情绪识别，数据挖掘，认知增强，人类认知与行为的计算建模，道路交通安全，用户体验

   

040203-应用心理学

驾驶安全，情绪识别，认知建模，人机交互

2007-09--2011-09   纽约州立大学   博士

   

2012-02~现在, 中科院心理所, 副研究员

   

[1] 余凯, 赵国朕, 张侃. 一种基于go/no-go测试任务的群体人际间关系质量评估与干预方法及系统. CN: CN113205885A, 2021-08-03.

[2] 赵国朕. 一种多模态生理和行为数据融合采集系统. CN: CN207912695U, 2018-09-28.

[3] 赵国朕. 一种多模态生理和行为数据融合采集系统. CN: CN107137096A, 2017-09-08.

[4] 赵国朕. 一种认知能力测评系统及其测评方法. CN: CN107126222A, 2017-09-05.

   

[1] Zhang, Yulin, Zhao, Guozhen, Shu, Yezhi, Ge, Yan, Zhang, Dan, Liu, YongJin, Sun, Xianghong. CPED: A Chinese Positive Emotion Database for Emotion Elicitation and Analysis. IEEE TRANSACTIONS ON AFFECTIVE COMPUTING[J]. 2023, 第 2 作者  通讯作者  14(2): 1417-1430, http://dx.doi.org/10.1109/TAFFC.2021.3088523.
[2] Zhang, Guanhua, Yu, Minjing, Liu, YongJin, Zhao, Guozhen, Zhang, Dan, Zheng, Wenming. SparseDGCNN: Recognizing Emotion From Multichannel EEG Signals. IEEE TRANSACTIONS ON AFFECTIVE COMPUTING[J]. 2023, 第 4 作者14(1): 537-548, http://dx.doi.org/10.1109/TAFFC.2021.3051332.
[3] Zhao, Guozhen, Zhang, Yulin, Zhang, Guanhua, Zhang, Dan, Liu, YongJin. Multi-Target Positive Emotion Recognition From EEG Signals. IEEE TRANSACTIONS ON AFFECTIVE COMPUTING[J]. 2023, 第 1 作者14(1): 370-381, http://dx.doi.org/10.1109/TAFFC.2020.3043135.
[4] Shu, Yezhi, Yang, Pei, Liu, Niqi, Zhang, Shu, Zhao, Guozhen, Liu, YongJin. Emotion Distribution Learning Based on Peripheral Physiological Signals. IEEE TRANSACTIONS ON AFFECTIVE COMPUTING[J]. 2023, 第 5 作者14(3): 2470-2483, http://dx.doi.org/10.1109/TAFFC.2022.3163609.
[5] Du, Xiaobing, Ma, Cuixia, Zhang, Guanhua, Li, Jinyao, Lai, YuKun, Zhao, Guozhen, Deng, Xiaoming, Liu, YongJin, Wang, Hongan. An Efficient LSTM Network for Emotion Recognition From Multichannel EEG Signals. IEEE TRANSACTIONS ON AFFECTIVE COMPUTING[J]. 2022, 第 6 作者13(3): 1528-1540, http://dx.doi.org/10.1109/TAFFC.2020.3013711.
[6] Shu, Yezhi, Yang, Pei, Liu, Niqi, Zhang, Shu, Zhao, Guozhen, Liu, YongJin. Emotion Distribution Learning Based on Peripheral Physiological Signals. IEEE TRANSACTIONS ON AFFECTIVE COMPUTING[J]. 2022, 第 5 作者
[7] Dong, Kaixi, Zhao, Guozhen. Depressive symptomatology and different dimensions of social support serially mediate the effect of negative automatic thoughts on suicidal ideation. CURRENT PSYCHOLOGY[J]. 2022, 第 2 作者  通讯作者  1-9, http://dx.doi.org/10.1007/s12144-022-02974-7.
[8] Zhang, Yulin, Zhao, Guozhen, Ge, Yan, Shu, Yezhi, Zhang, Dan, Liu, YongJin, Sun, Xianghong. CPED: A Chinese Positive Emotion Database for Emotion Elicitation and Analysis. IEEE TRANSACTIONS ON AFFECTIVE COMPUTING[J]. 2021, 第 2 作者20: 1-14, 
[9] Zhang, Yulin, Dong, Kaixi, Zhao, Guozhen. The mediating role of social connectedness in the effect of positive personality, alexithymia and emotional granularity on life satisfaction: Analysis based on a structural equation model. PERSONALITY AND INDIVIDUAL DIFFERENCES[J]. 2021, 第 3 作者  通讯作者  171: http://dx.doi.org/10.1016/j.paid.2020.110473.
[10] Yan, Haijiang, Li, Qi, Yu, Kai, Zhao, Guozhen. Large-scale network dysfunction in youths with Internet gaming disorder: a meta-analysis of resting-state functional connectivity studies. PROGRESS IN NEURO-PSYCHOPHARMACOLOGY & BIOLOGICAL PSYCHIATRY[J]. 2021, 第 4 作者109: http://dx.doi.org/10.1016/j.pnpbp.2021.110242.
[11] 余凯, 李成, 张玉麟, 赵国朕. 双人合作go/no-go任务在评估人际关系质量的研究. 航天医学与医学工程[J]. 2021, 第 4 作者34(5): 367-374, http://lib.cqvip.com/Qikan/Article/Detail?id=7105503903.
[12] Chen, Jie, Zhang, Yulin, Zhao, Guozhen. The Qingdao Preschooler Facial Expression Set: Acquisition and Validation of Chinese Children's Facial Emotion Stimuli. FRONTIERS IN PSYCHOLOGY[J]. 2021, 第 3 作者11: 13, https://doaj.org/article/208492a9366946f0b3fe0f4e71641056.
[13] 闫海江, 李成, 张玉麟, 赵国朕. 图形配对任务对友谊关系质量的评估作用研究. 航天医学与医学工程[J]. 2021, 第 4 作者34(4): 296-303, http://lib.cqvip.com/Qikan/Article/Detail?id=7105505321.
[14] 郭孜政, 潘雨帆, 周宏宇, 赵国朕, 陈崇双, 张骏. 驾驶人对潜在危险性事件的心理预期识别研究. 中国公路学报[J]. 2020, 第 4 作者33(6): 119-128, http://lib.cqvip.com/Qikan/Article/Detail?id=7102361659.
[15] Guo, Zizheng, Pan, Yufan, Zhao, Guozhen, Zhang, Jun, Dong, Ni. Recognizing Hazard Perception in a Visual Blind Area Based on EEG Features. IEEE ACCESS[J]. 2020, 第 3 作者8: 48917-48928, https://doaj.org/article/7c4002b1d8ec439fa4c6d5f39f111b6b.
[16] 汪杼彬, 张玉麟, 董凯喜, 赵国朕. 基于高空VR场景的应激反应诱发范式有效性验证. 航天医学与医学工程[J]. 2020, 第 4 作者28-34, http://lib.cqvip.com/Qikan/Article/Detail?id=00002GOD49987JP0MPDO8JP1MFR.
[17] Yu, Minjing, Liu, YongJin, Zhang, Yulin, Zhao, Guozhen, Yu, Chun, Shi, Yuanchun. Interactions With Reconfigurable Modular Robots Enhance Spatial Reasoning Performance. IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS[J]. 2020, 第 4 作者12(2): 300-310, https://www.webofscience.com/wos/woscc/full-record/WOS:000542972700017.
[18] Zhao, Guozhen, Zhang, Yulin, Zhang, Guanhua, Zhang, Dan, Liu, YongJin. Multi-target Positive Emotion Recognition from EEG Signals. IEEE TRANSACTIONS ON AFFECTIVE COMPUTING[J]. 2020, 第 1 作者
[19] Du, Xiaobing, Ma, Cuixia, Zhang, Guanhua, Li, Jinyao, Lai, YuKun, Zhao, Guozhen, Deng, Xiaoming, Liu, YongJin, Wang, Hongan. An Efficient LSTM Network for Emotion Recognition from Multichannel EEG Signals. IEEE TRANSACTIONS ON AFFECTIVE COMPUTING[J]. 2020, 第 6 作者13(3): 1528-1540, 
[20] Guo, Zizheng, Tan, Xi, Pan, Yufan, Liu, Xian, Zhao, Guozhen, Wang, Lin, Peng, Zhen. Contingent negative variation during a modified cueing task in simulated driving. PLOS ONE[J]. 2019, 第 5 作者14(11): 16, https://doaj.org/article/138dc3d81c8346fbb85442080f199de9.
[21] Ge, Yan, Zhao, Guozhen, Zhang, Yulin, Houston, Rebecca J, Song, Jinjing. A standardised database of Chinese emotional film clips. COGNITION & EMOTION[J]. 2019, 第 2 作者33(5): 976-990, http://dx.doi.org/10.1080/02699931.2018.1530197.
[22] Zhao, Guozhen, Zhang, Yulin, Ge, Yan, Zheng, Yan, Sun, Xianghong, Zhang, Kan. Asymmetric hemisphere activation in tenderness: evidence from EEG signals. SCIENTIFIC REPORTS[J]. 2018, 第 1 作者8(1): http://dx.doi.org/10.1038/s41598-018-26133-w.
[23] 赵国朕. A standardized database of Chinese emotional film clips. Cognition and Emotion. 2018, 第 1 作者  通讯作者  
[24] Zhao, Guozhen, Liu, YongJin, Shi, Yuanchun. Real-Time Assessment of the Cross-Task Mental Workload Using Physiological Measures During Anomaly Detection. IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS[J]. 2018, 第 1 作者48(2): 149-160, http://dx.doi.org/10.1109/THMS.2018.2803025.
[25] Zhao, Guozhen, Ge, Yan, Shen, Biying, Wei, Xingjie, Wang, Hao. Emotion Analysis for Personality Inference from EEG Signals. IEEE TRANSACTIONS ON AFFECTIVE COMPUTING[J]. 2018, 第 1 作者  通讯作者  9(3): 362-371, http://dx.doi.org/10.1109/TAFFC.2017.2786207.
[26] 赵国朕, 刘仙, 郭孜政, 史磊, 彭禛. “鬼探头”场景中驾驶员关联性负变研究. 摘要集-第二十一届全国心理学学术会议. 2018, 第 1 作者811-812, http://www.irgrid.ac.cn/handle/1471x/1781259.
[27] Guo, Zizheng, Pan, Yufan, Zhao, Guozhen, Cao, Shi, Zhang, Jun. Detection of Driver Vigilance Level Using EEG Signals and Driving Contexts. IEEE TRANSACTIONS ON RELIABILITY[J]. 2018, 第 3 作者67(1): 370-380, http://dx.doi.org/10.1109/TR.2017.2778754.
[28] 郭孜政, 谭茜, 赵国朕, 潘雨帆, 史磊. 一个ERP研究：通过模拟驾驶任务来探索反应抑制. 摘要集-第二十一届全国心理学学术会议. 2018, 第 3 作者815-816, http://www.irgrid.ac.cn/handle/1471x/1781277.
[29] Zheng, Yan, Zhao, Guozhen, Harris, D. Natural Interaction in Video Image Investigation and Its Evaluation. ENGINEERING PSYCHOLOGY AND COGNITIVE ERGONOMICS (EPCE 2018). 2018, 第 11 作者10906: 520-532, 
[30] Zheng, Yan, Zhao, Guozhen. Natural interaction in video image investigation and its evaluation. LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS). 2018, 第 2 作者10906 LNAI: 520-532, http://www.irgrid.ac.cn/handle/1471x/2327832.
[31] Guo, Zizheng, Chen, Ruiya, Liu, Xian, Zhao, Guozhen, Zheng, Ya, Gong, Mingliang, Zhang, Jun. The impairing effects of mental fatigue on response inhibition: An ERP study. PLOS ONE[J]. 2018, 第 4 作者13(6): http://dx.doi.org/10.1371/journal.pone.0198206.
[32] Liu, YongJin, Yu, Minjing, Zhao, Guozhen, Song, Jinjing, Ge, Yan, Shi, Yuanchun. Real-Time Movie-Induced Discrete Emotion Recognition from EEG Signals. IEEE TRANSACTIONS ON AFFECTIVE COMPUTING[J]. 2018, 第 3 作者9(4): 550-562, http://dx.doi.org/10.1109/TAFFC.2017.2660485.
[33] Zhao, Guozhen, Zhang, Yulin, Ge, Yan. Frontal EEG Asymmetry and Middle Line Power Difference in Discrete Emotions. FRONTIERS IN BEHAVIORAL NEUROSCIENCE[J]. 2018, 第 1 作者12: http://dx.doi.org/10.3389/fnbeh.2018.00225.
[34] Ma Shu, Zhang Jingyu, Zhao Guozhen, Wu Changxu, Sun Xianghong. Do Type 2 diabetes patients have declined driving performance during non-hypoglycemia? A preliminary simulated driving study. PROCEEDINGS OF THE HUMAN FACTORS AND ERGONOMICS SOCIETY 2017 ANNUAL MEETING. 2017, 第 3 作者http://www.irgrid.ac.cn/handle/1471x/2483065.
[35] Liu YongJin, Ma Cuixia, Zhao Guozhen, Fu Xiaolan, Wang Hongan, Dai Guozhong, Xie Lexing. An Interactive SpiralTape Video Summarization. IEEETRANSACTIONSONMULTIMEDIA[J]. 2016, 第 3 作者18(7): 1269-1282, http://dx.doi.org/10.1109/TMM.2016.2557061,http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000379752600004.
[36] Yanan Chen, Jing Liu, Guozhen Zhao, Xianghong Sun. User Experience Changing Patterns of Chinese users. 5th International Conference on Design, User Experience, and Usability, DUXU 2016 Held as Part of 18th International Conference on Human-Computer Interaction, HCI International 2016. 2016, 第 3 作者347-357, http://ir.psych.ac.cn/handle/311026/21501.
[37] Chen Yanan, Liu Jing, Zhao Guozhen, Sun Xianghong, Marcus A. User Experience Changing Patterns of Chinese Users. DESIGN, USER EXPERIENCE, AND USABILITY: NOVEL USER EXPERIENCES, PT II. 2016, 第 3 作者9747: 347-357, http://dx.doi.org/10.1007/978-3-319-40355-7_33.
[38] Chai, Jing, Zhao, Guozhen. Effect of exposure to aggressive stimuli on aggressive driving behavior at pedestrian crossings at unmarked roadways. ACCIDENT ANALYSIS AND PREVENTION[J]. 2016, 第 2 作者88: 159-168, http://dx.doi.org/10.1016/j.aap.2015.12.026.
[39] 文涛, 赵国朕, 宋金晶, 葛燕, 刘永进姚林文涛, 姚林. 基于生理大数据的情绪识别研究进展. 计算机研究与发展[J]. 2016, 第 2 作者53(1): 80-92, http://lib.cqvip.com/Qikan/Article/Detail?id=667688331.
[40] Xiong, Yuexin, Zhao, Guozhen. Taxi-Hailing Apps: Negative Impacts on Taxi Driver Performance. PROCEEDINGS OF THE HUMAN FACTORS AND ERGONOMICS SOCIETY ANNUAL MEETING. 2016, 第 2 作者60(1): 1956-1961, 
[41] Ma, CuiXia, Liu, YongJin, Zhao, Guozhen, Wang, HongAn. Visualizing and Analyzing Video Content With Interactive Scalable Maps. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2016, 第 3 作者18(11): 2171-2183, http://dx.doi.org/10.1109/TMM.2016.2614229.
[42] Rouxian Sun, Xiangling Zhuang, Changxu Wu, Guozhen Zhao, Kan Zhang. The estimation of vehicle speed and stopping distance by pedestrians crossing streets in a naturalistic traffic environment. TRANSPORTATION RESEARCH PART F: PSYCHOLOGY AND BEHAVIOUR. 2015, 第 4 作者30: 97-106, http://dx.doi.org/10.1016/j.trf.2015.02.002.
[43] Sun, Rouxian, Zhuang, Xiangling, Wu, Changxu, Zhao, Guozhen, Zhang, Kan. The estimation of vehicle speed and stopping distance by pedestrians crossing streets in a naturalistic traffic environment. TRANSPORTATION RESEARCH PART F-TRAFFIC PSYCHOLOGY AND BEHAVIOUR[J]. 2015, 第 4 作者30: 97-106, http://dx.doi.org/10.1016/j.trf.2015.02.002.
[44] Jiang, Rui, Zhang, Jingyu, Zhao, Guozhen, Wu, Changxu. Enhancing speed estimation accuracy of electric bike riders through training. 17TH IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS. 2014, 第 3 作者
[45] Fu XL, Cai, LH, Liu, Y, Jia, J, Chen, WF, Yi, Z, Zhao, Guozhen, Liu, YJ, Wu, CX. A computational cognition model of perception, memory, and judgment. SCIENCE CHINA-INFORMATION SCIENCES[J]. 2014, 第 7 作者57(3): http://dx.doi.org/10.1007/s11432-013-4911-9.
[46] Fu XiaoLan, Cai LianHong, Liu Ye, Jia Jia, Chen WenFeng, Yi Zhang, Zhao GuoZhen, Liu YongJin, Wu ChangXu. A computational cognition model of perception, memory, and judgment. 中国科学：信息科学（英文版）[J]. 2014, 第 7 作者032114-1, http://lib.cqvip.com/Qikan/Article/Detail?id=48694111.
[47] Jiang, Rui, Zhang, Jingyu, Zhao, Guozhen, Wu, Changxu. Enhancing speed estimation accuracy of electric bike riders through training. 2014 17th IEEE International Conference on Intelligent Transportation Systems, ITSC 2014. 2014, 第 3 作者http://ir.psych.ac.cn/handle/311026/21502.
[48] Fu XiaoLan, Cai LianHong, Liu Ye, Jia Jia, Chen WenFeng, Yi Zhang, Zhao GuoZhen, Liu YongJin, Wu ChangXu. A computational cognition model of perception, memory, and judgment. 中国科学：信息科学（英文版）[J]. 2014, 第 7 作者032114-1, http://lib.cqvip.com/Qikan/Article/Detail?id=48694111.
[49] Zhao, Guozhen, Wu, Changxu. The effects of image set size and time pressure on human performance and mental workload in a cyber image search task. 57th Human Factors and Ergonomics Society Annual Meeting - 2013, HFES 2013. 2013, 第 1 作者http://ir.psych.ac.cn/handle/311026/21493.
[50] Zhao, Guozhen, Wu, Changxu, Ou, Bo. The electrocortical correlates of daydreaming during simulated driving tasks. Proceedings of the Human Factors and Ergonomics Society Annual Meeting, HFES 2013. 2013, 第 1 作者http://ir.psych.ac.cn/handle/311026/21498.
[51] Zhao, Guozhen, Wu, Changxu. The effects of image set size and time pressure on human performance and mental workload in a cyber image search task. PROCEEDINGS OF THE HUMAN FACTORS AND ERGONOMICS SOCIETY ANNUAL MEETING. 2013, 第 1 作者57(1): 2066-2070, 
[52] Zhao, Guozhen, Wu, Changxu. Mathematical Modeling of Driver Speed Control With Individual Differences. IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS[J]. 2013, 第 1 作者43(5): 1091-1104, https://www.webofscience.com/wos/woscc/full-record/WOS:000323498000007.
[53] Wu, Changxu, Zhao, Guozhen, Lin, Bin, Lee, Jonghoon. Navigating a car in an unfamiliar country using an internet map: effects of street language formats, map orientation consistency, and gender on driver performance, workload and multitasking strategy. BEHAVIOUR & INFORMATION TECHNOLOGY[J]. 2013, 第 2 作者32(5): 425-437, https://www.webofscience.com/wos/woscc/full-record/WOS:000318279400002.
[54] Zhao, Guozhen, Wu, Changxu. Effectiveness and acceptance of the intelligent speeding prediction system (ISPS). ACCIDENT ANALYSIS AND PREVENTION[J]. 2013, 第 1 作者52: 19-28, http://dx.doi.org/10.1016/j.aap.2012.12.013.
[55] Zhao, Guozhen, Wu, Changxu, Ou, Bo. The electrocortical correlates of daydreaming during simulated driving tasks. PROCEEDINGS OF THE HUMAN FACTORS AND ERGONOMICS SOCIETY ANNUAL MEETING. 2013, 第 1 作者57(1): 1904-1908, 
[56] Zhao, Guozhen, Wu, Changxu, Qiao, Chunming. A Mathematical Model for the Prediction of Speeding with its Validation. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS[J]. 2013, 第 1 作者14(2): 828-836, https://www.webofscience.com/wos/woscc/full-record/WOS:000319828800031.
[57] Zhao, Guozhen, Wu, Changxu. The effects of driver identity on driving safety in a retrospective feedback system. ACCIDENT ANALYSIS AND PREVENTION[J]. 2012, 第 1 作者45: 354-365, http://dx.doi.org/10.1016/j.aap.2011.08.002.
[58] Wu, Changxu, Wan, Jingyan, Zhao, Guozhen. Addressing human factors in electric vehicle system design: Building an integrated computational human-electric vehicle framework. JOURNALOFPOWERSOURCES[J]. 2012, 第 3 作者214: 319-329, http://dx.doi.org/10.1016/j.jpowsour.2012.04.053.
[59] 赵国朕. The Effects of Driver Identity on Driving Safety Using a Retrospective Feedback System. Accident Analysis & Prevention. 2012, 第 1 作者
[60] Zhao, Guozhen, Wu, Changxu. Speeding prediction with a mathematical model and its validation. 2012 15th International IEEE Conference on Intelligent Transportation Systems, ITSC 2012. 2012, 第 1 作者http://ir.psych.ac.cn/handle/311026/21499.
[61] Wu, Changxu, Zhao, Guozhen, Ou, Bo. A fuel economy optimization system with applications in vehicles with human drivers and autonomous vehicles. TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT[J]. 2011, 第 2 作者16(7): 515-524, http://dx.doi.org/10.1016/j.trd.2011.06.002.
[62] Zhao, Guozhen, Wu, Changxu, Ou, Bo. Mathematical Modeling of Average Driver Speed Control with the Integration of Queuing Network-Model Human Processor and Rule- Based Decision Field Theory. 55th Human Factors and Ergonomics Society Annual Meeting, HFES 2011. 2011, 第 1 作者http://ir.psych.ac.cn/handle/311026/21500.
[63] Changxu Wu, Guozhen Zhao, Bo Ou. A fuel economy optimization system with applications in vehicles with human drivers and autonomous vehicles. TRANSPORTATION RESEARCH PART D. 2011, 第 2 作者16(7): 515-524, http://dx.doi.org/10.1016/j.trd.2011.06.002.
[64] Zhao, Guozhen, Wu, Changxu, Houston, RebeccaJ, Creager, Whitney. The Effects of Binge Drinking and Socio-Economic Status on Sober Driving Behavior. TRAFFIC INJURY PREVENTION[J]. 2010, 第 1 作者11(4): 342-352, https://www.webofscience.com/wos/woscc/full-record/WOS:000281167600003.
[65] 赵国朕. The Effects of Heavy Drinking and Socio-Economic Status on Sober Driving Behavior. Proceedings of the Human Factors and Ergonomics Society Annual Meeting. 2009, 第 1 作者
[66] Bo Ou, Changxu Wu, Guozhen Zhao. P300 Amplitude and Latency Reflect Individual Difference of Navigation Performance in a Driving Task. PROCEEDINGS OF THE HUMAN FACTORS AND ERGONOMICS SOCIETY ANNUAL MEETING. 2009, 第 3 作者53(13): 854-858, 

   

（1） 驾驶员认知分心的脑电图相关性分析与检测，主持，国家级，2014-01--2016-12
（2） 网络购物行为中的认知负荷研究，主持，研究所（学校）级，2012-09--2014-09