基本介紹：
中國科學(xué)院心理研究所副研究員，博士生導師。中國科學(xué)院青年創(chuàng )新促進(jìn)會(huì )會(huì )員。中國科學(xué)院大學(xué)心理學(xué)系授課教師。中科院心理所心理與行為科學(xué)大數據研究中心副主任。
研究智能化互聯(lián)網(wǎng)環(huán)境中人的行為特征與心理規律，發(fā)展網(wǎng)絡(luò )行為數據分析方法、心理洞察和干預技術(shù)，探索網(wǎng)絡(luò )心理學(xué)理論與技術(shù)在心理健康與社會(huì )福利促進(jìn)、高效傳播、智能推薦、工作協(xié)同等領(lǐng)域的應用。
教育經(jīng)歷：
2004-2005，華東師范大學(xué)軟件工程學(xué)院，軟件工程
2005-2009，華東師范大學(xué)心理與認知科學(xué)學(xué)院，心理學(xué)，獲理學(xué)學(xué)士學(xué)位
2009-2014，中國科學(xué)院心理研究所，認知心理學(xué)，獲理學(xué)博士學(xué)位
2010-2012，美國麻省理工學(xué)院（MIT）工程系統系，人因工程，聯(lián)合培養博士生
2010-2012 Joint Training Doctor Student, in Engineering System Division, Massachusetts Institute of Technology
2009-2014 Sc.D. in Institute of Psychology, Chinese Academy of Sciences
2005-2009 B.S. in Department of Psychology, East China Normal University
2004-2005 Undergraduate, in Institute of Software Engineering, East China Normal University
職業(yè)履歷：
2014-2018 中國科學(xué)院心理研究所，助理研究員
2018-今 中國科學(xué)院心理研究所，副研究員
2018-present Associate Professor, in Institute of Psychology, Chinese Academy of Sciences
2014-2018 Assistant Professor, in Institute of Psychology, Chinese Academy of Sciences
教學(xué)與實(shí)踐經(jīng)歷：
為中國科學(xué)院大學(xué)心理學(xué)系、中國科學(xué)院心理研究所繼教學(xué)院、北京航空航天大學(xué)中美本科項目等講授《高級應用心理學(xué)（部分）》、《網(wǎng)絡(luò )行為大數據心理學(xué)》、《計算機支持心理援助》、《普通心理學(xué)（雙語(yǔ)）》等課程。
為國家多個(gè)有關(guān)部門(mén)和BMW、百度、微貸網(wǎng)等企業(yè)提供技術(shù)與咨詢(xún)服務(wù)，多次參與撰寫(xiě)政策建議和咨詢(xún)報告。
網(wǎng)絡(luò )心理學(xué)，行為數據挖掘，網(wǎng)絡(luò )心理健康促進(jìn)，網(wǎng)絡(luò )游戲，互聯(lián)網(wǎng)人工智能應用
Cyber Psychology, Behavior Data Mining, Online Mental Health Promotion, Online Gaming, Online AI Application
歡迎對相關(guān)領(lǐng)域感興趣的研究生、博士后、實(shí)習生與我們聯(lián)系，歡迎學(xué)術(shù)界、產(chǎn)業(yè)界同仁交流合作。
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．蘇悅, 劉明明, 趙楠, 劉曉倩, 朱廷劭. (2021). 基于社交媒體數據的心理指標識別建模: 機器學(xué)習的方法. 心理科學(xué)進(jìn)展 , 29(4), 571-585. (CSCD)
23．趙楠, 王藝霖, 李思嘉, 劉曉倩, 吳佩璟, 朱廷劭 (2020). 武漢“封城”對民眾心理行為的影響與對策建議. 中國科學(xué)院院刊, 03, 264-272. (CSCD)
24．鄭敬華, 郭世澤*, 高梁, 趙楠 (2018). 多任務(wù)學(xué)習方法預測微博用戶(hù)大五人格. 中國科學(xué)院大學(xué)學(xué)報. (CSCD)
25．張濱熠, 周陽(yáng), 趙楠, & 朱廷劭. (2018). 基于微博大數據下的社會(huì )心態(tài)分析——以“青島天價(jià)蝦”事件為例. 城市與減災(2), 26-29.
26．周陽(yáng), 王雪菲, 白朔天, 趙楠, 朱廷劭* (2017). 基于網(wǎng)絡(luò )平臺的群體和個(gè)體的社會(huì )態(tài)度研究. 中國科學(xué)院院刊. 02, 188-195. (CSCD)
27．汪靜瑩, 甘碩秋, 趙楠, 劉天俐, 朱廷劭* (2016). 通過(guò)微博分析用戶(hù)的情緒變化. 中國科學(xué)院大學(xué)學(xué)報. 06, 815-824. (CSCD)
28．朱廷劭*, 汪靜瑩, 趙楠, 劉曉倩 (2015). 論大數據時(shí)代的心理學(xué)研究變革. 新疆師范大學(xué)學(xué)報(哲學(xué)社會(huì )科學(xué)版), 04, 100-107. (CSSCI)
29．趙楠, 陳文鋒, 禤宇明, 傅小蘭* (2011). 駕駛場(chǎng)景中視覺(jué)注意的聚焦和轉移. 人類(lèi)工效學(xué), 17(4), 85-88. (CSCD)
會(huì )議
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.趙楠, 唐薇, 許利慧, 陳文鋒, 傅小蘭* (2013). 道路場(chǎng)景變化檢測中駕駛經(jīng)驗優(yōu)勢的原因探究. 2013全國心理學(xué)博士生學(xué)術(shù)論壇, 上海. (獲得“優(yōu)秀論文”獎)
5.趙楠, 陳文鋒, 禤宇明, 傅小蘭* (2012). 駕駛者與非駕駛者道路場(chǎng)景變化檢測差異的探究. 中國人類(lèi)工效學(xué)第八屆會(huì )員大會(huì )論文集, 北京. (獲得“最佳學(xué)生論文”獎)
著(zhù)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.趙楠 (2011). 康拉德?洛倫茲 (第4章). 荊其誠、傅小蘭主編《心?坐標——當代心理學(xué)大家 (三)》，北京：北京大學(xué)出版社.
4.趙楠 (2008). 洛夫特斯：學(xué)者與勇者的華彩人生. 熊哲宏主編 《你不知曉的20世紀最杰出心理學(xué)家》，北京：中國社會(huì )科學(xué)出版社.
更多成果信息請見(jiàn)：http://ir.psych.ac.cn/zhaonan@psych.ac.cn
2014-2016，中國科學(xué)院心理研究所青年人才基金“面向抑郁傾向的微博行為特征研究”，項目負責人。
2016-2018，科技部973計劃項目“基于生物、心理多模態(tài)信息的潛在抑郁風(fēng)險預警理論與生物傳感關(guān)鍵技術(shù)研究”，子課題負責人。
2016-2020，科技部重點(diǎn)研發(fā)計劃項目“基于客觀(guān)指標和量化評價(jià)的抑郁障礙診療適宜技術(shù)研究”，子課題負責人。
2017，中國科學(xué)院科技創(chuàng )新基金青年項目，“社交網(wǎng)絡(luò )傳播行為與心理研究”，項目負責人。
2018-2020，國家自然科學(xué)基金青年項目“利用在線(xiàn)社交網(wǎng)絡(luò )研究生活事件對人格的影響：以家暴為例”，項目負責人。
2018-2023，中國科學(xué)院戰略性先導科技專(zhuān)項課題，“大數據驅動(dòng)的心理預測模型和信息定向投遞策略”，課題負責人。
2019-2021，部委重點(diǎn)研發(fā)項目課題“網(wǎng)絡(luò )游戲中的行為心理建模研究”，課題負責人。