赵楠

赵楠

副研究员/博士生导师

中国科学院心理研究所

个人简历

（1）基本信息

  • 电子邮箱：zhaonan@psych.ac.cn
  • 通信地址： 北京朝阳林萃路16号
  • 邮政编码： 100101

（2）教育背景

  • 2004-2005，华东师范大学软件工程学院，软件工程
  • 2005-2009，华东师范大学心理与认知科学学院，心理学，获理学学士学位
  • 2009-2014，中国科学院心理研究所，认知心理学，获理学博士学位
  • 2010-2012，美国麻省理工学院（MIT）工程系统系，人因工程，联合培养博士生

（3）工作经历

  • 2014-2018 中国科学院心理研究所，助理研究员
  • 2018-今 中国科学院心理研究所，副研究员

研究领域

网络心理学，行为数据挖掘，网络心理健康促进，网络游戏，互联网人工智能应用

代表论著

（1）期刊

  1. Li, S., Liu, M., Zhao, N., Xue, J., Wang, X., Jiao, D., & Zhu, T. (2021). The impact of family violence incidents on personality changes: An examination of social media users’ messages in C hina. PsyCh Journal. (SSCI, Q4)
  2. Wu, P., Zhao, N., Li, S., Liu, Z., Wang, Y., Liu, T., Liu, X. & Zhu, T. (2021). Exploring the Psychological Effects of COVID-19 Home Confinement in China: A Psycho-Linguistic Analysis on Weibo Data Pool. Frontiers in psychology, 12, 2087. (SSCI, Q2)
  3. Li, S., Xue, J., Liu, X., Wu, P., Liu, T., Zhu, M., Zhao,N., & Zhu, T. (2021). Exploring the changes of suicide probability during COVID-19 among Chinese Weibo users. Crisis. (SSCI, Q2)
  4. Wang, Y., Wu, P., Liu, X., Li, S., Zhu, T., & Zhao, N.* (2020). Subjective Well-Being of Chinese Sina Weibo Users in Residential Lockdown During the COVID-19 Pandemic: Machine Learning Analysis. Journal of Medical Internet Research, 22(12), e24775. (SCI, Q1)
  5. Wang, Y., Zhao, N., Liu, X., Karaburun, S., Chen, M., & Zhu, T. (2020). Identifying big five personality traits through controller area network bus data. Journal of advanced transportation, 2020. (the Article of the Year Award 2020, SCI, Q2)
  6. Li, S., Wang, Y., Xue, J., Zhao, N., & Zhu, T. (2020). The impact of COVID-19 epidemic declaration on psychological consequences: a study on active Weibo users. International journal of environmental research and public health, 17(6), 2032. (SSCI, Q1)
  7. Zhao, N., Zhang, Z., Wang, Y., Wang, J., Li, B., Zhu, T., & Xiang, Y. (2019). See your mental state from your walk: Recognizing anxiety and depression through Kinect-recorded gait data. PLoS one, 14(5), e0216591. (SCI-Q1)
  8. Liu, M., Liu, T., Wang, X., Zhao, N., Xue, J., & Zhu, T. (2019). A linguistic study of Chinese Weibo users who lost their only child. Death studies, 1-12. (SSCI-Q2)
  9. Liu, M., Xue, J., Zhao, N., Wang, X., Jiao, D., & Zhu, T. (2018). Using social media to explore the consequences of domestic violence on mental health. Journal of Interpersonal Violence, 0886260518757756. (SSCI-Q1)
  10. Zheng, J., Guo, S., Gao, L., Xue, D., Zhao, N., & Ma, H. (2018). Inferring Gender of Micro-Blog Users based on Multi-Classifiers Fusion. International Journal of Performability Engineering, 14(2). (EI)
  11. Zhong, X., Guo, S., Shan, H., Gao, L., Xue, D., & Zhao, N. (2018). Feature-Based Transfer Learning Based on Distribution Similarity. IEEE Access, 6, 35551-35557. (SCI-Q1)
  12. Xue, D., Hong, Z., Guo, S., Gao, L., Wu, L., Zheng, J., & Zhao, N. (2017). Personality Recognition on Social Media with Label Distribution Learning. IEEE Access. (SCI-Q1)
  13. Zhao, N., Jiao, D., Bai, S., & Zhu, T.* (2016). Evaluating the Validity of Simplified Chinese Version of LIWC in Detecting Psychological Expressions in Short Texts on Social Network Services. PloS one, 11(6), e0157947. (SCI Q1)
  14. Li, S., Cui, L., Zhu, C., Li, B., Zhao, N., & Zhu, T. (2016). Emotion recognition using Kinect motion capture data of human gaits. PeerJ, 4, e2364. (SCI Q1)
  15. Dobres, J.*, Chahine, N., Reimer, B., Gould, D., & Zhao, N. (2016). The effects of Chinese typeface design, stroke weight, and contrast polarity on glance based legibility. Displays, 41, 42-49. (SCI Q2)
  16. Nie, D., Yan, Z., Zhao, N., & Zhu, T.* (2015). A Pilot Study of Comparing Social Network Behaviors between Onlies and Others. International Journal of Cyber Behavior, Psychology and Learning (IJCBPL), 5(3), 56-66.
  17. Zhao, N., Chen, W., Xuan, Y., Mehler, B., Reimer, B., & Fu, X.* (2014). Drivers’ and non-drivers’ performance in a change detection task with static driving scenes: is there a benefit of experience? Ergonomics, 57(7), 998-1007. (SSCI Q1)
  18. Zhao, N., Reimer, B.*, Mehler, B., D’Ambrosio, L.A., & Coughlin, J.F. (2013) Self-reported and observed risky driving behaviors among frequent and infrequent cell phone users. Accident Analysis and Prevention, 61, 71-77. (SSCI Q1)
  19. Reimer, B.*, Fried, R., Mehler, B., Joshi, G., Bolfek, A., Godfrey, K.M., Zhao, N., Goldin, R. & Biederman, J. (2013). Examining driving behavior in young adults with high functioning autism spectrum disorders: A pilot study using a driving simulation paradigm. Journal of Autism and Developmental Disorders, 43(9): 2211-2217. (SCI Q1)
  20. Zhao, N., Mehler, B.*, Reimer, B., D’Ambrosio, L.A., Mehler, A., & Coughlin, J.F. (2012). An investigation of the relationship between the driving behavior questionnaire and objective measures of highway driving behavior. Transportation Research Part F: Traffic Psychology and Behaviour, 15(6), 676-685. (SSCI Q1)
  21. Guo, X., Zhao, N., Wang, S., Chen, W., Gong, R., Xu, B., & Yang, Z.* (2010). Player–Spectator discrepancies on risk preference during decision making. The Journal of General Psychology, 137(2), p210-224. (SSCI Q2)
  22. 苏悦, 刘明明, 赵楠, 刘晓倩, 朱廷劭. (2021). 基于社交媒体数据的心理指标识别建模: 机器学习的方法. 心理科学进展, 29(4), 571-585. (CSCD)
  23. 赵楠, 王艺霖, 李思嘉, 刘晓倩, 吴佩璟, 朱廷劭 (2020). 武汉“封城”对民众心理行为的影响与对策建议. 中国科学院院刊, 03, 264-272. (CSCD)
  24. 郑敬华, 郭世泽*, 高梁, 赵楠 (2018). 多任务学习方法预测微博用户大五人格. 中国科学院大学学报. (CSCD)
  25. 张滨熠, 周阳, 赵楠, & 朱廷劭. (2018). 基于微博大数据下的社会心态分析——以“青岛天价虾”事件为例. 城市与减灾(2), 26-29.
  26. 周阳, 王雪菲, 白朔天, 赵楠, 朱廷劭* (2017). 基于网络平台的群体和个体的社会态度研究. 中国科学院院刊. 02, 188-195. (CSCD)
  27. 汪静莹, 甘硕秋, 赵楠, 刘天俐, 朱廷劭* (2016). 通过微博分析用户的情绪变化. 中国科学院大学学报. 06, 815-824. (CSCD)
  28. 朱廷劭*, 汪静莹, 赵楠, 刘晓倩 (2015). 论大数据时代的心理学研究变革. 新疆师范大学学报(哲学社会科学版), 04, 100-107. (CSSCI)
  29. 赵楠, 陈文锋, 禤宇明, 傅小兰* (2011). 驾驶场景中视觉注意的聚焦和转移. 人类工效学, 17(4), 85-88. (CSCD)

会议

  1. Jing, C., Liu, X., Zhao, N., & Zhu, T. (2019, August). Different Performances of Speech and Natural Gait in Identifying Anxiety and Depression. In International Conference on Human Centered Computing (pp. 200-210). Springer, Cham. ？a？ak, Serbia. (EI)
  2. Reimer, B.*, Mehler, B., Donmez, B, Pala, S., Wang, Y., Zhao, N., Olson, K., Wenzel, J., & Coughlin, J.F. (2012). A driving simulator study examining phone dialing with an iphone vs. a button style flip-phone. Proceedings of Human Factors and Ergonomics Society 56th Annual Meeting, Boston, USA. （EI）
  3. Zhao, N., Reimer, B.*, Mehler, B., D’Ambrosio, L.A., & Coughlin, J.F. (2011). The relationship between drivers’ reported frequency of cell phone use and actual and self-reported highway behavior. Proceedings of 3rd International Conference on Road Safety and Simulation, Indianapolis, USA.
  4. 赵楠, 唐薇, 许利慧, 陈文锋, 傅小兰* (2013). 道路场景变化检测中驾驶经验优势的原因探究. 2013全国心理学博士生学术论坛, 上海. (获得“优秀论文”奖)
  5. 赵楠, 陈文锋, 禤宇明, 傅小兰* (2012). 驾驶者与非驾驶者道路场景变化检测差异的探究. 中国人类工效学第八届会员大会论文集, 北京. (获得“最佳学生论文”奖)

（2）著作

  1. Zhao, N., & Zhu, T. (2019). Psychological Profiles Prediction Using Online Social Network Behavior Data. In Z. Yan (Ed.), Analyzing Human Behavior in Cyberspace (pp. 75-87). Hershey, PA: IGI Global. doi:10.4018/978-1-5225-7128-5.ch005
  2. Zhao, N., Li, A., Liu, T., Zhao, Q., Li, B., & Zhu, T.. Ecological validity: Predicting psychological profiles using Internet behavior. In T. Hicklin & S. Sanders (Ed), Advances in Computational Psychophysiology (Science/AAAS, Washington, DC, 2015)..
  3. 赵楠 (2011). 康拉德·洛伦兹 (第4章). 荆其诚、傅小兰主编《心·坐标——当代心理学大家 (三)》，北京：北京大学出版社.
  4. 赵楠 (2008). 洛夫特斯：学者与勇者的华彩人生. 熊哲宏主编 《你不知晓的20世纪最杰出心理学家》，北京：中国社会科学出版社.

更多成果信息请见：http://ir.psych.ac.cn/zhaonan@psych.ac.cn

承担科研项目情况

2014-2016，中国科学院心理研究所青年人才基金“面向抑郁倾向的微博行为特征研究”，项目负责人。 2016-2018，科技部973计划项目“基于生物、心理多模态信息的潜在抑郁风险预警理论与生物传感关键技术研究”，子课题负责人。 2016-2020，科技部重点研发计划项目“基于客观指标和量化评价的抑郁障碍诊疗适宜技术研究”，子课题负责人。 2017，中国科学院科技创新基金青年项目，“社交网络传播行为与心理研究”，项目负责人。 2018-2020，国家自然科学基金青年项目“利用在线社交网络研究生活事件对人格的影响：以家暴为例”，项目负责人。 2018-2023，中国科学院战略性先导科技专项课题，“大数据驱动的心理预测模型和信息定向投递策略”，课题负责人。 2019-2021，部委重点研发项目课题“网络游戏中的行为心理建模研究”，课题负责人。