闫小勇

基本信息

教育背景

工作经历

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

研究方向

• 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

招生专业

• 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

科研项目

[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）

教学工作

论文/期刊

出行行为复杂性（Human mobility patterns）：

[35] Yitao Yang, Bin Jia*, Zhenzhen Yang*, Xiao-Yong Yan, Shi-Teng Zheng, Jialin Liu, Dongdong Song*, Hao Ji, Ziyou Gao. Revealing the impacts of COVID-19 pandemic on intercity truck transport: New insights from big data analytics. Transportation Research Part C, 2024, 169: 104861.

[33] Erjian Liu*, Mattia Mazzoli, Xiao-Yong Yan, José J. Ramasco*. A generalized vector-field framework for mobility. Communications Physics, 2024, 7: 190.

[32] Pengjun Zhao*, Hao Wang, Qiyang Liu*, Xiao-Yong Yan*, Jingzhong Li. Unravelling the spatial directionality of urban mobility. Nature Communications, 2024, 15: 4507.

[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)

专著/译著

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

专利

软件著作权

获奖与荣誉

北京交通大学“卓越百人计划”（2019）

智瑾奖优秀青年教师（2018）

社会兼职