Nuo Han

Biographic Data

ID7975196
NAMENuo Han
GIVEN NAMESNuo
FAMILY NAMEHan
SIGNATUREHAN N
AFFILIATIONSCity University of Hong Kong
ORCID0000-0002-8090-4581
VERIFIEDYes
TOTAL WORKS3
TOTAL CITATIONS0
AUTHOR COUNT3
EDITOR COUNT0
FIRST PUBLICATION YEAR2023
LATEST PUBLICATION YEAR2025
H-INDEX0

  • Self-help AI psychological counseling system based on large language models and its effectiveness evaluation

    Feng Huang, Huimin Ding et al.ARTICLEActa Psychologica Sinica2025

    摘要: 本研究旨在探讨不依赖真实案例数据的前提下, 基于大语言模型构建自助式AI心理咨询系统的技术可行性, 及其对普通人群心理健康状况的改善效果。研究分为两个阶段: 首先, 基于零样本学习和思维链提示策略构建了一个自助式AI心理咨询机器人系统; 随后, 通过招募202名参与者进行为期两周的随机对照试验, 评估了该系统的实际应用效果。实验1的结果表明, 经提示工程优化后的GPT-4o模型在规范性、专业度、情感理解与共情能力以及一致性与连贯性方面均有显著提升。实验2发现, 与控制组相比, 使用自助式AI心理咨询机器人的参与者在短期内的抑郁、焦虑和孤独感均有显著改善。特别是, 拟人化设计的AI咨询师在缓解孤独感方面表现出显著优势, 而非拟人化设计在减轻压力方面效果更为明显。此外, 焦虑症状的积极变化在一周后的随访中仍然保持, 而其他指标的改善效果则未能持续。本研究初步探索了基于大语言模型的自助式AI心理咨询对心理健康的积极影响, 揭示了不同AI设计对特定心理问题的差异化效果, 为未来研究和实践…

  • Does more moral equal less corruption? The different mediation of moral foundations between economic growth and corruption in China

    Open AccessFeng Huang, Sijia Li et al.ARTICLECurrent Psychology2023

  • How social media expression can reveal personality

    Open AccessNuo Han, Sijia Li et al.ARTICLEFrontiers in Psychiatry2023

    By introducing domain knowledge to the development of a machine learning model, this study not only ensures the reliability and validity of the prediction model but also improves the interpretability of the machine learning method. The study helps explain aspects of personality measured by such prediction models and finds a link between personality and mental health. Our research also has positive implications regarding the combination of machine…