个人简介

基本情况

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号北京交通大学交通运输学院

邮  编:

100044

办公电话:

电子邮箱:

yanxy@bjtu.edu.cn

教育背景

2011/09 – 2014/06,北京师范大学,系统科学学院,系统理论专业,博士研究生
2006/09 – 2009/03,石家庄铁道大学,土木工程学院,道路与铁道工程专业,硕士研究生
1998/09 – 2002/06,北京交通大学,交通运输学院,交通运输专业,本科

工作经历

2019/03 – 至今,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
  • 交通运输规划与管理
  • 交通运输工程(专业学位)
  • 交通运输系统分析与集成

招生专业

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

科研项目

[5] 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)
[4] 城市交通管理理论与方法,国家自然科学基金创新研究群体项目(71621001),2017-2022(参加)
[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)
[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

本科生课程《交通规划》,《交通系统科学导论》,《地理信息系统》

论文/期刊

出行行为复杂性(Human mobility patterns):

[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 dataTransportmetrica A. 2019, 10.1080/23249935.2019.1620380. (IF:2.250)

[15] Erjian Liu, Xiaoyong Yan*New parameter-free mobility model: Opportunity priority selection modelPhysica A. 2019, 526: 121023. (IF:2.132)

[14] Qi Nie, Jian-Jun Wu*, Xiao-Yong Yan*, Jin-Hu Liu, Jun Wang. Human migration patterns in China with the resume dataModern Physics Letters B. 2019, 4: 1950029. (IF:0.731)

[13] Xiao-Yong Yan, Wen-Xu Wang*, Zi-You Gao*, Ying-Cheng Lai*. Universal model of individual and population mobility on diverse spatial scalesNature Communications. 2017, 8: 1639. (IF: 12.353) (News: 国家自然科学基金委员会-我国学者在交通出行行为预测研究方面取得重要进展中国科学报-科学家提出基于地点吸引力出行预测新模型 美国科学促进会新闻网站(和每日科学、Science Newsline、Phys.org等多家科技新闻网站转载)-New human mobility prediction model offers scalability, requires less data千龙网-一项交通出行预测研究有望在北京通州率先应用; 中国交通报-北交大决策模型“捕获”公众出行规律)

[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. (IF:2.132)

[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. (IF:2.132)

[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 cyberspaceNew Journal of Physics. 2016, 18: 053025. (IF: 3.786)

[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. (IF: 3.057)

[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. (IF: 3.917) (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. (IF: 5.078)

[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. (EI)

[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. (EI)

[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. (EI)

[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. (IF: 0.731)


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

[13] Kai Liu, Ming Wang*, Weihua Zhu, Jinshan Wu, Xiao-Yong YanVulnerability analysis of an urban gas pipeline network considering pipeline-road dependency. International Journal of Critical Infrastructure Protection. 2018, 23: 79-89. (IF: 2.150)

[12] Bin Zhou, Xiao-Yong Yan, Xiao-Ke Xu*, Xiao-Ting Xu, Nianxin WangEvolutionary of online social networks driven by pareto wealth distribution and bidirectional preferential attachment. Physica A. 2018, 507: 427-434. (IF: 2.132)

[11] Weihua Zhu, Kai Liu*, Ming Wang, Xiao-Yong YanEnhancing robustness of metro networks using strategic defense. Physica A. 2018, 503: 1081-1091. (IF: 2.132)

[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. (EI)

[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 (IF: 2.898)

[8] Kai Liu, Xiao-Yong Yan*. Current-flow efficiency of networks. Physica A. 2018, 492: 463-471. (IF: 2.132)

[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. (EI)

[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. (IF: 2.609)

[5] Xiao-Yong Yan, Wen-Xu Wang*, Guan-Rong Chen, Ding-Hua Shi*. Multiplex congruence network of natural numbersScientific Reports. 2016, 6, 23714. (IF: 4.259)

[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 filteringPhysica A. 2014, 399, 82-88. (IF: 1.732)

[3] Chu-Xu Zhang, Zi-Ke Zhang*, Lu Yu, Chuang Liu, Hao Liu, Xiao-Yong Yan*. Information filtering via collaborative user clustering modelingPhysica A. 2014, 396, 195-203. (IF: 1.732)

[2] Dinghua Shi, Guanrong Chen*, Wilson W. K. Thong, Xiao-Yong YanSearching for optimal network topology with best possible synchronizabilityIEEE Circuits And Systems Magazine. 2013, (1): 66-75. (IF: 1.7)

[1] Xiao-Yong Yan*, Ming-Sheng Wang. Influence of growth speed on the actors' degree distribution of collaboration networksActa Physica Sinica. 2010, 59(2): 851-858. (IF: 1.259)


语言和知识网络(Human language & knowledge network):

[7] Xiao-Yong Yan, Seong-Gyu Yang, Beom Jun Kim, Petter Minnhagen*. Benford's law and first letter of wordsPhysica A. 2018, 512: 305-315. (IF: 2.132)

[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. (IF: 2.132)

[5] Xiao-Yong Yan, Petter Minnhagen*,Henrik Jeldtoft Jensen. The likely determines the unlikelyPhysica A. 2016, 456: 112-119. (IF: 2.243)

[4] Xiao-Yong Yan, Petter Minnhagen*. Randomness versus specifics for word-frequency distributionsPhysica A. 2016, 444: 828-837. (IF: 2.243)

[3] Xiao-Yong Yan, Petter Minnhagen*. Maximum entropy, word-frequency, Chinese characters, and multiple meaningsPLoS ONE. 2015, 10(5): e0125592. (IF: 3.057)

[2] Xiao-Yong Yan, Ying Fan, Zengru Di, Shlomo Havlin, Jinshan Wu*. Efficient learning strategy of Chinese characters based on network approachPLoS ONE. 2013, 8, e69745. (IF: 3.534) (News: BBC - A better way to learn Chinese?)

[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. (IF: 5.078) (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

闫小勇, 刘博航. 交通规划软件实验教程(TransCAD 4.x), 北京: 机械工业出版社. 2010 (配套练习数据)

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