徐亮

      徐亮，男，心理学博士。主要研究涉及人机交互、心理行为大数据分析、人格时空差异、反诈骗、音乐情绪建模、环境心理等领域。近年来在 PNAS、Journal of Environmental Psychology、Journal of Criminal Justice 等国内外学术期刊发表论文30余篇。主持国家自然科学基金、教育部人文社科基金等研究项目，主持/参与多项与华为、支付宝、OPPO等企业合作的产研联合创新项目。担任 Humanities and Social Sciences Communications 编委，International Journal of Human-Computer Interaction、Behaviour & Information Technology 等十余本SSCI/SCI期刊审稿人。

教育经历

2015年9月-2020年6月：直博，基础心理学，浙江大学，导师钱秀莹教授。

2011年9月-2015年6月：本科，应用心理学，浙江大学。

工作经历

2022年7月-至今：浙江工业大学教育科学与技术学院应用心理研究所，讲师。

2020年7月-2022年7月：浙江大学心理与行为科学系，博士后。

学术论文

(* 通讯作者，# 共同一作)

2025

Xu, L.* (2025). Decoding Genius: Big Data Insights into the Evolution of Genius Personalities. Journal of Research in Personality, 115, 104580. (SSCI, JCR-Q2)

Xu, M., Xu, J., Sun, Z., Ji, Y., Li, H.*, & Xu, L.* (In Press). Harmonizing Minds: How Music-Induced Emotions and Mental Imagery Shape Feelings of Social Connectedness. Music Perception. (SSCI/A&HCI, 中科院二区)

Xu, L.*, Jiang, Z., Xu, L., & Sun, Z.* (2025). Chilling trust: Exploring the impact of ambient temperature on generalized trust in China. Acta Psychologica, 254, 104811. (SSCI, JCR-Q2)

2024

Xu, L.* (2024). Historical Trends in Teacher Personality from Human Language. PNAS, 121 (42), e2413253121. (SCI, JCR-Q1, 综合类一区Top)

Xu, L., Pan, C., Xu, B., Sun, Z., Zhou, K., Yan, R., Weng, K., Wu, Y.*, & Li, H.* (2024). A Qualitative Exploration of a User-Centered Model for Smartwatch Comfort Using Grounded Theory. International Journal of Human–Computer Interaction, advance online publication. (SSCI, JCR-Q1)

Xu, L.#*, Wen, X.#, Wang, J., Li, S., Shi, J., & Qian, X.* (2024). Psychological Predictors of Fraud Victimhood in China: A Machine Learning Approach. Psychology, Crime and Law, advance online publication. (SSCI, JCR-Q2)

Jiang, Z. & Xu, L.* (2024). Evolution of Human-Robot Personality Similarity: A Historical Analysis from 1960 to 2019. International Journal of Human–Computer Interaction, advance online publication. (SSCI, JCR-Q1)

Xu, L.*, Xu, M., Sun, Z., Xu, L.*, & Li, H.* (2024). Unveiling the Terrain of Fraud: Exploring the Association between Physical Topography and Consumer Fraud Victimization. Deviant Behavior, advance online publication. (SSCI, JCR-Q2)

Xu, L.*, Xu, B., Sun, Z., & Li, H.* (2024). Associations between Lyric and Musical Depth in Chinese Songs: Evidence from Computational Modeling. PsyCh Journal, advance online publication. (SSCI, JCR-Q3)

Li, H., Xu, B., Sun, Z., Yan, R., Wu, Y., Zhang, H., Zhou, K.*, & Xu, L.* (2024). The role of comfort, personality, and intention in smartwatch usage during sleep. Humanities and Social Sciences Communications, 11, 705. (SSCI, JCR-Q1)

Wang, J., Zhang, L., Xu, L., & Qian, X.* (2024). The dynamic emotional experience of online fraud victims during the process of being defrauded: A text-based analysis. Journal of Criminal Justice, 94, 102231. (SSCI, JCR-Q1, 社会学一区Top)

Jiang, Z., Xu, L., & Qian, X.* (2024). Examining Short-Term and Long-Term Effects of Self-Esteem on Relationship Satisfaction Using a Dyadic Response Surface Analysis. Journal of Social and Personal Relationships, advance online publication. (SSCI, JCR-Q2)

Sun, Z., Xie, S., Xu, W., Xu, L., & Li, H.* (2024). User-tailored privacy: unraveling the influences of psychological needs and message framing on app users’ privacy Disclosure intentions. Current Psychology, advance online publication. (SSCI, JCR-Q2)

2023

Xu, L.*, Zeng, S., Jiang, Z., Sun, Z., Li, H.*, & Xu, L.* (2023). From peaks to people: The association between physical topography and generalized trust in China. Journal of Environmental Psychology, 91, 102136. (SSCI, JCR-Q1, 心理学一区Top)

Xu, L.*, & Chao, C.* (2023). Exploring Robot Personality through Big Data Mining: A Century-long Analysis from Google Books. International Journal of Human–Computer Interaction, advance online publication. (SSCI, JCR-Q1)

Xu, L.*, Xu, M., Jiang, Z., Wen, X., Liu, Y., Sun, Z., Li, H.*, & Qian, X.* (2023). How have music emotions been described in Google books? Historical trends and corpus differences. Humanities and Social Sciences Communications, 10, 346. (SSCI, JCR-Q1)

Wen, X., Xu, L.*, Ye, S., Sun, Z., Huang, P., & Qian, X.* (2023). Personality Differences between Children and Adults over the Past Two Centuries: Evidence from Corpus Linguistics. Journal of Research in Personality, 102, 104336. (SSCI, JCR-Q2)

Sun, Z.*, Li, Q., Luo, F., & Xu, L. (2023). Mental Time Travel Ability Influences the Representation of Events and Emotional Expressions: Evidence from Microblogs. BMC Psychology, 11, 57. (SSCI, JCR-Q1)

Chao, C., Chen, Y., Wu, H., Wu, W., Yi, Z., Xu, L., & Fu, Z.* (2023). An Emotional Design Model for Future Smart Product Based on Grounded Theory. Systems, 11(7), 377. (SSCI, JCR-Q1)

Zhang, C., Zhang, Y., Zhang, J., Yao, J., Liu, H., He, T., Zheng, X., Xue, X., Xu, L., Yang, J., Wang, Y., & Xu, L.* (2023). A Deep Transfer Learning Toponym Extraction and Geospatial Clustering Framework for Investigating Scenic Spots as Cognitive Regions. ISPRS International Journal of Geo-Information, 12(5), 196. (SCI, JCR-Q2)

徐亮, 陆洋, 孙造诣, 李宏汀*. (2023). 基于自动驾驶汽车接受度的个性化用户研究. 包装工程, 44(20), 42-58. (北大核心)

孙造诣, 许苇婧, 徐亮, 李宏汀*. (2023). 调节定向对App用户隐私披露的影响. 心理科学进展 , 31(7), 1160-1171. (CSSCI)

孙造诣, 许苇婧, 陈思恬, 徐亮, 李宏汀*. (2023). 算法还是专家？任务类型对人机信任和价值感知的影响. 包装工程, 44(20), 18-24. (北大核心)

2022

Wen, X., Huang, Z., Sun, Z., & Xu, L.* (2022). What a Deep Song: The Role of Music Features in Perceived Depth. PsyCh Journal, 11(5), 673-683. (SSCI, JCR-Q3)

Xu, L., Yun, Z., Sun, Z., Wen, X., Qin, X., & Qian, X.* (2022). PSIC3839: Predicting the Overall Emotion and Depth of Entire Songs. In Design Studies and Intelligence Engineering (pp. 1-9). IOS Press. (EI)

Xu, L., Luo, Y., Wen, X., Sun, Z., Chao, C., Xia, T., & Xu, L.* (2022). Human Personality is Associated with Geographical Environment in Mainland China. International Journal of Environmental Research and Public Health, 19, 10819. (SSCI, JCR-Q1)

Xu, L., Wang, J., Xu, D., & Xu, L.* (2022). Integrating Individual Factors to Construct Recognition Models of Consumer Fraud Victimization. International Journal of Environmental Research and Public Health, 19(1), 461. (SSCI, JCR-Q1)

Wang, J., Shi, J., Wen, X., Xu, L., Zhao, K., Tao, F., Zhao, W., & Qian, X.* (2022). The Effect of Signal Icon and Persuasion Strategy on Warning Design in Online Fraud. Computers & Security, 121, 102839. (SCI, JCR-Q1)

Wen, X., Xu, L., Wang, J., Gao, Y., Shi, J., Zhao, K., ... & Qian, X.* (2022). Mental States: A Key Point in Scam Compliance and Warning Compliance in Real Life. International Journal of Environmental Research and Public Health, 19(14), 8294. (SSCI, JCR-Q1)

2021

Xu, L., Wen, X., Shi, J., Li, S., Xiao, Y., Wan, Q., & Qian, X.* (2021). Effects of Individual Factors on Perceived Emotion and Felt Emotion of Music: Based on Machine Learning Methods. Psychology of Music, 49(5), 1069-1087. (SSCI/AHCI, JCR-Q2)

Xu, L., Sun, Z., Wen, X., Huang, Z., Chao, C. J., & Xu, L.* (2021). Using Machine Learning Analysis to Interpret the Relationship between Music Emotion and Lyric Features. PeerJ Computer Science, 7, e785. (SCI, JCR-Q2)

Xu, L., Zheng, Y., Xu, D., & Xu, L.* (2021). Predicting the Preference for Sad Music: The Role of Gender, Personality, and Audio Features. IEEE Access, 9, 92952-92963. (SCI, JCR-Q2)

Xu, L., Wang, J., Wen, X., Sun, Z., Sun, R., Xu, L., & Qian, X.* (2021). Physiological State Can Help Predict the Perceived Emotion of Music: Evidence from ECG and EDA Signals. American Journal of Life Sciences, 9(5), 105-119.

Xu, L., Li, L., Jiang, Z., Sun, Z., ..., & Qian, X.* (2021). A Novel Emotion Lexicon for Chinese Emotional Expression Analysis on Weibo: Using Grounded Theory and Semi-Automatic Methods. IEEE Access, 9, 92757-92768. (SCI, JCR-Q2)

Sun, Z., Xu, L., Zhong, Q., & Qian, X.* (2021). Chinese App User's Needs Profile: From Questionnaire Measurement to Behavior Analysis. Frontiers in Psychology, 12: 655612. (SSCI, JCR-Q1)

发明专利

一种地理区域的社会功能的识别方法与终端设备, CN107103037A, 已授权.

学术交流

徐亮 (2024). 人类语言中的职业人格画像及其历史变化趋势. 工业心理学赋能新质生产力学术年会 (口头报告), 2024, 12, 上海.  

徐亮 (2024). 基于公开大数据的心理学研究与教学. 浙江理工大学 (特邀报告), 2024, 12, 杭州.  

徐亮 (2023). 音乐、情绪与个体差异：心理学与计算机科学的交叉视角. 第三届长三角与长江经济带心理学科协同发展研讨会 (口头报告), 2023, 12, 上海.  

徐亮 (2023). 音乐、情绪、个体差异和应用. OPPO Talk (特邀报告), 2023, 4, 深圳 (直播到其它地区).

徐亮 (2021). 音乐、情绪与个体差异. 华为终端用户体验技术大会 (特邀报告), 2021, 12, 上海 (直播到其它地区).

徐亮 (2018). 基于机器学习的音乐情感及深度预测研究. 第二十一届全国心理学学术会议, 2018, 11, 北京.

Xu, L. (2018). Big Data Analysis and Qualitative Research: A Model of Office Workers' Smartphone Use in China. Poster presentation at the Asian Conference on Psychology & the Behavioral Sciences, 2018, 3, Japan.

Xu, L. (2018). Factors Influencing Smartphone Use in Different Context. Oral presentation at 7th Annual International Conference on Cognitive and Behavioral Psychology, 2018, 1, Singapore.

主持的科研项目

2025-2027，人格匹配对AI防诈骗语音警告说服效果的影响及其作用机制，国家自然科学基金青年项目

2025-2027，中国文化背景下音乐促进大学生社会联结感的影响机制研究，教育部人文社科基金青年项目

2024-2026，浙江工业大学人文社科研究基金

2023，诈骗受害者心理因素分析及干预方式研究，横向课题，杭州拱墅区朝晖办

参与的科研项目

2022-2024，智能手表人因参数研究1-2期，横向课题，OPPO

2019-2021，基于用户心理特征的欺诈管控项目1-2期，横向课题，蚂蚁金服（支付宝）

2015-2021，心理行为大数据分析项目1-4期，横向课题，华为

2024-2027，国家自然科学基金面上项目

2023-2025，教育部人文社科基金青年项目

2019-2021，国家自然科学基金青年项目

研究生课程

主讲课程：《高级心理学研究方法》、《Python在心理学中的应用》

教学团队成员：《应用心理学专题》、《中英文论文写作指导（双语）》（教育学）、《高级用户研究方法》、《智能人机交互及人因研究》

本科生课程

主讲课程：《人力资源管理》、《普通心理学2》

教学团队成员：《心理学文献检索与论文写作》、《心理与教育研究方法》、《心理学研究前沿（双语）》、《社会心理学》

研究生培养

2024级：李嘉豪（合作指导）、王雪（合作指导）

2023级：续建涛（合作指导）

2022级：许敏（合作指导）、徐冰霏（合作指导）、潘骋（合作指导）、曾韶然（合作指导）、陆洋（合作指导）

本科生培养

2023级：叶莉华、陈温皓、孙瑜浠、张颖佳、朱姚亮、沈欣

2022级：来力扬、林清民、徐弘毅

2021级：林德奇、罗仁杰、姜衎人、潘佳

担任应用心理学2301班班主任

中国心理学会会员、浙江省心理学会会员、世界华人华侨人机交互协会（ICACHI）会员

期刊编委：

- Humanities and Social Sciences Communications (2024-至今)

SSCI/SCI期刊审稿人：

- International Journal of Human-Computer Interaction

- Behaviour & Information Technology

- Crime & Delinquency

- Psychological Report

- Signal, Image and Video Processing

- World Journal of Pediatrics

- Humanities and Social Sciences Communications

- Scientific Reports

- IEEE Access

- Sensors

    ......