2011.08-2015.07 清华大学   自动化系  工学博士

2013.09-2014.09 美国康涅狄格大学   电子与计算机工程系  访问学者

                               美国罗格斯大学   商学院          访问学者

2009.08-2011.07 哈尔滨工业大学    交通科学与工程学院  工学硕士

2005.08-2009.07 哈尔滨工业大学    交通科学与工程学院  工学学士

公共安全行为科学实验室社会安全风险感知与评估方向PI，公安应急与现场处置方向PI

治安学硕士生导师、博士生导师

北京市科协“千人进千企”首批特派专家

首都社会安全研究基地研究员

中国公共安全科学技术学会人员安全分委会秘书、

全国公共安全基础标准化技术委员会大型活动与人员安全标准工作组委员/秘书、

曾在国家发改委规划司、公安部证券犯罪侦查局借调工作。

研究领域：目前，已发表学术论文50余篇，其中，以一作或通讯作者在安全领域顶级期刊Safety Science、应用数学中科院TOP期刊Applied Mathematics and Computatio等国际高水平期刊发表SCI/SSCI检索论文26篇。

主持国家自然科学基金面上项目、青年项目、国家重点研发项目课题等国家级项目3项，主持省部级项目4项。

曾获国家十三五规划建言献策一等奖，建言献策摘要被《人民日报》转载；

曾获公安大学科研名师、优秀青年教师等奖励。

作为主要参与人撰写的多篇研究报告获得中央领导、省部级领导批示，多篇报告被公安部内参、国家网信办内参等收录。

在公安部经侦局第一直属总队进行成果转化6项，获得知识产权10余项。

附：以第一作者或通讯作者发表论文

1.  Yang LX, Ding N*. Evacuation Behavior under Violent Attacks in Classrooms based on Experiments and Interpretable Machine Learning Method[J]. Safety Science, 2023, 166: 106243. （安全领域TOP期刊，JCR一区）

2. Du Y, Ding N*. A Systematic Review of Multi-Scale Spatio-Temporal Crime Prediction Methods[J]. International Journal of Geo-Information, 2023, 12(6): 209. （JCR二区）

3. Lv H, Ding N*, Zhai Y, et al. The System for Extracting Crime Elements and Predicting Excavation-Type Heritage Crimes Based on Deep Learning Models[J]. Systems, 2023, 11(6): 289. （JCR二区）

4. Ding N, Zhai Y, Lv HY. Crime Risk Analysis of Tangible Cultural Heritage in China from a Spatial Perspective[J]. International Journal of Geo-Information, 2023, 12(5): 201. （JCR二区）

5. Shi J, Ding N*, Jiang F. The influence of color and direction on the perceptual processing of standard evacuation signs and the effect of attention bias[J]. Fire safety journal, 2022, 132: 103638. （JCR二区）

6. Ding N, Chen T, Zhu Y, et al. State-of-the-art high-rise building emergency evacuation behavior[J]. Physica A: Statistical Mechanics and its Applications, 2021, 561: 125168.（JCR二区）

7. Ding N, Zhang X, Zhai Y, et al. Risk assessment of VAT invoice crime levels of companies based on DFPSVM: a case study in China[J]. Risk Management, 2021, 23(1): 75-96.

（JCR四区）

8. Zhu Y, Chen T, Ding N*, et al. Follow people or signs? A novel way-finding method based on experiments and simulation[J]. Physica A: Statistical Mechanics and its Applications, 2021(1):125926. （JCR二区）

9. Ding N, Ma M, Zhai Y. Serial theft case linkage based on a two‐step cumulative probability model[J]. Journal of Investigative Psychology and Offender Profiling, 2021, 18(1): 3-17.  （JCR 三区）

10. Ding N. The effectiveness of evacuation signs in buildings based on eye tracking experiment[J]. Natural Hazards, 2020, 103(1): 1201-1218. （JCR二区）

11. Ding N, Zhang H, Chen T. Experimental Study of Egress Selection Behavior Between Stairs and Elevators During High-Rise Building Evacuation [J]. Fire Technology, January 2019, Volume 55, Issue 3, pp 31–45. （JCR二区）

12. Ding N, Chen T, Zhang H. Experimental Study of Elevator Loading and Unloading Time during Evacuation in High-rise Buildings[J]. Fire Technology, January 2017, Volume 53, Issue 1, pp 29–42. （JCR二区）

13. Ding N, Chen T, Zhang H. Simulation of high-rise building evacuation considering fatigue factor based on cellular automata: A case study in China[C]//Building Simulation, 2017, 10(3): 407-418. （JCR二区）

14. Ding N, Zhang H, Chen T. Stair evacuation simulation based on cellular automata considering evacuees’ walk preferences[J]. Chinese Physics B, 2015, 24(6): 068801. （JCR 三区）

15. Ding N, Zhai Y. Crime prevention of bus pickpocketing in Beijing, China: does air quality affect crime?[J]. Security Journal, 2019: 1-16. （JCR二区）

16. Ding N, Zhang H, Chen T. Simulation-based optimization of emergency evacuation strategy in ultra-high-rise buildings[J]. Natural Hazards, 2017, 89(3): 1167-1184. （JCR二区）

17. Ding N, Sun C. Experimental study of leader-and-follower behaviours during emergency evacuation[J]. Fire safety journal, 2020, 117: 103189. （JCR二区）

18. Jiang F, Ding N*, Shi J, et al. Verify the Validity of Guidance Sign in Buildings: A New Method Based on Mixed Reality with Eye Tracking Device[J]. Sustainability, 2022, 14(18): 11286. （JCR二区）

19. Zhu Y, Chen T, Ding N*, et al. Follow the evacuation signs or surrounding people during building evacuation, an experimental study[J]. Physica A: Statistical Mechanics and its Applications, 2020, 560:125156. （JCR二区）

20. Li L, Ding N*, Ma Y, et al. Social Relation Network and group behavior based on evacuation experiments[J]. Physica A: Statistical Mechanics and its Applications, 2019: 123518.

（JCR二区）

21. Zhu Y, Chen T, Ding N*, et al. Analyzing floor-stair merging flow based on experiments and simulation[J]. Chinese Physics B, 2020, 29(1): 010401. （JCR 三区）

22. Li C, Ding N*, Zhai Y, et al. Comparative study on credit card fraud detection based on different support vector machines[J]. Intelligent Data Analysis, 2021, 25(1):105-119.

（JCR 四区）

23. Feng S, Ding N, Chen* T, et al. Simulation of pedestrian flow based on cellular automata: A case of pedestrian crossing street at section in China[J]. Physica A: Statistical Mechanics and its Applications, 2013, 392(13): 2847-2859. （JCR二区）

24. Feng S, Li J, Ding N*, et al. Traffic paradox on a road segment based on a cellular automaton: Impact of lane-changing behavior[J]. Physica A: Statistical Mechanics and its Applications, 2015, 428: 90-102. （JCR二区）

25. Ding N, Ma Y, Fan ZY, Shi JG. Test the effectiveness of building safety guidance signs in a T-junction corridor based on eye movement data[J]. Journal of Safety Science and Resilience, 2023, 4(2): 123-129. （EI期刊）

26. Ding N, Ma Y, Dong D, et al. Experiment and simulation study of emergency evacuation during violent attack in classrooms[J]. Journal of Safety Science and Resilience, 2021, 2(4): 208-221. （EI期刊）

27. Shi J, Dong D, Ding N*, et al. Does a large group of pedestrians follow the evacuation signs? An experimental study[J]. Journal of Safety Science and Resilience, 2022, 3(4): 353-361. （EI期刊）

28. Sun C, Ding N*, Zhuang D, et al. Eye movement evidence in investigative identification based on experiments[J]. Journal of Safety Science and Resilience, 2023,4(3): 316-328. （EI期刊）