姓  名：

闫小勇

职  务：

职  称：

教授

学  历：

研究生

学  位：

博士

通信地址：

北京市海淀区上园村3号北京交通大学系统科学学院

邮  编：

100044

办公电话：

电子邮箱：

yanxy@bjtu.edu.cn

2023/06 – 至今，北京交通大学，系统科学学院，教授
2019/03 – 2023/06，北京交通大学，交通运输学院，系统科学研究所，教授
2015/04 – 2019/03，北京交通大学，交通运输学院，系统科学研究所，副教授
2011/02 – 2011/07，电子科技大学，互联网科学中心，访问学者
2010/09 – 2010/12，中国科学技术大学，近代物理系，访问学者
2002/07 – 2015/04， 石家庄铁道大学，交通运输学院，历任助教、讲师、副教授

• 系统科学
• 系统理论与复杂性
• 复杂交通系统建模与调控
• 交通运输（专业学位）
• 交通运输规划与管理

• 系统科学博士
• 系统科学硕士
• 交通运输硕士
• 交通运输规划与管理硕士

[5] 城市出行空间分布整体特征量化与建模，国家自然科学基金面上项目（72271019），2023-2026（主持）
[4] 出行行为复杂性分析与建模，国家自然科学基金优秀青年科学基金项目（71822102），2019-2021（主持，已结题）
[3] 基于社会感知数据的城市居民活动-出行行为机理分析与建模，国家自然科学基金面上项目（71671015），2017-2020（主持，已结题）
[2] 基于大数据的城市人群出行行为分析与预测，基本科研业务费，2015-2017（主持，已结题）
[1] 人类移动行为的统计特征分析与预测方法研究，国家自然科学基金青年科学基金项目（61304177），2014-2016（主持，已结题）

出行行为复杂性（Human mobility patterns）：

[31] Ying-Yue Lv, Xiao-Yong Yan*, Bin Jia*, Yitao Yang*, Erjian Liu. Quantifying the overall spatial distribution characteristics of urban heavy truck trips: The case of China. Journal of Transport Geography, 2024, 115: 103822.

[30] Yitao Yang, Bin Jia*, Xiao-Yong Yan*, Danyue Zhi, Dongdong Song,Yan Chen, Michiel de Bok, Lorant A. Tavasszy, Ziyou Gao. Uncovering and modeling the hierarchical organization of urban heavy truck flows. Transportation Research Part E, 2023, 179: 103318.

[29] Yitao Yang, Bin Jia*, Xiao-Yong Yan*, Yan Chen, Dongdong Song, Danyue Zhi, Yiyun Wang, Ziyou Gao. Estimating intercity heavy truck mobility flows using the deep gravity framework. Transportation Research Part E, 2023, 179: 103320.

[28] Xu-Jie Lin, Er-Jian Liu*, Yi-Tao Yang, Xiang-Yu Jia and Xiao-Yong Yan*. Empirical analysis and modeling of the allometric scaling of urban freight systems. Europhysics Letters, 2023, 143: 11002.

[27] Xiang-Yu Jia, Er-Jian Liu*, Chun-Yan Chen, Zhengbing He and Xiao-Yong Yan*. An interactive city choice model and its application for measuring the intercity interaction. Frontiers in Physics, 2022, 10: 850415.  (in Research Topic on Human Behavior and Dynamics in Social Systems)

[26] Yitao Yang, Bin Jia*, Xiao-Yong Yan*, Rui Jiang, Hao Ji, Ziyou Gao. Identifying intracity freight trip ends from heavy truck GPS trajectories. Transportation Research Part C, 2022, 136: 103564.

[25] Yitao Yang, Bin Jia*, Xiao-Yong Yan*, Jiangtao Li, Zhenzhen Yang, Ziyou Gao. Identifying intercity freight trip ends of heavy trucks from GPS data. Transportation Research Part E, 2022, 157: 102590.

[24] Bing Song, Xiao-Yong Yan, Suoyi Tan, Bin Sai, Shengjie Lai, Hongjie Yu, Chaomin Ou*, Xin Lu*. Human mobility models reveal the underlying mechanism of seasonal movements across China. International Journal of Modern Physics C, 2022, 2250054.

[23] 王浩, 闫小勇*.  用自由效用模型刻画出行选择行为. 交通运输工程与信息学报, 2022, 20(1): 47-54.

[22] Hao Wang, Xiao-Yong Yan*, Jinshan Wu. Free utility model for explaining the social gravity law. Journal of Statistical Mechanics: Theory and Experiment, 2021, 033418.

[21] 刘二见, 闫小勇*.  预测人类移动行为的介入机会类模型研究进展. 物理学报, 2020, 69(24): 248901.

[20] Qiufang Shi, Xiaoyong Yan*, Bin Jia*, Ziyou Gao.  Freight data-driven research on evaluation indexes for urban agglomeration development degree. Sustainability, 2020, 12(11): 4589. 

[19] 闫小勇*. 社会引力定律追根溯源. 物理学报, 2020, 69(8): 088903.

[18] Er-Jian Liu, Xiao-Yong Yan*.  A universal opportunity model for human mobility. Scientific Reports, 2020, 10: 4657.  (Behind the paper: Where do we go from here?) (Social physics Collection paper)

[17] Xiao-Yong Yan, Tao Zhou*.  Destination choice game: A spatial interaction theory on human mobility. Scientific Reports, 2019, 9: 9466. 

[16] Ximing Chang, Jianjun Wu*, Hao Liu, Xiaoyong Yan*, Huijun Sun, Yunchao Qu.  Travel mode choice: a data fusion model using machine learning methods and evidence from travel diary survey data. Transportmetrica A: Transport Science, 2019, 15(2): 1587-1612.

[15] Erjian Liu, Xiaoyong Yan*. New parameter-free mobility model: Opportunity priority selection model. Physica A, 2019, 526: 121023. 

[14] Qi Nie, Jian-Jun Wu*, Xiao-Yong Yan*, Jin-Hu Liu, Jun Wang. Human migration patterns in China with the resume data. Modern Physics Letters B, 2019, 4: 1950029.

[12] 闫小勇. 空间交互网络研究进展. 科技导报, 2017, 35(14): 15-22.

[11] 孙晓燕, 韩晓, 闫小勇*, 王文旭, 姜锐, 贾斌. 交通出行选择行为实验研究进展. 复杂系统与复杂性科学, 2017, 14(3): 1-7. 

[10] Xiaoyan Sun, Xiao Han, Jian-Zhang Bao, Rui Jiang*, Bin Jia*, Xiao-Yong Yan, Boyu Zhang, Wen-Xu Wang, Zi-You Gao. Decision dynamics of departure times: Experiments and modeling. Physica A, 2017, 483: 74-82. 

[9] Bin Zhou*, Jia-Rong Xie, Xiao-Yong Yan, Nianxin Wang, Bing-Hong Wang. A model of task-deletion mechanism based on the priority queueing system of Barabási. Physica A, 2017, 466: 415-421.

[8] Yi-Ming Zhao, An Zeng*, Xiao-Yong Yan*, Wen-Xu Wang, Ying-Cheng Lai. Unified underpinning of human mobility in the real world and cyberspace. New Journal of Physics, 2016, 18: 053025.

[7] Xiao-Pu Han*, Xu-Wen Wang, Xiao-Yong Yan, Bing-Hong Wang. Cascading walks model for human mobility patterns. PLoS ONE, 2015, 10(4): e0124800. 

[6] Xiao-Yong Yan, Chen Zhao, Ying Fan, Zengru Di, Wen-Xu Wang*. Universal predictability of mobility patterns in cities. Journal of the Royal Society Interface, 2014, 11, 0834.  (News: 中国科学报-提出城市人群移动量预测新模型)

[5] Xiao-Yong Yan, Xiao-Pu Han, Bing-Hong Wang, Tao Zhou*. Diversity of individual mobility patterns and emergence of aggregated scaling laws. Scientific Reports, 2013, 3, 2678.

[4] 周涛, 韩筱璞, 闫小勇, 杨紫陌, 赵志丹, 汪秉宏. 人类行为时空特性的统计力学. 电子科技大学学报, 2013, 42(2): 482-540.

[3] 王明生, 黄琳, 闫小勇. 探索城市公交客流移动模式. 电子科技大学学报, 2012, 41(1): 2-7. 

[2] 闫小勇. 人类个体出行行为的统计实证. 电子科技大学学报, 2011, 40(2): 168-173.

[1] Xiao-Yong Yan, Xiao-Pu Han, Tao Zhou, Bing-Hong Wang*. Exact solution of gyration radius of individual's trajectory for a simplified human regular mobility model, Chinese Physics Letters, 2011, 28: 120506.

网络结构与动力学（ Structure and dynamics of complex networks）：

[16] Yitao Yang, Bin Jia*, Xiao-Yong Yan*, Yan Chen, Lorant Tavasszy, Michiel de Bok, Zhuotong Bai, Erjian Liu, Ziyou Gao. Structure and dynamics of urban freight truck movements: a complex network theory perspective. Transportation Research Part C, 2024, 158: 104442.

[15] 闫小勇*. 城市重型卡车个体群体出行网络统计特征分析. 北京师范大学学报（自然科学版）, 2023, 59(5): 740-748.

[14] Xiang-Yu Jia, Er-Jian Liu*, Yitao Yang, Xiao-Yong Yan*. A multisource transportation network model explaining allometric scaling. Journal of Statistical Mechanics: Theory and Experiment, 2023, 083404.

[13] Kai Liu, Ming Wang*, Weihua Zhu, Jinshan Wu, Xiao-Yong Yan. Vulnerability analysis of an urban gas pipeline network considering pipeline-road dependency. International Journal of Critical Infrastructure Protection, 2018, 23: 79-89. 

[12] Bin Zhou, Xiao-Yong Yan, Xiao-Ke Xu*, Xiao-Ting Xu, Nianxin Wang. Evolutionary of online social networks driven by pareto wealth distribution and bidirectional preferential attachment. Physica A, 2018, 507: 427-434.

[11] Weihua Zhu, Kai Liu*, Ming Wang, Xiao-Yong Yan. Enhancing robustness of metro networks using strategic defense. Physica A, 2018, 503: 1081-1091.

[10] 朱为华, 刘凯, 闫小勇, 汪明, 吴金闪. 识别流网络关键节点的虚拟外界投入产出分析法. 电子科技大学学报, 2018, 47(2): 292-297.

[9] Kai Liu, Ming Wang*, Yinxue Cao, Weihua Zhu, Jinshan Wu, Xiao-Yong Yan*. A comprehensive risk analysis of transportation networks affected by rainfall-induced multihazards. Risk Analysis, 2018, 38(8): 1618-1633 

[8] Kai Liu, Xiao-Yong Yan*. Current-flow efficiency of networks. Physica A, 2018, 492: 463-471.

[7] 刘张, 王心迪, 闫小勇. 面向复杂城市道路网络的GPS轨迹匹配算法. 电子科技大学学报, 2016, 45(6): 1008-1013.

[6] Huijun Sun*, Jianjun Wu*, Lijuan Wu, Xiao-Yong Yan, Ziyou Gao. Estimating the influence of common disruptions on urban rail transit networks. Transportation Research Part A, 2016, 94, 62-75. 

[5] Xiao-Yong Yan, Wen-Xu Wang*, Guan-Rong Chen, Ding-Hua Shi*. Multiplex congruence network of natural numbers. Scientific Reports, 2016, 6, 23714. 

[4] Zi-Ke Zhang*, Lu Yu, Kuan Fang, Zhi-Qiang You, Chuang Liu, Hao Liu, Xiao-Yong Yan*. Website-oriented recommendation based on heat spreading and tag-aware collaborative filtering. Physica A, 2014, 399, 82-88. 

[3] Chu-Xu Zhang, Zi-Ke Zhang*, Lu Yu, Chuang Liu, Hao Liu, Xiao-Yong Yan*. Information filtering via collaborative user clustering modeling. Physica A, 2014, 396, 195-203.

[2] Dinghua Shi, Guanrong Chen*, Wilson W. K. Thong, Xiao-Yong Yan. Searching for optimal network topology with best possible synchronizability. IEEE Circuits And Systems Magazine, 2013, (1): 66-75.

[1] Xiao-Yong Yan*, Ming-Sheng Wang. Influence of growth speed on the actors' degree distribution of collaboration networks. Acta Physica Sinica, 2010, 59(2): 851-858.

[7] Xiao-Yong Yan, Seong-Gyu Yang, Beom Jun Kim, Petter Minnhagen*. Benford's law and first letter of words. Physica A, 2018, 512: 305-315. 

[6] Xiao-Yong Yan, Petter Minnhagen*. The dependence of frequency distributions on multiple meanings of words, codes and signs. Physica A, 2018, 490: 554-564.

[5] Xiao-Yong Yan, Petter Minnhagen*,Henrik Jeldtoft Jensen. The likely determines the unlikely. Physica A, 2016, 456: 112-119. 

[4] Xiao-Yong Yan, Petter Minnhagen*. Randomness versus specifics for word-frequency distributions. Physica A, 2016, 444: 828-837.

[3] Xiao-Yong Yan, Petter Minnhagen*. Maximum entropy, word-frequency, Chinese characters, and multiple meanings. PLoS ONE, 2015, 10(5): e0125592. 

[2] Xiao-Yong Yan, Ying Fan, Zengru Di, Shlomo Havlin, Jinshan Wu*. Efficient learning strategy of Chinese characters based on network approach. PLoS ONE, 2013, 8, e69745. 

[1] Tian Wei, Menghui Li, Chensheng Wu, Xiaoyong Yan, Ying Fan, Zengru Di, Jinshan Wu*. Do scientists trace hot topics? Scientific Reports, 2013, 3, 2207. (News: Nature - Fashion rules in physics)

闫小勇. 超越引力定律——空间交互和出行分布预测理论与方法, 北京: 科学出版社. 2019

北京交通大学“卓越百人计划”（2019）

智瑾奖优秀青年教师（2018）