022). Shuijin Li, Tingshao Zhu*.
  1. A Panel Data Analysis of Subjective Well-Being Based on Microblog User Information. Healthcare 10(11):2305
.

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Sihua Lyu, Nan Zhao*, Yichuan Zhang, Wenwen Chen, Haiyan Zhou, Tingshao Zhu* (2022). Predicting Risk Propensity Through Player Behavior in DOTA 2: A Cross-Sectional Study. Front. Psychol. 13:827008.

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Feng Huang, Sijia Li, Huimin Ding, Nuo Han, Tingshao Zhu*. Does More Moral Equal Less Corruption? the Different Mediation of Moral Foundations Between Economic Growth, Corruption in China. Current Psychology (2022). https://doi.org/10.1007/s12144-022-03735-2. 导入自课题组论文清单.

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Huan Xiong, Gengxuan Wu, Sijia Li, Shujie Xue, Hua Li*, Tingshao Zhu* (2022). Exploring the impact of mass migration in Jin Dynasty by psycholinguistic analysis on Classical Chinese legacy text. Front. Psychol. 13:993141.

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Liu Xingyun, Wen Yeye, Zhu Tingshao* (2022). Ecological recognition of self-esteem leveraged by video-based gait.FRONTIERS IN PSYCHIATRY,13,9. 导入自课题组论文清单.

Yu Guo, Xiaoqian Liu*, Xiaoyang Wang, Tingshao Zhu, Wei Zhan (2022). Automatic Decision-Making Style Recognition Method Using Kinect Technology. Front. Psychol. 13:751914.

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